- Probabilistic Data Structures for Web Analytics and Data Mining : A great overview of the space of probabilistic data structures and how they are used in approximation algorithm implementation.
- Models and Issues in Data Stream Systems
- Philippe Flajolet’s contribution to streaming algorithms : A presentation by Jérémie Lumbroso that visits some of the hostorical perspectives and how it all began with Flajolet
- Approximate Frequency Counts over Data Streams by Gurmeet Singh Manku & Rajeev Motwani : One of the early papers on the subject.
- [Methods for Finding Frequent Items in Data Streams](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.187.9800&rep=rep1&t
  
    
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  | Modify /etc/sysctl.conf and add | |
| vm.overcommit_memory=1 | |
| Then restart sysctl by: | |
| $ sudo sysctl -p /etc/sysctl.conf | 
  
    
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  | #!/bin/bash | |
| # Use whichever region you're working in | |
| export AWS_DEFAULT_REGION=eu-west-1 | |
| # Make ec2-user's home dir the install to make it easier to navigate when subsequently ssh-ing in to instances | |
| su ec2-user - | |
| cd /home/ec2-user | |
| echo Working dir is `pwd` | 
  
    
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  | # Block Facebook IPv4 | |
| 127.0.0.1 www.facebook.com | |
| 127.0.0.1 facebook.com | |
| 127.0.0.1 login.facebook.com | |
| 127.0.0.1 www.login.facebook.com | |
| 127.0.0.1 fbcdn.net | |
| 127.0.0.1 www.fbcdn.net | |
| 127.0.0.1 fbcdn.com | |
| 127.0.0.1 www.fbcdn.com | |
| 127.0.0.1 static.ak.fbcdn.net | 
  
    
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  | import com.github.fge.jsonschema.core.report.ProcessingMessage | |
| import scala.collection.JavaConversions._ | |
| import com.fasterxml.jackson.databind.JsonNode | |
| import com.github.fge.jsonschema.main.JsonSchemaFactory | |
| import org.json4s._ | |
| import org.json4s.jackson.JsonMethods._ | 
- node.js
- Installation paths: use one of these techniques to install node and npm without having to sudo.
- Node.js HOWTO: Install Node+NPM as user (not root) under Unix OSes
- Felix's Node.js Guide
- Creating a REST API using Node.js, Express, and MongoDB
- Node Cellar Sample Application with Backbone.js, Twitter Bootstrap, Node.js, Express, and MongoDB
- JavaScript Event Loop
 
- Node.js for PHP programmers
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