Markov Decision Process
Overview of RL
RL has many applications in different fields ranging from Optimal Control, Reward System, Operations Research (Economics), etc. It is indeed a huge distinct branch in Machine Learning beside Supervised and Unsupervised Learning. There are important aspects in the formulation of RL:
- No supervisor, only reward signal serves as heuristic guidance.
- RL is stochastic, so feedback is not instantaneous.
- The variables are sequential time-dependent.
- Action affects subsequent observable data.
Using RL, we try to build an agent that acts $ A_t $ based on the feedback reward signal $ R_t $ and observation $ O_T $ each time step t. The environment will receive action $ A_t $ and emit reward $ R_{t+1} $ and observation $ O_{t+1} $ for the next time step:
Both agent and environment has its own internal state $ S_t^a $ and $ S_t^e $ respectively. We can formulate agent state as a function of history $ S_t^a=f(H_t) $.
Markov Decision Process (MDP)
MDP serves as an effective mathematical foundation for the problem of RL, it formally describes an environment of RL. For instance, almost all RL problems can be formalised as MDPs:
- Optimal Control can be formulated with continuous MDPs
- Partially Observable problems can be converted into MDPs
- Bandits are MDPs with one state.
MDP fits correctly with the RL characteristics when RL agent has all information about the environment (full observability), where RL agent is stochastic, time-dependent and action affecting subsequent data. This document will introduce MDP definitions and formulations, the next posts will discuss how to solve MDPs and apply it to RL problems.
Markov Process (Markov Chain)
Markov Process is a mermoryless random process, i.e a sequence of random state $ S_t $ has the property:
$$ P[S_{t+1}|S_t]=P[S_{t+1}|S_1,...,S_t] $$The property means that the state captures all relevant information from the history, so history can be discarded, assuming the agent is full observability $ O_t=S_t^a=S_t^e $. Intuitively, we can connect from the fact that the environment state is indeed Markov, hence the agent state is also Markov if the system is fully observable. On the other hand, if the current state $ S_t $ is characterized by the fully observed history $H_t$, then the function $ S_t = f(H_t) $ can be expressed with certainty (no loss), hence the Markov property ($S_{t+1}$ depend only on $S_t$).
If we have finite n state $ S_1,...,S_n $, the state transitions P can be characterized by a matrix:
$$ \begin{bmatrix} P_{11} & ... & P_{1n}\\ ... & & \\ P_{n1} & ... & P_{nn} \end{bmatrix} $$Markov Reward Process (MRP)
Basically, MRP is Markov chain with values for each state. The value of each state measures how good to be in that state. To be concrete, MRP is a tuple $ (S,P,R,\gamma) $:
- S is a finite set of states
- P is state transition probability matrix, $ P_{ss'} = P[S_{t+1}=s'|S_t=s] $
- R is a (immediate) reward function for each state, R_s=E[R_{t+1}|S_t=s]
- $ \gamma $ is a discount factor ranging from 0 to 1.
The value function $ v(s) $ computes value for each state is the expected reward return starting from state $s$:
$$ v(s)= E[G_t|S_t=s] $$ where return G is $$ G_t = R_{t+1}+\gamma R_{t+2}+...=\sum_{k=0}^\infty \gamma^k R_{t+k+1} $$Intuitively, the function value averages all possible reward return path from state s to the terminal state of MRP (terminal state to avoid infinite return), where each path has a unique return G. The factor $ \gamma $ discounts G to also avoid infinite return G when there are infinite state sequences, and to represent uncertainty of far future reward and favoring immediate rewards.
The value function can be in the form of Bellman equation:
$$ v(s)=E[R_{t+1}+\gamma v(S_{t+1})|S_t=s] $$ or $$ v(s)=R_s+ \gamma \sum_{s' \in S}P_{ss'}v(s') $$To be able to solve for $v(s)$, we must represent Bellman function in matrix form:
$$ v = R + \gamma Pv $$ and solve for $v$: $$ v=(I-\gamma P)^{-1}R $$Markov Decision Process (MDP)
MDP is a Markov reward process with decisions to act on the environment, and then the enviroment will stochastically transition to the next state s'. Please note that all states in MDP are Markov. A MDP is a tuple $S,A,P,R, \gamma$ :
- S is a finite set of states
- A is a finite set of actions
- P is state transition probability matrix, $ P_{ss'}^a = P[S_{t+1}=s'|S_t=s,A_t=a] $
- R is a (immediate) reward function for each state, R_s^a=E[R_{t+1}|S_t=s,A_t=a]
- $ \gamma $ is a discount factor ranging from 0 to 1.
To extend from MRP, MDP defines a policy distribution over a set of agent's actions on state $s$:
$$ \pi(a|s)=P[A_t=a|S_t=s] $$The policies are depend on the current state $s$ (not the history) and are stationary(time-independent). MDP also redefines the state-value function and action-value function, which are the expected return starting from state $s$ and then following the policy $\pi$:
$$ v_\pi(s)=E_\pi[G_t|S_t=s] $$ $$ q_\pi(s,a) = E_\pi[G_t|S_t=s,A_t=a] $$we then rewrite these equation as Bellman Expectation equations:
$$ v_\pi(s) = E_\pi[R_{t+1}+\gamma v_\pi(S_{t+1})|S_t=s] $$ $$ q_\pi(s,a) = E_\pi[R_{t+1}+\gamma q_\pi(S_{t+1},A_{t+1})|S_t=s,A_t=a] $$After simple transformations, we can see their inter-relation as follow:
$$ v_\pi(s) = \sum_{a \in A}\pi(a|s)q_\pi(s,a) $$ $$ q_\pi(s,a) = R_s^a+\gamma \sum_{s' \in S}P_{ss'}^av_\pi(s')$$which leads us to the state-value transition function and action-value transition function:
$$ v_\pi(s) =\sum_{a \in A}\pi(a|s)(R_s^a+\gamma \sum_{s' \in S}P_{ss'}^av_\pi(s')) $$ $$ q_\pi(s,a) = R_s^a+\gamma \sum_{s' \in S}P_{ss'}^a\sum_{a' \in A}\pi(a'|s')q_\pi(s',a') $$We can solve MDP state-value function by Bellman Expectation equation in matrix form:
$$ v_\pi = (I - \gamma P^\pi)^{-1}R^\pi $$ where $$ P_{ss'}^\pi = \sum_{a \in A}\pi(a|s)P_{ss'}^a $$ $$ R_{s}^\pi = \sum_{a \in A}\pi(a|s)R_{s}^a $$It is computationally hard to compute state-value function, which is O(n^3) for n states. We must use iterative methods for large set of states, e.g Dynamic Programming, Monte-Carlo evaluation, Temporal-Different learning, etc.
Optimal Policy for MDP
We define the optimal state-value function and action-value function are the maximum of these function over all policies:
$$ v_*(s) = \underset{\pi}{max}v_\pi(s) $$ $$ q_*(s,a) = \underset{\pi}{max}q_\pi(s,a) $$The optimal value function specifies the best possible performance in MDP. We reply on MDP theorem to find optimal policies:
- There exists an optimal policy that is better than all other policies $ \pi_* \geq \pi, \forall \pi $
- There may be multiple solution to achieve optimal state-value function and action-value function.
If we know optimal $q_*(s,a)$, we immediately have the optimal policy. We can solve recursively for optimal state-value function and action-value function through these Bellman optimality function:
$$ v_*(s) = \underset{a}{max}R_s^a+\gamma \sum_{s' \in S}P_{ss'}^av_*(s') $$ $$ q_*(s,a) = R_s^a+\gamma \sum_{s' \in S}P_{ss'}^a\underset{a'}{max}q_*(s',a')$$Again, Bellman optimality equations is non-linear and have no close form solution. We must use iterative methods to solve them, e.g Value Iterative, Policy iteration, Q-learning, Sarsa.


Connecting color and language
10:30 AM - 10:55 AM on August 15, 2015, Room 704Dean Hillan
- Audience level:
- intermediate
- Watch:
- http://youtu.be/oOnXNR0bAz8
Description
A project that maps descriptive, human-generated language for many different colors to a collection of images. This allows specific searches to be carried out on the color content of the images. The technique is applied to the image collection of Paperless Post cards to help improve user search.
Abstract
A few years ago a color survey was run by the online comic xkcd. Volunteers were asked to construct names for randomly displayed images of color. These data provide a unique and fun way to map detailed human descriptions to color space. I use some straightforward transformations between the word corpus of colors and the RGB color space, and leverage libraries such as numpy and scikit-learn to create ranked results for any user search on a collection of images. The technique is applied to the card collection at Paperless Post to demonstrate the technique's accuracy and ability to return images containing very specific color combinations.


PLANET SICK-BOY: http://www.sick-boy.com "We Put the SIN in Cinema"
A change of pace for comedic director Betty Thomas, 28 Days is a wholly predictable story of a booze-and-pill addict that learns how to overcome her problems after spending some court-ordered time at a rehabilitation center. Aside from a few interesting camera tricks, there's nothing here that you haven't already seen a dozen times. The big drawing card here is supposed to be Sandra Bullock, but she hasn't exactly been lighting the show business world on fire lately. Most people consider her a top-shelf, A-list Hollywood star, but she's only had three bona-fide hits (Speed, While You Were Sleeping and A Time to Kill) and those films are all over five years old.
Bullock (Forces of Nature) stars as Gwen Cummings, who we learn is an out-of-control partier via Days' first scene. The Clash's `Should I Stay Or Should I Go' blares over a frenzy of slow-mo and sped-up film as Gwen and her boyfriend Jasper (Dominic West, William Shakespeare's A Midsummer Night's Dream) pound drinks, dance and pass out on the eve of her sister Lilly's (Elizabeth Perkins, Crazy in Alabama) wedding. The next day, Gwen and Jasper are late to the nuptials and trash the reception before Gwen steals a limousine, loses control and crashes into a lovely Bedford, New York home.
Days immediately hops forward in time, where Gwen is being dropped off at a rehabilitation center called Serenity Glen, where she has been ordered to spend four weeks in lieu of serving any jail time. Sounds like a pretty light sentence to me. Of course, Gwen plans on coasting through her court-ordered time at the Glen, but predictably begins to bond with the other addicts once the waves of withdrawal begin to set in. We learn from Gwen's flashbacks that she inherited alcoholism from her mom, who taught her young daughters that having fun was the most important thing in life because `If you're not having fun, what's the friggin' point?'
Serenity Glen is packed full of stock characters, including the old woman (Diane Ladd, Primary Colors), the middle-aged man (Thomas regular Reni Santoni, `Poppy' from Seinfeld), the black girl (Marianne Jean-Baptiste, Secrets & Lies), the teenaged girl (Azura Skye, Zoey, Duncan, Jack & Jane), the gay guy (Alan Tudyk, Patch Adams) and the smart-mouth that tries to get in Gwen's pants (Mike O'Malley, ESPN's `The Rick'). And what's with Jake from Melrose Place landing the big role of the hunky heartthrob for whom Gwen falls? Oh, wait – it's only Viggo Mortensen (A Walk on the Moon). Speaking of odd casting, Tudyk's character reeks of fellow effeminate, blond stringbean Andy Dick. Maybe Dick was supposed to be in the film but backed out because of real-life rehab.
Days also features this odd guy (Loudon Wainwright III) playing a guitar like a Greek chorus (a la Jonathan Richman in There's Something About Mary), but then he disappeared until the ending. There was also an inappropriate amount of time spent on a fictional soap opera that the Serenity Glen inmates watched. But the biggest problem of all is Bullock's character. Are we supposed to feel sorry for her? What about the guy that owned the limo that she stole and crashed? Or the people that owned the house she ruined?
Thomas' (Doctor Dolittle, Private Parts) direction is the only thing that keeps Days afloat. Together with cinematographer Declan Quinn (Flawless), Thomas creates several memorable scenes where Gwen flashes back to either her drunk mother or wild drug-and-liquor parties, which result in the character turning on all of the faucets in the bathroom to drown out the sounds of her past. Like most of her previous work, Thomas also uses a handheld camera to shoot some of the `group' scenes, which lends a nice fly-on-the-wall feel to the film.
Days' linear script was written Susannah Grant, who penned the equally conventional (but much more enjoyable) Erin Brockovich.  The plot offers nothing that you wouldn't expect and, at times, the film seems like it should be on the Lifetime network, or possibly a TV movie of the week, which is where Bullock seems to be headed. Of other note, the `F' word was noticeably removed from at least one scene to preserve the PG-13 rating. Like there's going to be a bunch of kids between thirteen and sixteen clamoring to see this.
1:43 - PG-13 for substance abuse, adult language and minor adult situations
The review above was posted to the
rec.arts.movies.reviews newsgroup (de.rec.film.kritiken for German reviews).
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Cryptoon
31-Oct-19 03:59 PM
so check your adress in the explorer to see if your balances is confirmed on the blockchain
I was able to enter trades sometimes nonetheless even though balance wasnt really there, so maybe some are trying to connect with people trying to trade with unconfirmed balances. And that should not be possible offcourse!
So only logical your trades dont work in that case
You dont want to end up trading 10 BTC for whatever amount of kmd if one of both balances is not confirmed...
So my new gameplan:
1) check if balances are confirmed
2) try trading, put in order that matches the books
3) if trade not matches within 30 secs, remove trade: you are probably trying to match with someone with unconfirmed balance
4) rince and repeat
2


Fresnel is an exploit-free burn+reflect+liquidity token on Binance Smart Chain (BSC).
Fresnel is not a safemoon clone. The code is written from scratch, based on liquid.defi and reflect.finance, omitting potential exploits. The contract is crystal clear, is about 120 lines, and is intended to be read by clients.
There is only limited owner-only functionality for compatibility with DxSale. Deployer is in the same position as an adopter once all tokens are sent to DxSale for ICO and ownership is renounced.
You can read and contribute to the source code on GitHub.
The initial coin offering is performed in a decentralized and fair manner via DxSale.
The token is automatically listed on PancakeSwap once the ICO is complete.


{% extends 'mliyweb/base-template.html' %} {% block content-main %}
Note: Some configurations may not launch because they require instance types you don't have access to.


Page: Page URL
Occurred: Timestamp
System encountered an error or you are not authorized to view that page!


E's built in collection classes.
This may eventually be replaced with Hydro, at which time we will explain a strategy for preserving old code that uses this package.


BATMaN
(Bay Area Trail Mapping and Networking)
BATMaN
about
login
(current)
trail list
my community
my trails
logout
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The Gambier Islands lie about 1000NM southeast of Tahiti and consists of 14 small, mountainous islands. The largest and most populated is Mangareva whose main village is Rikitea with its impressive cathedral. Most of the population live in this village.
Mangareva is the Port of Entry.
It is NO LONGER compulsory for all yachts visiting French Polynesia to visit Papeete Customs and Immigration to complete the clearing-in process.
Yachts can now clear in or out of FP with the “gendarmes” offices (French Police) at the ports of entry in the other islands.
The Gendarmerie Nationale in Mangareva can deal with Immigration and Customs formalities.
To reach the Gendarmerie, head south west from the dock. Their office is clearly marked and on the way into town, just past the Municipal Building. You will find the officers polite, friendly and easy to deal with.
For full details on clearance into and out of FP go to French Polynesia Formalities.
Last updated July 2014.
A buoyed channel leads into the anchorage inside the reef, off the main settlement at Rikitea. This anchorage offers good protection.
Last updated August 2011.


LPX Scripts is an open source endeavor to complement the Logic Pro Scripter Plugin. LPXscripts
not only serves as a library of scripts that can be used on the plugin, but also aims to
guide Logic Pro users to create their own scripts.
How to use the Library
The only prerequisite to using the LPX Scripts plugins is plainly that the user must have
access to the Logic Pro software. Since LPX must be purchased for use, the scripts can only
work with access to the software. With that said, there is no need to understand how the
plugins work to use it, meaning that the user does
not need to understand the code to use the software. Once the user finds a file they
would like to use, the steps are pretty simple to going about having them read by Logic Pro.
The following is the step-by-step process of using the plugins:
Step 1: Locate MIDI FX
Open Logic Pro X application on your computer and navigate to the inspector or mixer for the track after having selected a software instrument/MIDI instrument, where you
will find the MIDI FX option.
Under the MIDI FX option, locate and click on the "scripter" option.
Step 2: Open the Scripter settings
The page that just appeared will be the page where you can make use of the plugin with the
different options the plugin may offer. First we need to input the plugin though, so click
on the "Open Script in Editor" button to continue.
Step 3: Use the Script Editor
A new page will appear with some text already filling the page, this is the Script editor.
To input the plugin, copy and paste the code from the plugin file in the repository into
the script editor by replacing the code already in the file.
Once it is placed in the script editor properly, click the button in the top right called
"Run Script".
Step 4: Copy and Paste the Code
Upon running the plugin, you will be brought back to the Scripter which will show you the
customizable options of the specific plugin. Follow the steps to use that specific plugin
and you should be all set!
Library
The following is a list of plugins currently available in the library. All files can be
found in the
/Library folder of the repository.
Constructs a sequence of notes triggered relative to the base note
Reference Guide
Global attributes and functions
NeedsTimingInfo:boolean
Defining NeedsTimingInfo as true at the global scope enables the GetTimingInfo() function
ResetParameterDefaults:boolean
Sets UI controls to default values
HandleMIDI(Event)
This function is called each time a MIDI event is received by the plug-in, and is required to process incoming MIDI events. If you do not implement this function, events pass through the plug-in unaffected.
ProcessMIDI()
This function is called once per “process block,” which is determined by the host’s audio settings (sample rate and buffer size). This function is often used in combination with the TimingInfo object to make use of timing information from the host application. To enable the GetTimingInfo feature, add NeedsTimingInfo = true at the global script level.
ParameterChanged(integer, real)
This function is called each time one of the plug-in’s parameters is set to a new value. It is also called once for each parameter when you load a plug-in setting.
Reset()
This function is called when the plugin is reset. Can be overriden.
Trace(value)
Prints a message to the console that represents the supplied value of any type. Similar to console.log(value) in regular javascript
GetTimingInfo():TimingInfo
Retrieves a TimingInfo object, which contains timing information that describes the state of the host transport and the current musical tempo and meter.
GetParameter(string):real
Returns a given parameter’s current value. GetParameter() is typically called inside the HandleMIDI() or ProcessMIDI() functions.
Event – Base class for all events. Call functions using dot notation.
send()
Send the event
sendAfterMilliseconds(ms:real)
Send the event after the specified value has elapsed
sendAtBeat(beat:real)
Send the event at a specific beat in the host’s timeline
sendAfterBeats(beats:real)
Similar to sendAtBeat(), but uses the beat value as a delay in beats from the current position.
trace()
Prints the event to the plug-in console
toString()
Returns a string representation of the event
channel(integer)
Sets MIDI channel 1 to 16. Note: Event.channel is an event property, rather than a method, so it may be used in expressions such as (evt.channel == 1) where evt is an instance of Event)
Note Events
Note()
Constructor
toString()
Returns a String representation of the Note event.
NoteOn Events
NoteOn(Event)
Constructor
pitch(integer)
Pitch from 1–127
velocity(integer)
Velocity from 0–127. A velocity value of 0 is interpreted as a note off event, not a note on.
NoteOff Events
NoteOff(Event)
Constructor
pitch(integer)
Pitch from 1–127
velocity(integer)
Velocity from 0–127
PolyPressure – Represents a Polyphonic aftertouch event
PolyPressure(Event)
Constructor
pitch(integer)
Pitch from 1–127
value(integer)
Pressure value from 0–127
toString()
Returns a String representation of the PolyPressure event.
ControlChange – Represents a ControlChange event
ControlChange(Event)
Constructor
number(integer)
Controller number from 0–127.
value(integer)
Controller value from 0–127.
toString()
Returns a String representation of the ControlChange event.
ProgramChange – Represents a ProgramChange event
ProgramChange(Event)
Constructor
number(integer)
Program change number from 0–127
toString()
Returns a String representation of the ProgramChange event.
ChannelPressure – Represents a ChannelPressure event
ChannelPressure(Event)
Constructor
value(integer)
Aftertouch value from 0–127
toString()
Returns a String representation of the ChannelPressure event.
PitchBend – Represents a PitchBend event
PitchBend(Event)
Constructor
value(integer)
14-bit pitch bend value from -8192–8191. A value of 0 is center.
toString()
Returns a String representation of the PitchBend event.
Fader – Represents a Fader event
Fader(Event)
Constructor
value(integer)
Fader value from 0–127
toString()
Returns a String representation of the Fader event.
TimingInfo – Contains timing information that describes the state of the host transport and the current musical tempo and meter
playing:boolean
Value is true when the host transport is running
blockStartBeat:real
Indicates the beat position at the start of the process block
blockEndBeat:real
Indicates the beat position at the end of the process block
blockLength:real
Indicates the length of the process block in beats.
tempo:real
Indicates the host tempo.
meterNumerator:integer
Indicates the host meter numerator
meterDemoninator:integer
Indicates the host meter denominator.
cycling:boolean
Value is true when the host transport is cycling
leftCycleBeat:real
Indicates the beat position at the start of the cycle range
rightCycleBeat:real
Indicates the beat position at the end of the cycle range


Uncharted
Created by Shena, Henna, Artur and Zouf
Problem
A largely homogenous cultural experience makes it challenging to discover regional and emerging artists
Discovering Music
Solution
Create a convenient, high quality experience to discover and explore regional artists based on user's location
Use Cases
View artist results from...
- current location
- nearby locations
- worldwide
V2- What's in store?
- shake to discover random artists & cities
- force touch to display detail view or play song snippet
- create a playlist with discovered songs


NOTE!
- Accented characters will get replaced by their character equivalent when the
sortLocaleCompare
option istrue
. - In the javascript code block below you can see the default
$.tablesorter.characterEquivalents
table and an example of how to extend it to include other equivalents. - If you have a specific language requirement, please refer to the Language wiki pages to see if it is there. If not, please consider sharing the code or even just share the character equivalents themselves.
Demo
| Account # | First Name | Last Name | Age | Location |
|---|---|---|---|---|
| a1a10 | AnderE | Parker | 28 | Béchar |
| a1a2 | Ändere | Hood | 33 | Bebington |
| A1a1 | Andére | Kent | 18 | Berlin |
| A2b2 | CotÉ | Almighty | 45 | Beckum |
| A1d2 | CÔte | Evans | 56 | Curaçao |
| a2b11 | CÔtÉ | Clark | 44 | Béjaïa |
| A2b1 | Çote | Presley | 24 | Bekkevoort |
| A1b0 | Andéré | Carter | 40 | Bègles |


Please Fill The Following Details:--->
Enter age
Enter sex
Male
Female
Enter cp
Enter trestbps
Enter chol
Enter fbs
Enter restecg
Enter thalach
Enter exang
Enter oldpeak
Enter slope
Enter ca
Enter thal


Thane
Harbour O' 4
Greek Gyros
Family Tree
India Bistro
Masala Library
Imaginative, upmarket Indian fare and clever cocktails presented in a fashionable environment.
Address: Ground Floor, First International Financial Centre, BKC Rd, G Block, Opposite Sofitel Hotel, Bandra East, Mumbai, Maharashtra 400050
Hours: Opens 12PM Closes 11:30Pm
Reservations: zomato.com, eazydiner.com
Phone:<PHONE_NUMBER>0


Generate a static site via python from content-only html and markdown pages that are stitched together along with patch (e.g. nav.html, footer.html) files onto a main site quilt.html file.

Because I wanted...
1. specific features
2. something I didn't see in others
3. to improve python fluency
4. homegrown customization
Notable features
focus on page content, site features (head, navbar, footer) are written & stored separately
write content in html or markdown
extensible markdown for custom needs
\(\LaTeX\) Support
unique template overrides in each directory
automatically fill alt/img attributes, and remove empty tags
automatically vendorize, minimize, & combine css and js files
automatically create certain files (robot.txt, sitemap.xml, multiple sized favicons, etc.)
provide some dynamic blogy abilities (reverse chronology, tags, categories)
create atom/rss feeds
index the text of final site for searching (e.g. with typeahead)


--- layout: page title: About Me permalink: /about/ feature-img: "assets/img/pexels/circuit.jpeg" tags: [About, Haoran] ---


Header Test: Gauntlet
Related JIRA Ticket. This test demonstrates various configurations of a component header. Use the controls below to customize the header above.
Related JIRA Ticket. This test demonstrates various configurations of a component header. Use the controls below to customize the header above.


This is the abridged version of the report. A full version is also available.
Select recipient antibodies and donor & recipient alleles below. An antibody for a hypervariable region epitope is inferred when (a) all single antigen beads with that epitope are positive and (b) the epitope is not present on any of the recipient's alleles. Each donor allele will be evaluated for compatibility with the recipient and assigned a compatibility status:
| NEI | not electronically incompatible | the single antigen bead (SAB) corresponding to the donor allele is NOT positive and antibody specificity for an epitope of the donor allele is NOT inferred |
| EI | electronically incompatible | antibody specificity for an epitope of the donor allele is inferred |
| I | incompatible | the single antigen bead corresponding to the donor allele is positive |
| AA | auto-antibody | the single antigen bead is positive, but is also a recipient allele |
Selection of antibodies to alleles that are not the subject of a single antigen bead is currently not allowed. Hypervariable region variants that are not associated with a variant ID (i.e., appear in the n/a column below), are currently not considered when assigning a compatibility status.
The IMGT allele database version is ... and the single antigen bead (SAB) reagent lot number is . The session ID is ... (reset session).
This report is for research use only.
| ... | alleles are loaded into memory |
| ... | alleles match filter criteria |
| ... | alleles do not match filter criteria |
| [sort] | [filter=Y] | [filter=Y] | [sort] | ||
|---|---|---|---|---|---|
| allele name | SAB | donor type (D) |
recip type (R) |
recip antib (Ab) |
status |
This application is currently using SAB alleles contained in the following two (2) panels:
1. LABScreen Single Antigen HLA Class II - Group 1 (various lots) [LS2A01]
2. LABScreen Single Antigen HLA Class II Supplement (various lots) [LS2ASP01]
The supplemental panel alleles may not be used, depending on which reagent lot is selected.
Copyright © 2018, Geoffrey H. Smith, MD


{% extends "/landing/landing_base.html" %}
{% block title %}Home{% endblock %}
{% block page_content %}
Our PDF recognition engine is smart enough to identify the keywords and even the topics in your papers. With your paper and our database, we match them together to provide the most precise mathcing
possible. We understand the personality and other features of the reviewers.
Drag your paper below, and watch the magic happen.
Cognitive
Find and Match
Reviewers Aware
For our algorithm to better understand the paper you upload, we created a tailored PDF text mining engine to extract the topics and idea from your paper. (Experimental)
We utilise Flask for easy web development and our own backend engine for our own algorithm. The structure is flexible and scalable, making us ready to embrace larger databases and heavier algorithm in the near future.
Our database sources are from the official journal websites. We update regularly to ensure up-to-date recommendation in this fast-changing era.
We believe the spirit of sharing and open. We license the whole project under MIT. Feel free to drop us a Pull Request :)


Treebank Statistics: UD_Catalan-AnCora: Features: Foreign
This feature is universal.
It occurs with 1 different values: Yes
.
29 tokens (0%) have a non-empty value of Foreign
.
27 types (0%) occur at least once with a non-empty value of Foreign
.
27 lemmas (0%) occur at least once with a non-empty value of Foreign
.
The feature is used with 10 part-of-speech tags: NOUN (9; 0% instances), ADP (6; 0% instances), DET (4; 0% instances), VERB (3; 0% instances), PRON (2; 0% instances), ADJ (1; 0% instances), ADV (1; 0% instances), AUX (1; 0% instances), CCONJ (1; 0% instances), SCONJ (1; 0% instances).
NOUN
9 NOUN tokens (0% of all NOUN
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which NOUN
and Foreign
co-occurred: Gender=EMPTY (9; 100%), Number=EMPTY (9; 100%).
NOUN
tokens may have the following values of Foreign
:
Yes
(9; 100% of non-emptyForeign
): Ceguera, amor, amore, cadáver, difunto, disposición, gota, gratis, nichoEMPTY
(98697): any, anys, milions, pessetes, president, persones, dia, part, cas, grup
ADP
6 ADP tokens (0% of all ADP
tokens) have a non-empty value of Foreign
.
ADP
tokens may have the following values of Foreign
:
Yes
(6; 100% of non-emptyForeign
): a, de, Por, enEMPTY
(87970): de, a, d’, per, en, amb, entre, sobre, segons, des
DET
4 DET tokens (0% of all DET
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which DET
and Foreign
co-occurred: Definite=EMPTY (3; 75%).
DET
tokens may have the following values of Foreign
:
Yes
(4; 100% of non-emptyForeign
): este, ningún, el, unaEMPTY
(87263): el, la, l’, els, les, un, una, aquest, seva, aquesta
VERB
3 VERB tokens (0% of all VERB
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which VERB
and Foreign
co-occurred: Gender=EMPTY (3; 100%), Number=EMPTY (3; 100%), Person=EMPTY (3; 100%), Tense=EMPTY (3; 100%), Mood=EMPTY (2; 67%), VerbForm=EMPTY (2; 67%).
VERB
tokens may have the following values of Foreign
:
Yes
(3; 100% of non-emptyForeign
): enterrar, queda, matóEMPTY
(41895): fer, té, ha, fa, fet, dir, tenir, donar, arribar, explicat
PRON
2 PRON tokens (0% of all PRON
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which PRON
and Foreign
co-occurred: Case=EMPTY (2; 100%), PrepCase=EMPTY (2; 100%), Reflex=EMPTY (2; 100%).
PRON
tokens may have the following values of Foreign
:
Yes
(2; 100% of non-emptyForeign
): Quién, élEMPTY
(23452): que, es, s’, hi, se, un, li, tot, on, què
ADJ
1 ADJ tokens (0% of all ADJ
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which ADJ
and Foreign
co-occurred: Gender=EMPTY (1; 100%), Number=EMPTY (1; 100%), VerbForm=EMPTY (1; 100%).
ADJ
tokens may have the following values of Foreign
:
Yes
(1; 100% of non-emptyForeign
): prohibidoEMPTY
(30081): passat, gran, primer, nou, primera, general, nova, catalana, espanyol, grans
ADV
1 ADV tokens (0% of all ADV
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which ADV
and Foreign
co-occurred: Degree=EMPTY (1; 100%), Polarity=EMPTY (1; 100%).
ADV
tokens may have the following values of Foreign
:
Yes
(1; 100% of non-emptyForeign
): másEMPTY
(15481): no, més, també, ja, després, ahir, molt, avui, només, ara
AUX
1 AUX tokens (0% of all AUX
tokens) have a non-empty value of Foreign
.
The most frequent other feature values with which AUX
and Foreign
co-occurred: Mood=Ind (1; 100%), Number=Sing (1; 100%), Person=3 (1; 100%), Tense=Pres (1; 100%), VerbForm=Fin (1; 100%).
AUX
tokens may have the following values of Foreign
:
Yes
(1; 100% of non-emptyForeign
): esEMPTY
(22051): va, ha, és, van, han, ser, estat, són, està, havia
CCONJ
1 CCONJ tokens (0% of all CCONJ
tokens) have a non-empty value of Foreign
.
CCONJ
tokens may have the following values of Foreign
:
Yes
(1; 100% of non-emptyForeign
): etEMPTY
(15048): i, o, però, ni, sinó, mentre, y, que, bé
SCONJ
1 SCONJ tokens (0% of all SCONJ
tokens) have a non-empty value of Foreign
.
SCONJ
tokens may have the following values of Foreign
:
Yes
(1; 100% of non-emptyForeign
): ComoEMPTY
(10549): que, com, perquè, si, quan, segons, mentre, on, perqu, què
Relations with Agreement in Foreign
The 10 most frequent relations where parent and child node agree in Foreign
:
NOUN –[case]–> ADP (5; 100%),
NOUN –[det]–> DET (4; 100%),
NOUN –[nmod]–> NOUN (2; 100%),
VERB –[obl]–> NOUN (2; 100%),
NOUN –[case]–> SCONJ (1; 100%),
NOUN –[cc]–> CCONJ (1; 100%),
NOUN –[conj]–> NOUN (1; 100%),
NOUN –[conj]–> PRON (1; 100%),
PRON –[cop]–> AUX (1; 100%),
VERB –[advmod]–> ADV (1; 100%).


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The information in this map is stored in a Google Docs Spreadsheet . In particular, see the Sources tab of that spreadsheet for a list of sources used for this map.
This map was inspired by a similar map by Philip Wood Q.C.
This page was developed (GitHub) with jVectorMap on Google App Engine with Flask.
Brian M Hunt is a lawyer in Canada. He was a founder & co-rapporteur of the Sovereign Insolvency Study Group of the International Law Association, and its successor the Sovereign Bankruptcy Group.
| Tel | +1.289.684.4677 |
|<EMAIL_ADDRESS>| |
| Wordpress | sovins.wordpress.com |
| @brianmhunt | |
| brianmhunt |
Please do not hesitate to contact the author with comments, corrections, questions and contributions.
All efforts have been made to ensure that the material on this website is accurate, however no warranty or representation is made about its accuracy. Nothing on this site is legal advice, nor does anything on this site constitute or give rise to a legal retainer.


--- title: Structures keywords: fastai sidebar: home_sidebar summary: "`Registery` and `DatasetCatalog` used in `Gale`" description: "`Registery` and `DatasetCatalog` used in `Gale`" nb_path: "nbs/00b_utils.structures.ipynb" ---
To create a registry
(e.g. a backbone registry):
BACKBONE_REGISTRY = Registry('BACKBONE')
To register an object:
@BACKBONE_REGISTRY.register()
class MyBackbone():
...


--- layout: post title: Fujita on Losch on Space date: 2013-09-02 13:28:10.000000000 -05:00 type: post parent_id: '0' published: true password: '' status: publish categories: - English - Reflections tags: - Losch - spatial economics meta: _edit_last: '1412221' _publicize_pending: '1' publicize_reach: a:2:{s:7:"twitter";a:1:{i:31944;i:179;}s:2:"wp";a:1:{i:0;i:6;}} publicize_twitter_user: darribas _wpas_done_31944: '1' _publicize_done_external: a:1:{s:7:"twitter";a:1:{i:14787941;b:1;}} author: login: dreamessenceonthemove email<EMAIL_ADDRESS>display_name: darribas first_name: Daniel last_name: Arribas-Bel permalink: "/2013/09/02/fujita-on-losch-on-space-2/" ---
Last week, at the 53rd ERSA conference in Palermo, I had the pleasure to see Professor Masahisa Fujita deliver his keynote speech. In his last slide, he paid a tribute to German economist August Losch, one of the pioneers in introducing space into economic analysis and a person with a fascinating life. For my records, I'll copy here the first paragraph of the epilogue in his book "Economics of Location". Very powerfull stuff.
If everything occurred at the same time there would be no development. If everything existed in the same place there could be no particularity. Only space makes possible the particular, which then unfolds in time. Only because we are not equally near to everything; only because everything does not rush in upon us at once; only because our world is restricted, for every individual, for his people, and for mankind as a whole, can we, in our finiteness, endure at all. The extent of this horizon differs, of course, from man to man. But in economic affairs, as in all other affairs, our ken is limited for acting intelligently and for finding our way through the complexities of life. And even within this little world, we are familiar with not more than its innermost circle. Depth must be bought with narrowness. Space creates and protects us in this limitation. Particularity is the price of our existence.
A. Losch, 1943


Software Engineer
Visual Meta GmbH - Axel Springer
- Drove the successful extraction of 12 microservices from a monolith application using Spring Boot, resulting in enhanced scalability and faster deployment times
- Boosted the reliability and stability of the application by creating multiple test cases, resulting in increased code coverage
- Improved the user experience and engagement by developing new dynamic pages using Servlets, HTML, and JavaScript
- Ensured compliance with data privacy standards by contributing to the successful implementation of the CMP Cookie Banner using Source Point
- Enhanced system efficiency and performance by implementing Redis Cache, reducing load times, enhancing the application's responsiveness
- Provided real-time insights into system performance by implementing monitoring using Prometheus and DataDog, identifying areas for improvement, and driving continuous optimizations
- Facilitated decision-making and improved user engagement by integrating the Optimizely tool for A/B testing
- Played a key role in driving automation by developing and implementing Bash scripts for multiple processes
- Designed and implemented efficient REST APIs and caching mechanisms, resulting in a 30% improvement in load times
September 2018 - September 2021
Java Developer
Daraz.Pk - AliBaba Group
- To build and maintain the processes for Daraz to record their sales
- Write Batch applications to fetch day-to-day data from 3rd Party Systems (Google Analytics, Facebook, Google Playstore, etc.)
- Built a Reporting Tool (Java 8 Spring) for Business Intelligence team that fetched data from ElasticSearch, Google BigQuery and MSSQL Data warehouse.
- Core member of the OMS (Order Management System) team, creating and managing multiple APIs to integrate other source Systems with OMS.
- Created a small ElasticSearch reporting tool for Commercial Team on Node.js
- Managed and Co-ordinated with 3rd Party sources (Google, Facebook, Adjust, etc.) to integrate their APIs with our Systems.
September 2017 - September 2018


Our Particle Editor was created in Unity. The reasoning for creating it there was that there was a ready and easy interface to create sliders, saving time and it would allow our designers to place out prefabs with particle emitters in editor whilest also previewing them. In hindsight, I wish there was more time to actually have implemented an editor in our engine, as there would have been quicker to preview particles in engine and making it easier to preview particle effects that used spritesheets. A shame that we didn't have a dedicated tools programmer in Wizard Loaf.
The logic behind how particles moved and spawned was created by Flovin. The only logics I wrote for the emitters in engine was implementing support for spritesheets and also randomizing between multiple sprites. I was the programmer who created an editor around the system that we had in Unity, importing the C++ code and rewriting it to C# code. I also wrote the data exporting all the different emitters to be read and created by the engine.
The changes made to particle effects would take effect immediately, allowing direct visual feedback. The code was an Editor Script as well, so that there was no need to play the scene in Unity.
The particles in editor would use own object pools, that were stored in a gameobject that held onto all particle effects. This allowed particles to be in world space so that emitters could create trails.


== Rules of Engagement ==
The following Rules of Engagement are specific to the Post-Exploitation phase of a penetration test and are intended to ensure that the client’s systems are not subjected to unnecessary risk by the (direct or indirect) actions of the testers and to ensure a mutually agreed procedure to follow during the post-exploitation phase of the project.


Jordan says three Mexicans, one Swiss wounded in stabbing at tourist spot
AMMAN (Reuters) - Jordan’s minister of health said three Mexicans and one Swiss tourist were wounded along with four Jordanians when a man went on a stabbing rampage in Jersah city, a major tourist destination near ancient Roman ruins.
Four of those injured had moderate to serious wounds and the others light ones, Fayez Jaber told Reuters. He gave no further details.
Police said a man was arrested over the attack.
Sources had earlier mistakenly said three of the wounded tourists were Spaniards.


The Amazon Chime team would like to prioritize issues that are most useful for our developer community. We recommend you give us a thumbs-up to the features on our Project Board that look interesting to you.
Note: This Project Board is provided for informational purposes only. AWS does not commit to release any solution or feature described in the Project Board.
Here is what each of the different categories in the Project Board mean:
Tell Us What You Need: This is a list of feature requests that community members of Amazon Chime SDK have expressed their interest in. Features in this category have not yet been evaluated by the Amazon Chime SDK team.
Researching: We are considering it, but cannot commit if, or when, we will work on items in this list. This means we are evaluating the feature and how it might work, to determine whether it is something we may want to start working on. We may propose mitigations or alternative options (if they exist) and encourage our community members to also make suggestions that would interest the community.
We’re working on it: This is work in progress and we are evaluating design decisions or working through implementation, automation, testing, approvals, documentation and release mechanics. Items in this column may stay here for several months as we work through the implementation.
Shipped: This is a launched feature that is supported by AWS to be used in your production workloads. You will find links to the Amazon Chime SDK version containing this feature and any supporting documentation.
Choose this link to see projects that Amazon Chime is currently working on.
Amazon Chime SDK Project Board
The Amazon Chime SDK Project Board provides builders with an overview of community feature requests and their status across all the repositories for the Amazon Chime SDK (Amazon Chime SDK for JavaScript, Amazon Chime SDK React Component Library, Amazon Chime SDK for iOS and Amazon Chime SDK for Android). Each repository has a Community Issue template that allows builders to contribute community feature ideas for the Amazon Chime SDK.
The Amazon Chime team would like to prioritize issues that are most useful for our developer community. We recommend you give us a thumbs-up to the features on our Project Board that look interesting to you.
Note: This Project Board is provided for informational purposes only. AWS does not commit to release any solution or feature described in the Project Board.
Project Board Categories
Here is what each of the different categories in the Project Board mean:
Tell Us What You Need: This is a list of feature requests that community members of Amazon Chime SDK have expressed their interest in. Features in this category have not yet been evaluated by the Amazon Chime SDK team.
Researching: We are considering it, but cannot commit if, or when, we will work on items in this list. This means we are evaluating the feature and how it might work, to determine whether it is something we may want to start working on. We may propose mitigations or alternative options (if they exist) and encourage our community members to also make suggestions that would interest the community.
We’re working on it: This is work in progress and we are evaluating design decisions or working through implementation, automation, testing, approvals, documentation and release mechanics. Items in this column may stay here for several months as we work through the implementation.
Shipped: This is a launched feature that is supported by AWS to be used in your production workloads. You will find links to the Amazon Chime SDK version containing this feature and any supporting documentation.
Choose this link to see projects that Amazon Chime is currently working on.
Give feedback on this guide


Lorem Ipsum is simply dummy text of the printing and typesetting industry. Lorem Ipsum has been the industry's standard dummy text ever since the 1500s, when an unknown printer took a galley of type and scrambled it to make a type specimen book.
It
has survived not only five centuries, but also the leap into electronic typesetting, remaining essentially unchanged. It was popularised in the 1960s with the release of Letraset sheets containing Lorem Ipsum passages, and more
recently with desktop publishing software like Aldus PageMaker including versions of Lorem Ipsum.
- phasellius sit amet velit actor
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OUR MISSION
Making farming easier
through easier strategies
and technologies.
OUR VISION
Improve rural livelihoods
through sustainable
food systems.
2
YEARS OF EXPERIENCE
100
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THE BEST LITTLE WHOREHOUSE IN TEXAS
February 23-28, 2006
Directed by Michael Garner
Musical Director - Juna Broome
Choreographer - Christine Cloer
THE CAST
Miss Wulla Jean - Shelly Bilbo
Miss Mona - Angela Watkins
Miss Mona's Girls / The Doggettes
Juna Broome, Amber Cruise, Susan DeFatta, Erin Granberry, Amanda Hall,
Lacy Hinton, Delta Holloway, Marian Latimer, Pam Leggett, Christy Liggitt,
Sarah Robinson, Candi Smith, Tamara Sowell, Nora Walters, Stacy Wansley,
Melissa Zdernek
The Aggie Boys
Jay Baggett, Dallen Boutwell, Sam Buchanan, Kyle Chesney, Gene Hudson,
Barrett Smith, Tyler Smith, Mike Travis
Melvin P Thorpe - Dennis Granberry
Sheriff Ed Earl Dodd - Gerald Wansley
Mayor Rufus Poindexter - Gene Hudson
Senator Wingwoah - Tod Lightsey
Governor - Gus Bowering
Cameraman - Wesley Slade
TV Announcer - Kyle Chesney
Angelettes - Amber Cruise, Kwang Gunnaleka, Katelyn Smith
Scruggs - Mike Travis
Edsel - Jay Baggett
Doatsey Mae - Cathy Merrikan
The Pit Singers
Sam Buchanan, Dallen Boutwell, Sandra Boutwell, Ty Evans, Kwang Gunnaleka,
Martha Holifield, Wesley Slade, Barrett Smith


KYUBI & KIRI
KYUBI & MINGMING
KIRI
KYUBI
POKER
Phone:<PHONE_NUMBER>6
Email: jtmendoza@student.apc.edu.ph


We got users!
- transition extensible supply-chains
- evolve front-end mindshare
- matrix impactful synergies
- disintermediate strategic solutions
- morph robust niches
- repurpose leading-edge metrics
- whiteboard extensible vortals
- deliver user-centric metrics
- engineer wireless portals
- synthesize robust ROI


Virtualization uses software to create an abstraction layer over computer hardware that allows the hardware elements of a single computer—processors, memory, storage and more—to be divided into multiple virtual computers, commonly called virtual machines (VMs). Each VM runs its own operating system (OS) and behaves like an independent computer, even though it is running on just a portion of the actual underlying computer hardware.
It follows that virtualization enables more efficient utilization of physical computer hardware and allows a greater return on an organization’s hardware investment.
Today, virtualization is a standard practice in enterprise IT architecture. It is also the technology that drives cloud computing economics. Virtualization enables cloud providers to serve users with their existing physical computer hardware; it enables cloud users to purchase only the computing resources they need when they need it, and to scale those resources cost-effectively as their workloads grow.
To learn and understand more better you can watch the below video.
Benefits of virtualization
Virtualization brings several benefits to data center operators and service providers:
Resource efficiency: Before virtualization, each application server required its own dedicated physical CPU—IT staff would purchase and configure a separate server for each application they wanted to run. Invariably, each physical server would be underused. In contrast, server virtualization lets you run several applications—each on its own VM with its own OS—on a single physical computer without sacrificing reliability. This enables maximum utilization of the physical hardware’s computing capacity.
Easier management: Replacing physical computers with software-defined VMs makes it easier to use and manage policies written in software. This allows you to create automated IT service management workflows. For example, automated deployment and configuration tools enable administrators to define collections of virtual machines and applications as services, in software templates. This means that they can install those services repeatedly and consistently without cumbersome, time-consuming. and error-prone manual setup. Admins can use virtualization security policies to mandate certain security configurations based on the role of the virtual machine. Policies can even increase resource efficiency by retiring unused virtual machines to save on space and computing power.
Minimal downtime: OS and application crashes can cause downtime and disrupt user productivity. Admins can run multiple redundant virtual machines alongside each other and failover between them when problems arise. Running multiple redundant physical servers is more expensive.
IFaster provisioning: Buying, installing, and configuring hardware for each application is time-consuming. Provided that the hardware is already in place, provisioning virtual machines to run all your applications is significantly faster. You can even automate it using management software and build it into existing workflows.


This section lists known issues and bugs and gives some information on how to submit bug reports.
The following error can occur on Windows if the close() method isn’t used at the end of the program:
Exception LookupError: 'unknown encoding: utf-8' in <bound method
Workbook.__del__ of <xlsxwriter.workbook.Workbook object at 0x022C1450>>
This appears to be an issue with the implicit destructor on Windows. It is under investigation. Use close() as a workaround.
Some early versions of Excel 2007 do not display the calculated values of formulas written by XlsxWriter. Applying all available Service Packs to Excel should fix this.
Due to wide range of possible formulas and interdependencies between them XlsxWriter doesn’t, and realistically cannot, calculate the result of a formula when it is written to an XLSX file. Instead, it stores the value 0 as the formula result. It then sets a global flag in the XLSX file to say that all formulas and functions should be recalculated when the file is opened.
This is the method recommended in the Excel documentation and in general it works fine with spreadsheet applications. However, applications that don’t have a facility to calculate formulas, such as Excel Viewer, or several mobile applications, will only display the 0 results.
If required, it is also possible to specify the calculated result of the formula using the optional value parameter in write_formula():
worksheet.write_formula('A1', '=2+2', num_format, 4)
In Workbook() 'constant_memory' mode XlsxWriter uses an optimisation where cell strings aren’t stored in an Excel structure call “shared strings” and instead are written “in-line”.
This is a documented Excel feature that is supported by most spreadsheet applications. One known exception is Apple Numbers for Mac where the string data isn’t displayed.
Here are some tips on reporting bugs in XlsxWriter.
The bug you are reporting may already be fixed in the latest version of the module. Check the Changes in XlsxWriter section as well.
The XlsxWriter documentation has been refined in response to user questions. Therefore, if you have a question it is possible that someone else has asked it before you and that it is already addressed in the documentation.
There are several example programs in the distribution. Many of these were created in response to user questions. Try to identify an example program that corresponds to your query and adapt it to your needs.
The official XlsxWriter Issue tracker is on GitHub.
A sample bug report is shown below. If you use this format then it will help to analyse your question and respond to it more quickly.
XlsxWriter Issue with SOMETHING
I am using XlsxWriter and I have encountered a problem. I want it to do SOMETHING but the module appears to do SOMETHING ELSE.
I am using Python version X.Y.Z and XlsxWriter x.y.z.
Here is some code that demonstrates the problem:
from xlsxwriter.workbook import Workbook workbook = Workbook('hello.xlsx') worksheet = workbook.add_worksheet() worksheet.write('A1', 'Hello world') workbook.close()


Please reverse mentor your managers
19 Mar 2018“Everybody automate everything, now!” - Enterprise CTO (who just got back from a industry networking event)
“I wish my management would help bring in some of this cool network automation stuff I am learning from my peers online” - Network engineer
I’ve heard these comments from numerous organizations; often from CTOs and engineers within the same organization. So if the topmost level of the management is laying down goals to automate “everything” and the engineers themselves are excited to make it happen, why is there a gap?
So are middle managers the problem? Across organizations, middle mangers could be senior network engineers who have advanced to a point where there is no technical growth path. They have become comfortable managing a team of network engineers and know how to hire network talent. The automation space is filled with technical jargon and buzzwords that are new (and therefore scary). Coming from a technical background fear of the unknown can be unnerving.
From my experience, looking at this objectively, some ofthe common questions/pitfalls a network organization faces with respect to taking on automation are as follows:
-
Aversion to risk
-
Prioritizing automation
-
Fear of ownership
-
Uncharted hiring waters
Note that I did not call out “Skill Gaps”. In my opinion, the lack of automation tech-skills is the easiest risk that can be resolved. So much so that I refuse to even list it above.
1. Aversion to risk
Network engineers have an OCD streak in them. It was a survival technique. No one wants to be troubleshooting production issues at 2 in the morning, so we are trained to obsessively check and double-check any changes to the network. In the past this has been a necessary trait. With the advancement in virtualization technologies, it is time for us to overcome this behavior. Easier said than done, but I want to lay out some practical steps for network engineers to get there:
-
If you are a major vendor shop (say Cisco/Juniper/Arista etc), use them. I always see the twitverse and other social media outlets with every vendor encouraging and trying to help engineers build automation skill sets. Use your SE as your partner to build PoCs and present them to your management. It is hard to fight data.
-
Recruit your manager. What is important to her this quarter or year? Take it on as an automation undertaking. If you are waiting for your manager to tell you to automate something, you are doing something wrong.
-
Recruit business stakeholders. Start small, educate using PoCs. Demonstrate due-diligence. In spite of all this, if something goes wrong, the organization will learn from the experience. By starting small, organizations will embrace failure.
2. Prioritizing
This is a top conversation item when I talk to engineers trying to bring in automation to their organization. “My manager is fine with me picking up automation as long as I continue to execute my day job. Where do I find the time when my day is already loaded!”
-
Have you tried talking to your manager about how spending 2 days to automate VLAN creation and deletion in your datacenter is going to free everyone’s time by 10%? The time gained can then be used to automate even more repeatable tasks building upon itself.
-
Build a case for automation. Have verifiable and achievable goals to automate.
-
Use external peers or vendor resources to justify your case.
-
Empathize with your manager. There might be pressure from her superiors. Partner with her to make her successful
3. Fear of ownership
Network IT organizations have forgotten that switches and routers are nothing but computers running specialized applications on them. We have become accustomed to getting a “box” from a vendor, turning it on and tuning it. With downtime translating to revenue loss, network changes were/are always classified “high risk” and subject to excruciating peer-reviews and change control procedures. How many times has improperly configured “redundancy” mechanisms been the root cause for outages? But, there was always a “get out of jail free card” we could use - open a support ticket with the vendor and count on their magic incantations to fix our problems.
If we use automation one of the biggest fear is not having that “throat to choke”. Meaning, if you wrote a piece of automation and executing it caused an outage, then you are to blame. How do we get around this one? Remember the CTO who wanted to automate all the things? This really means building a culture of trust and moving away from the blame game. When automation causes an outage, that should be a learning opportunity for the organization.
Another cultural aspect is getting over the idea of buying a box and turning it on - expecting it to automate all the things. Automation within an organization can be very subjective. There might be generalizations but the business objectives will usually determine the automation fingerprint.
4. Uncharted hiring waters
I alluded to this earlier. Middle managers are comfortable hiring network talent and managing them (they’ve done it before and know what it takes to administer the network). With pressure from superiors, managers are in a dilemma - Should I hire a developer and teach her networks or should I teach my current network resources programming?!
While I have nothing against hiring of developers to manage a network, I think there is no reason that a current network resource will not be able to pick up programming skills to automate the network. Here are my reasons:
-
Network engineers are declarative programmers (Configuring BGP is declarative programming)
-
Network engineers understand distributed databases (OSPF anyone?)
-
At a high level, network engineers understand concepts of OOPs and functional logic (QoS policies, PBR?)
For managers to be successful, IMO, they have to take a crash course to get familiar with the technology space. I don’t see another way around it. It does not have to be deeply technical but something like a 3 day workshop to understand version control systems, DevOps methodologies and tools will be extremely beneficial. This could even be entirely a reverse mentoring process; maybe using weekly meetings. You could even bring your team along by organizing internal “hackathons” to solve particular use cases. Turn this around and use it as a recruiting tool to attract talented engineers.
Conclusion
In conclusion, I am convinced that the most resistance organizations are facing in the adoption of network automation is in the middle. I think this can be solved through education and partnering. If you’ve had experiences that were successful or otherwise do share. The community will benefit from our collective understanding of challenges across the board.
Twitter: Share it with your followers or Follow me on Twitter!


{% extends 'base.html' %} {% block body %}
The results are ordered by priority (clockwise starting from the "Checking" semi-circle graph).
Results are calculated as:
1. Checking - one month worth of living expenses
2. Savings - three months worth of living expenses
3. 401K match - (if applicable), calculated based on user inputted percent match and percent of salary to match
4. IRA - maximum $5,500 IRS contribution
5. 401K - (if applicable), maximum $18,000 IRS contribution less 401K match
6. Brokerage - remaining assets
"Target Remaining" in black denotes the amount that the user should be funding that account.
"Amount Funded" in blue denotes the amount that the user is able to fund that account based on their assets.
"Not Applicable" in grey is reserved for accounts that do not apply to the user.
Note that the brokerage account is either "Not Applicable" if the user does not have enough remaining assets or 100% "Amount Funded", since there is no target value.


Tournament Creator
You can already create your own tournament. Let's Go!!
Tournament Name:
{{tourFinal.name}}
Teams
{{#listTeam}}
{{/listTeam}}


Membership Training, Yeosu, Republic of Korea.
2018.08.04 ~ 06
SMMCLab members participate in the Membership Training, Yeosu, Republic of Korea.
--- layout: index title: News group: navigation tags : [blog, posts, post] author : Pakyoungno css: js: keywords: bootstrap4, UI kit, jekyll canonical: https://pakyoungno.github.io/News --- {% include JB/setup %}
SMMCLab members participate in the Membership Training, Yeosu, Republic of Korea.


{% extends 'django_openstack/dash/base.html' %} {% block sidebar %} {% with current_sidebar="containers" %} {{block.super}} {% endwith %} {% endblock %} {% block page_header %}
There are currently no objects in the container {{container_name}}. You can upload a new object from the Object Upload Page >>


Will also note that we only signed up yesterday... less than 24 hours to installation? Well done @orange. 8/11/2018, 6:13:25 AM Favs: 1 Retweets: 0 link


Major - Computer Engineering
Degree - Bachelors
GPA - 3.6/4
Major - Software Engineering
Degree - Masters
GPA - 3.6/4
Java |
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J2EE |
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ADF |
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MEAN |
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Html/CSS |
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Java Script |
• Developed network security framework for the purpose of protection against the malicious attacks on the peer in P2P network.
• Ideated, Designed and Developed one of the key feature of Tamper proofing that was implemented using third party CA and PKI infrastructure.
• Worked as an application developer for order handling application, developing features using Core Java, JSP-Servlets on Oracle DB.
• Displayed strong grip over Unix flavored OSs and achieved high percentages of code coverage by writing unit tests using Junit.
• Designed and Developed modules for Oracle Fusion for Human Capital Management (HCM) domain using Oracle ADF technology.
• Achieved higher customer satisfaction and improved performance by promptly implementing functionalities and fixing critical bugs.
• Worked successfully under SCRUM software development framework with a global team from United States, China and India.
• Worked as a full stack developer for an on demand SaaS based human capital management software solutions using Dart JS, mustache templates, Spring, REST APIs and a hybrid database architecture of MySQL and MongoDB using TDD.
• Adopted quickly to the startup environment, learnt the new technologies and displayed highly efficient independent work.
• Developed user stories, solved critical bugs and helped the team plan for the sprints working under strict scrum methodology.
Passionate Guitarist
Passionate Traveller
Passionate Cricketer


---
layout: post
status: publish
published: true
title: WWDC 2012 Hopes and Dreams
author: Arthur Rosa
author_login: arthurlockman
author_email<EMAIL_ADDRESS>author_url: https://b.rthr.me
wordpress_id: 337
wordpress_url: http://b.rthr.me/?p=337
date: '2012-06-11 12:35:53 -0400'
date_gmt: '2012-06-11 16:35:53 -0400'
---
With just under an hour to go until the WWDC 2012 keynote, the Apple store is down, no doubt in preparation for an announcement of some kind to come in the speech. I have a few "last requests" as it were before whatever news we're getting drops. Here's my hopes:
- Mountain Lion is available immediately. My colleagues and I have had way too many problems with Lion. I'm hoping that ML is either available today, or within the next week. Maybe that's why the store is down.
- New iMacs and MacBook Pros. Even though it's not typical of Apple to announce hardware changes to its computer line at a keynote speech, it's almost given that at some point in the near future Macs are going to get retina displays. Maybe now is the time.
- No new iPhone. It's been under a year since the 4S came out. I don't think that Apple would release one right now. Usually, people buy the iPhone when it comes out, which would mean that there's no one out there who would be eligible for upgrade without penalty. I think that, based on the previous release pattern of iPhones, it can be assumed that Apple would wait at least a year before announcing a new upgrade.
- iOS 6. I have a ton of requests and wishes for iOS 6. They're detailed here. Hopefully we see some of them.
I suppose now all there is to do is sit back and enjoy the liveblogs. I recommend personally the MacStories Liveblog, which can be found over here.
Let's see what happens.


01-April-2010: Freecell Solver Enterprises™, Inc., on behalf of the Freecell Solver™ development team, is glad to announce the upcoming availability of Freecell Solver™ Enterprise Edition. In its Enterprise Edition, Freecell Solver™ will be enhanced to solve generalised Freecell, in which there can be an arbitrary number of card ranks. Since generalised Freecell is NP-complete. This will allow us to use Freecell Solver™'s ingenious, cutting-edge algorithms to solve the previously hard, provably NP-Complete problems of the Travelling Salesman problem, Subset sum, Sudoku and Enterprise content management.
Since we expect some of our customers to wish to solve NP-complete problems
with data sets of an order larger than the standard computer word (32-bit or
64-bit), we are going to start using
the "GNU MP Bignum Library" (GMP). As our
CTO, Ron Johnson, says By making use of Freecell Solver™ Enterprise
Edition's sophisticated algorithms, we expect a cluster of 2,000 32-way
high-performance supercomputers to solve a 17,179,869,184 (2 to the power of 34)
problem, a short time before the heat death of the universe.
That's not the only change expected in Freecell Solver™ Enterprise Edition.
Until now Freecell Solver™ was written in ANSI C and was dependent only on
the standard C library. To make it more enterprise ready, we decided to convert
to such enterprise-ready languages as C++ and Java, and to utilise such
enterprise-ready
Cross-Platform
Abstraction Libraries such as Boost, Qt, glib, Apache's Portable
Runtime (APR), or ACE. Our CTO continues: Phil Greenspun
said
that “Any sufficiently complicated C or Fortran program contains an ad hoc,
informally-specified, bug-ridden, slow implementation of half of
Common Lisp.”. Well, now Freecell Solver™ will contain an
ad hoc, informally-specified, bug-ridden and slow, but
enterprise ready, implementation of half of Common Lisp. This
is really very exciting.
We don't know yet which of these libraries
we are going to use, but we are likely to use more than one based on the
enterprise-readiness of their individual components.
Naturally, as the company behind Freecell Solver™ Enterprise Edition, Freecell Solver Enterprises™ does not expect to keep Freecell Solver™'s original permissive licence, the MIT/X11 License, because code which is licensed under it is easy to abuse, misuse, and generally use. Instead, the core Freecell Solver™ Enterprise Edition functionality would be available under the Affero General Public License (AGPL) version 3, while making some extended functionality available only under own own custom, proprietary licence - exclusively for paying customers. We are really excited about this change which will allow us to protect our intellectual property from people and enterprises who will abuse, misuse or generally just use it.
Here is what others say about that:
Don Knuth: Freecell Solver™ Enterprise Edition really
excites me. I didn't think I'll see the day when we see an
Enterprise-ready
NP-complete solver, but Freecell Solver™ EE made it happen. I can't
wait to play with it.
Larry Wall: Freecell Solver™ Enterprise Edition is the
epitome of Laziness and Hubris, but unfortunately requires a lot of
Patience.
Bill and Ted: Enterprise Content Management! Yeah!!! Star
Trek is Excellent, bro. Excellent!!! So where's Captain Kirk?
Shlomi Fish (the original creator of Freecell Solver):
Eh, what the hell?
As you can see, everybody are united in their opinion that Freecell Solver™ Enterprise Edition is the best thing since Enterprise bread came sliced by and for enterprises.
One can download the Freecell Solver™ Enterprise Edition version 1.0.0 source tarball, and after resolving all the essential dependencies and building it (as documented in the INSTALL file), type ./fc-solve --help-enterprise to get help for the enterprise features.


{% extends "registration/registration_base.html" %} {% load i18n %} {% block content %}
{% blocktrans %} You have been sent a confirmation email. To complete the registration process, please click the link in the email. {% endblocktrans %}
{% endblock %}


|
George TenetGeorge Tenet is the type of guy that real hardcore CIA officers typically love to hate: a lifelong politico with no experience doing intelligence work who waltzes in at the behest of a president and takes over the show. But whatever points he may have lost for being a bureaucratic schmuck, the real test of loyalty lies ahead. If Tenet decides to take the hit for those pesky missing Weapons of Mass Destruction, he'll go down in Company history as a hero. If he pawns it off on his case officers and analysts, he'll be remembered not only as a villain but also probably as the guy who destroyed the remnants of what the CIA was originally intended to be. Tenet's resume lends itself to government work. He went to Georgetown and Columbia, majoring in "It's A Big World Out There, And We're Not The Only Country In It." Tenet proceeded to completely fail to distinguish himself in any way in the conventional "real world" sense for about the next 20 years. Needless to say, this meant he was a roaring success in terms of the Washington, D.C., cultural black hole, filling a series of positions that began with "Assistant to" or "Director for" or "Special Assistant to," with a series of incrementally more important people and/or offices following the preposition. Only in Washington can you make "being an assistant" into a life's vocation. Tenet performed such important duties as coordinating directives on priorities and directing the oversight of negotiations, not to mention preparing reports on such oversight and indeed coordinating oversight activities, not to mention coordinating the oversight of legislative statutory reporting requirements. You can clearly see how all this experience would prepare a man for intelligence work. The only active verb to be found anywhere on Tenet's resume was "kiss" and the only subject for that verb was "ass." This particular specialty would, in the final analysis, vault him to the top. By 1994, Tenet had latched onto a hated CIA director John Deutch, who ran amuck in the Agency by operating essentially on the theory that the CIA shouldn't do so much of that nasty spying stuff. Deutch left in 1996, and his designated replacement was Tony Lake, Bill Clinton's National Security director, a widely despised Washington insider with a reputation for making policy political. When Clinton tried to push Lake into the CIA director's job, muffled screams of anguish could be heard emanating from the Agency's headquarters in Langley, Va., and not-at-all-muffled screams of outrage were heard from the Republican senators who were in charge of confirming any CIA director nomination. Lake's nomination sank like a rock, and with no backup plan in place, Clinton turned to the "special assistant for" and asked him to step up to the plate.  He got the job.  The collapse of the Soviet Union had provoked an existential crisis about what the agency was supposed to do with itself, and much hand-wringing ensued at virtually every level of government, and within the agency itself. Tenet quickly won over both the CIA grunts and the White House suits mostly on the basis of his personal charm. He was a key player in the Clinton administration's ludicrously ineffective efforts to nab Osama bin Laden, and later in the Bush² administration's spectacularly ineffective efforts to do the same thing. Unlike most political appointees, Tenet stayed on after Clinton left office, mostly due to an aggressive effort to ingratiate himself with George W Bush, an extremely social animal who responded well to flattery and personal attention. Although the CIA's failure to anticipate or prevent the al Qaeda attacks of September 11 would seem to be gross derelictions of duty (especially since we knew about the strategy in advance), Tenet managed to dodge or deflect responsibility, part of a tightly coordinated decision at every level of the Bush administration to stonewall the public on the topic of advanced knowledge. Condoleezza Rice was on the front line in this effort, with flatly ridiculous statements like "I don't think anybody could have predicted ... that they would try to use an airplane as a missile, a hijacked airplane as a missile" despite the fact that Algerian terrorists had hijacked a plane and tried to crash it into the Eiffel Tower in December 1994, that a crazed maniac tried to crash a light airplane into the White House earlier that the same year, that a captured bin Laden operative told the FBI in 1995 that he was going to crash a plane into CIA headquarters, that the FBI knew al Qaeda infiltrators were taking flying lessons in 1994, 1995, 1998 and 2001, and so on, and so on, and so on... Fortunately for Tenet, most of the known warnings had come through the FBI and not the CIA. It wasn't hard to see how this would happen, since Tenet could bury any document under an "above top secret" clearance for eternity just by sneezing on it. While 9/11 precipitated a flurry of criticism of the Agency, very little of the shitstorm stuck to Tenet's slightly rumpled gray suits. The CIA director managed to keep coming up roses until January of 2003, when his buddy George W. spoke the fatal "16 words" that would bury the Agency and its director in controversy for the foreseeable future: "The British government has learned that Saddam Hussein recently sought significant quantities of uranium from Africa." Would that it had stopped there. This, along with numerous other claims about Iraqi WMDs would encompass not only Tenet but the entire CIA into a morass of investigations, informational hearings and independent panels that shows no sign of slowing as of this writing. Tenet had to step forward and publicly abase himself for the "16 words." Unfortunately, there were about 900 other words in the same State of the Union address which turned out to be completely untrue as well. These included claims that Iraq had:
This was also flatly wrong. al Qaeda was in Iraq, in the same way that the organization is in the United States, the United Kingdom, Canada, the Philippines and Germany, and to a far lesser extent than the organization is entrenched in our so-called allies Pakistan and Saudi Arabia. Clearly, the White House had some 'splaining to do. Tenet and the CIA were appointed to take the fall. The White House (and its Congressional surrogates) have repeatedly characterized the Iraqi WMD charges as an "intelligence failure," and Tenet has tentatively agreed to play along with this characterization -- despite the fact that to most casual observers, it seems fairly obvious that these claims originated at the express bidding of the White House in general (and Dick Cheney in particular). Tenet doesn't seem to be in any particular hurry to tender his resignation, however. In a recent speech, he defended his position and trumpeted his importance, saying "the President of the United States sees me six days a week, every day." The last thing any president wants is a disgruntled former CIA chief out on the streets, which no doubt accounts for the long, secure tenure of William Casey. But Tenet's current address is the corner of Rock St. and Hard Place Ave. Sneakier, meaner, tougher S.O.B.s than him have been sacrificed to the Gods of Public Deniability in the past, and it's an election year. It might just be time to start updating that resume. I hear there's an opening for a special executive assistant to a senior coordinator for something or other... Bonus color commentary from Slate Magazine: "As deputy director of the CIA, [Tenet] shaved his beard at his boss's request." Timeline
|


Access is password protected and needs a valid Cisco.com login. If you are a customer and don't have a login please register here:
Cisco.com Registration.
By tracking a broad set of attributes for email and web, SenderBase supports very accurate conclusions about a given host.
It generates a granular reputation score ranging from -10 to +10.
On this page it is grouped into Good, Neutral and Poor for simplicity reasons.
Read more.
Neutral
Web Category
Web Category
Cisco IronPort Web Usage Controls provide dozens URI categories, and are the industry-leading
solution for enforcing acceptable-use policies for web access. It combines the most accurate URI
database with the widest coverage in the industry and real-time dynamic categorization to identify
objectionable content hidden in the dark web.
Search Engines and Portals
Search engines and other initial points of access to information on the Internet.
Last Day
Last Month
Email Volume
Email Volume
Email volume uses a log scale with a base of 10. A volume of 10 equates to 100% of the world's email volume.
A one point decrease in magnitude equates to a 10x decrease in actual volume.
This only gives insight about the total email volume and not about the reputation.
Read more.
8.0
8.0
Volume Change
Volume Change
Difference between the volume for the last day and the average daily volume for the previous month.
28%
Mail Servers
Mail Servers
Hostnames responsible for sending emails for the domain according to DNS.
Loading...
Top Network Owners
Network Owner
Network Owner
The organization name for some larger corporate and educational networks.
Last Month Volume
Email Volume
Email volume uses a log scale with a base of 10. A volume of 10 equates to 100% of the world's email volume.
A one point decrease in magnitude equates to a 10x decrease in actual volume.
This only gives insight about the total email volume and not about the reputation.
Read more.
Location Data
Loading...
IP Addresses
Whois
Email Volume History
Top IP addresses used to send emails in google.com
Domain
The displayed domain name is a sample from the entire /24 netblock of IP addresses.
Thus it might be incorrect if the domain name is not the same across the /24 netblock.
Export...
IP Address
Hostname
Fwd/Rev
DNS Match
Fwd/Rev DNS Match
Forward and Reverse DNS lookups are performed to see, if the name to IP and IP to name
DNS lookups produce the same results. This feature is used to see if DNS is correctly set up
for a host and can be an indicator for a malicious host.
Volume
Email Volume
Email volume uses a log scale with a base of 10. A volume of 10 equates to 100% of the world's email volume.
A one point decrease in magnitude equates to a 10x decrease in actual volume.
This only gives insight about the total email volume and not about the reputation.
Read more.
Blacklists
Blacklists
SenderBase.org offers a free lookup on other popular external Spam Blacklists.
This is done so you can resolve delivery problems easier by using SenderBase.org.
If external Blacklists are listing your hosts you need to work with them to get your systems removed from their lists.
Email Rep.
Reputation Score
By tracking a broad set of attributes for email and web, SenderBase supports very accurate conclusions about a given host.
It generates a granular reputation score ranging from -10 to +10.
On this page it is grouped into Good, Neutral and Poor for simplicity reasons.
Read more.


Bring order to your group names
I'm not and admin buff, so I try to keep time spending in administration short. Management of groups for security purposes can be a drag on your administrative time. Since Notes basically let you do whatever you want, I find a lot of organic grown group structures. These are hard to maintain and often confusing. So over the years we refined a group structure, that is easy to understand as well as processable through code. The groups consist of three semantic elements connected by a dot:
&domainname dot metagroup dot purpose
Some examples:
&mycorp.sys.accessserver
&mycorp.sys.server01.signagents
&mycorp.sys.denyaccess
&yourcorp.apps.leave.administrator
&mycorp.apps.leave.support
&theircorp.apps.news.users
&domainname stands for your domain name or a sensible abbreviation of it.
metagroup can be either sys for system group (e.g. server access) or apps for applications
purpose can be composed out of one or more sub-elements. In the system metagroup it would be either an access role .createdatabase or a servername with an access role x34za.denyaccess. In the application metagroup it always will be the name of the application and the application function. . leave.hr .po.manager etc. Depending on your organization's size you might want to tweak the structure rules for the best fit (<advertisement>if in doubt ask TAO for consulting services</advertisement>). Keep in mind to stick to the maximum length of 64 characters
The structure has a number of advantages:
&domainname dot metagroup dot purpose
Some examples:
&mycorp.sys.accessserver
&mycorp.sys.server01.signagents
&mycorp.sys.denyaccess
&yourcorp.apps.leave.administrator
&mycorp.apps.leave.support
&theircorp.apps.news.users
&domainname stands for your domain name or a sensible abbreviation of it.
metagroup can be either sys for system group (e.g. server access) or apps for applications
purpose can be composed out of one or more sub-elements. In the system metagroup it would be either an access role .createdatabase or a servername with an access role x34za.denyaccess. In the application metagroup it always will be the name of the application and the application function. . leave.hr .po.manager etc. Depending on your organization's size you might want to tweak the structure rules for the best fit (<advertisement>if in doubt ask TAO for consulting services</advertisement>). Keep in mind to stick to the maximum length of 64 characters
The structure has a number of advantages:
- Using the # in front makes sure the groups are not mixed with user names or mail-group names in the address dialogue
- Having the domain (or a sensible abbreviation of it) in front eases the maintenance of ACL of databases and templates that get replicated across domains (e.g. from system integrator to customer)
- The structure allows for easy parsing. E.g. a server document must only contain groups that have .sys. in the second position. A ACL can only contain groups that carry the application name in third position. We typically use a registration database where all databases are configured with their "application name" to a acl scanner can find inconsistencies
- We typically add a #mycorp.apps.NameOfTheApp.support group with designer rights to every database. The group is empty. When there is a need for troubleshooting a workflow process will add the developer to this group for a specified time frame. This way we avoid the two pitfalls in security: giving developers full admin rights or giving them permanent developer access to production databases
- Since group names for applications are well defined you can use the application registration database for some kind of self service, where the business owner of a database grants access to a user by filling in a form and a background agent is updating the Domino directory. You can have as much audit trail and workflow as your auditors need to see.
- ACL structures can be fine granular and well defined at the same time. E.g. you can enforce (and scan) rules like: If it is not a mail file, there must not be a person entry. Every database needs a support group with designer access (the structure would determine the exact name). etc.
Posted by Stephan H Wissel on 16 March 2006 | Comments (2) | categories: Show-N-Tell Thursday


Want different courses? Try a new search!
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Here are the courses where reviewers were talking about your keywords the most often!
Check out the Term Xray for the top class. Your next best courses are below!
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Headings and extra
evo_typo--x-large
evo_typo--large
evo_typo--small
evo_typo--x-small
Reusable classes for headings
I have the same font-size of H1
I have the same font-size of H2
I have the same font-size of H3
I have the same font-size of H4
I have the same font-size of H5
I have the same font-size of H6
Bold
Italic
Caps
Align text to the left
Align text to the center
Align text to the right
capitalize
uppercase
LOWERCASE
underline
Text no wrap


Fund Existing Request
Add funding to existing GitHub Issues
Coming soon
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Coming soon


Thanks for applying to the DSC NIT-Agartala. I hope that you loved the "Root-Node Challenge" (yes, it had a name :P)... and I am extremely sorry if you didn't, actually the challenge was supposed to be a LOT more interesting (running on a dedicated backend server and involving complex cryptography, Image processing, and some calculus), but I had to design all the posters, draft all the messages and do a hell lot of other formalities... so I was not able to spice things up in the challenge :(. Nevertheless, I'd love to hear from you, please spare 2 mins of your precious time to fill the feedback form HERE
And now talking about the recruitment process.
Seriously, I have received waaaaayyyy too many responses than I expected. Glad to see that you guys are so much interested in joining the DSC, even amidst this pandemic. So coming to the important part... your RESUME, LinkedIn profile, and everything else will be reviewed by DSC Leads of OTHER Institutes, to ensure fair play. Looking at the amount of application form... this may take a while.
Now I want to clear a few things:
1) Please don't ping me regarding the DSC :( , as I said earlier DSC is NOT like other clubs, here if someone knows even slightly more than you then he will be preferred than you... so #NoNepotism (fun-fact: Nepotism comes from a Latin word which literally means nephew, no wonder it is so prevalent in BollyWood. xD)
2) The composition of the CORE team:- So the first thing "THE CORE TEAM IS NOT PERMANENT", if someone underperforms then as per the guidelines issued by DSC, they will be immediately replaced. I have decided to keep the composition of the CORE team as follows: 2 for ML, 1 for Android, 1 for DSA, 1 for Web-Development, 1 Designing Lead, 1 Editorial Lead, 1 Outreach Lead, and 1 additional Co-Lead. Note that this composition is not fixed and is subjected to change as per future events(i.e addition of Unity Developers or Cloud-Domain developers). All the posts will be filled by applicants evaluated by the google forms which you filled. And due to such a small size of the CORE team, only the best candidates will be selected.
3) Regarding the CORE team and the volunteers:- See the CORE team and the volunteers are one-and-the-same , the only difference? CORE members will communicate the necessary instructions to the Lead. There is NO CORPORATE type hierarchy at DSC, and thus a being a CORE team member doesn't make you the head of other people. It has been recommended by Google Developers to form a CORE team just for the smooth functioning of the DSC in the campus. So please just don't bother yourself with the fact "Yaar mere dost ka Core team me selection ho gaya, and I was not able to make it :(". Both of you will write "Member of DSC-NITA on LinkedIn".
4) What's next:- Usually after the application form filling, which of course does not happens in this manner at other institutes xD, there is a walk-in interview, but due to the pandemic we've been recommended to forgo the interview process. I'll keep you updated regarding this.
5) This is the first time we've got DSC at our campus, infact I believe this is the first DSC in NE India (along with NIT-Silchar), so we may not be able to achieve all the big things like other matured DSCs in the world(especially in this pandemic), but atleast we can keep the slope of the development graph positive.
I guess that's all. In case of any queries feel free to reach out to me(only on LinkedIn) :D.
P.S.: Most of you voted for COLDPLAY, thanks for that :p.
Yours truly,
Ayush Singh
Lead - DSC NIT-A.
LinkedIn
Github
FYI I love the NodeJS console <3