Sardor Muminov muminoff

General Background and Overview

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

Latency numbers every programmer should know

L1 cache reference ......................... 0.5 ns
Branch mispredict ............................ 5 ns
L2 cache reference ........................... 7 ns
Mutex lock/unlock ........................... 25 ns
Main memory reference ...................... 100 ns             
Compress 1K bytes with Zippy ............. 3,000 ns  =   3 µs
Send 2K bytes over 1 Gbps network ....... 20,000 ns  =  20 µs
SSD random read ........................ 150,000 ns  = 150 µs

Read 1 MB sequentially from memory ..... 250,000 ns = 250 µs

Getting back my productivity

Effectiveness is doing the right things.
Efficiency is doing things right.

Effectiveness

three outcomes for the day

Serving Django and Twisted using HAproxy

Why?

Because we wanted to achive the following while developing a webapp using websockets:

Static serving (nginx), Django application (gunicorn) and Websockets service (twisted)

on the same IP

	#!/usr/bin/env python
	# -- coding: utf-8 --

	"""

	pip install networkx distance pattern

	In Flipboard's article[1], they kindly divulge their interpretation
	of the summarization technique called LexRank[2].

	<html>
	<head>
	<title>D3 Axis Example</title>
	<script src="http://d3js.org/d3.v2.js"></script>
	</head>

	<body>
	<button id="rescale" onclick="rescale();">Rescale</button>
	<script>
	var width = 700,

	### Install OpenJDK
	cd ~
	sudo apt-get update
	sudo apt-get install openjdk-7-jre-headless -y

	### Download and Install ElasticSearch
	### Check http://www.elasticsearch.org/download/ for latest version of ElasticSearch and replace wget link below
	wget https://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-1.3.1.deb
	sudo dpkg -i elasticsearch-1.3.1.deb

	[
	"Automotive",
	"Budgeting",
	"HVAC",
	"Heaters",
	"Hydraulics",
	"Logistics Management",
	"Management",
	"Negotiation",
	"Project Planning",

	1. Install Linux updates, set time zones, followed by GCC and Make

	sudo yum -y update
	sudo ln -sf /usr/share/zoneinfo/America/Indianapolis \
	/etc/localtime
	sudo yum -y install gcc make


	2. Download, Untar and Make Redis 2.8 (check here http://redis.io/download)

	#!/bin/sh

	# Some things taken from here
	# https://github.com/mathiasbynens/dotfiles/blob/master/.osx

	# Set the colours you can use
	black='\033[0;30m'
	white='\033[0;37m'
	red='\033[0;31m'
	green='\033[0;32m'