high_scalability high_scalability-2012 knowledge-graph by maker-knowledge-mining
1 high scalability-2012-12-31-Designing for Resiliency will be so 2013
Introduction: A big part of engineering for a quality experience is bringing in the long tail . An improbable severe failure can ruin your experience of a site, even if your average experience is quite good. That's where building for resilience comes in. Resiliency used to be outside the realm of possibility for the common system. It was simply too complex and too expensive. An evolution has been underway, making 2013 possibly the first time resiliency is truly on the table as a standard part of system architectures. We are getting the clouds, we are getting the tools, and prices are almost low enough. Even Netflix, real leaders in the resiliency architecture game, took some heat for relying completely on Amazon's ELB and not having a backup load balancing system, leading to a prolonged Christmas Eve failure . Adrian Cockcroft, Cloud Architect at Netflix, said they've investigated creating their own load balancing service, but that "we try not to invest in undifferentiated heavy lifting.
2 high scalability-2012-12-28-Stuff The Internet Says On Scalability For December 28, 2012
Introduction: It's HighScalability time: 306 items per second: Orders on Amazon Quotable Quotes: @hackofalltrades : When positive change is only viewed through its scalability, bad things happen. @faizanj : Is it time for #Netflix to move to a hybrid cloud architecture similar to Zynga zCloud? @adrianco : we try not to invest in undifferentiated heavy lifting @qui_oui : "scalability": a word that makes me think of how likely you are to have the ability to grow scales. @Ninad_M : The question is, is #antifragile conceptually opposite of #bigdata @pbailis : Batch your disk/network IO, kernel interrupts, customer package shipments -> delay arrival but increase efficiency @Carnage4Life : One lesson that is hard for people to learn. Knowing that something occurred is different from knowing why it occurred The best tech documentation both informs about the technology and teaches the wider context in which it plays a part. That fits the 400+ page
3 high scalability-2012-12-26-Ask HS: What will programming and architecture look like in 2020?
Introduction: This topic has been ripped directly from Lambda the Ultimate's What will programming look like in 2020? post. They are having a lively discussion and if you are interested in flexing your holiday thought muscles we might have a good discussion too. Eight years is a difficult prediction horizon. It's too short to simply project out current trends and it's too long to discount potential technological breakthroughs coming to market. There's the challenge. Some of my lousy predictions: Programmers Will Form Guilds Around New Gamified Training Hubs The Web Will Become More Closed Before it Becomes More Open Not Everyone Will Become a Programmer Focus Will Shift to Creating Bigger People Instead of Chasing Big Ideas Programmers Will Form Guilds Around New Gamified Training Hubs I was reading a book called The Merchant of Prato , the fascinating story of a rich merchant during the Renaissance, drawn directly from his own voluminous records and letters. His was
Introduction: Who's Hiring? Flurry has built large-scale app measurement and advertising services that are used by more than 80,000 media companies and independent developers to monetize mobile and related platforms. If you're interested in joining a thriving, growing team, please check us out . Rumble Games is looking for a Senior Platform Engineer to build massively scalable and shared services for the next generation of online games. We have the best team this industry has seen, and we will transform the way people play together. Join us . Duolingo , a fast-growing (>11% per week), free (no ads, no fees, no subscriptions) language learning site is looking for an infrastructure engineer to scale Duolingo to millions of users, please apply here . We need awesome people @ Booking.com - We want YOU! Come design next generation interfaces, solve critical scalability problems, and hack on one of the largest Perl codebases. Apply: http://www.booking.com/jobs.en-us.html
5 high scalability-2012-12-21-Stuff The Internet Says On Scalability For December 21, 2012
Introduction: We at HighScalability are betting the over on the whole Mayan end of the world thingy: 200M: monthly active Twitterers ; 120: number of Netflix reencodings ; 1.2 Million Years: Pr0n Watched Since 2006 ; 100M: Google Core-Hours Awarded to Science Quotable Quotes: @shipilev : I've settled on saying that if performance is the scalar field in state space, then scalability is just it's gradient. @AndiMann : "Only 1% of #Amazon users should care about #cloud scalability, elasticity". Brilliant! @Guerrero_FJ : Always remember: 'scalability problems should be solved when there are scalability problems.' #leanstartup Santa's Architecture : It's a little known fact that Santa Clause was an early queue innovator. Faced with the problem of delivering a planet full of presents in one night, Santa, in his hacker's workshop, created a Present Distribution System using thousands of region based priority pr
6 high scalability-2012-12-18-Georeplication: When Bad Things Happen to Good Systems
Introduction: Georeplication is one of the standard techniques for dealing when bad things--failure and latency--happen to good systems. The problem is always: how do you do that? Murat Demirbas , Associate Professor at SUNY Buffalo, has a couple of really good posts that can help: MDCC: Multi-Data Center Consistency and Making Geo-Replicated Systems Fast as Possible, Consistent when Necessary . In MDCC: Multi-Data Center Consistency Murat discusses a paper that says synchronous wide-area replication can be feasible. There's a quick and clear explanation of Paxos and various optimizations that is worth the price of admission. We find that strong consistency doesn't have to be lost across a WAN: The good thing about using Paxos over the WAN is you /almost/ get the full CAP (all three properties: consistency, availability, and partition-freedom). As we discussed earlier (Paxos taught), Paxos is CP, that is, in the presence of a partition, Paxos keeps consistency over availability. But, P
7 high scalability-2012-12-17-11 Uses For the Humble Presents Queue, er, Message Queue
Introduction: It's a little known fact that Santa Clause was an early queue innovator. Faced with the problem of delivering a planet full of presents in one night, Santa, in his hacker's workshop, created a Present Distribution System using thousands of region based priority present queues for continuous delivery by the Rudolphs. Rudolphs? You didn't think there was only one Rudolph did you? Presents are delivered in parallel by a cluster of sleighs, each with redundant reindeer in a master-master configuration. Each Rudolph is a cluster leader and they coordinate work using an early and more magical version of the ZooKeeper protocol. Programmers have followed Santa's lead and you can find a message queue in nearly every major architecture profile on HighScalability . Historically they may have been introduced after a first generation architecture needed to scale up from their two tier system into something a little more capable (asynchronicity, work dispatch, load buffering, database offloadin
8 high scalability-2012-12-14-Stuff The Internet Says On Scalability For December 14, 2012
Introduction: In a hole in the Internet there lived HighScalability: $140 Billion : trivial cost of Google fiber everywhere; 5,200 GB : data for every person on Earth; 6 hours : time it takes for a 25-GPU cluster to crack all the passwords; Quoteable Quotes: hnriot : Good architecture eliminates the need for prayer. @adrianco : we break AWS, they fix it. Stuff that's breaking now is mostly stuff other clouds haven't got to yet. Scalability Rules : Design for 20x capacity. • Implement for 3x capacity. • Deploy for ~1.5x capacity. Fast typing Aaron Delp with his AWS re:Invent Werner Vogel Keynote Live Blog . Some key points: Decompose into small loosely coupled, stateless building blocks; Automate your application and processes; Let Business levers control the system; Architect with cost in mind; Protecting your customer is the first priority; In production, deploy to at least two availability zones; Integrate security into your application from the ground up
Introduction: We've long known one of the virtues of the cloud is, through the magic of services and automation, that systems can be shut or tuned down when not in use. What may be surprising is how much money can be saved. This aspect of cloudiness got a lot of pub at AWS re:Invent and is being rebranded under the term Cost-Aware Architecture . An interesting example was given by Ryan Park, Pinterest’s technical operations lead: 20% of their systems are shutdown after hours in response to traffic loads Reserved instances are used for standard traffic On-demand and spot instances are used to handle the elastic load throughout the day. When more servers are needed for an auto-scaled service, spot requests are opened and on-demand instances are started at the same time. Most services are targeted to run at about 50% on-demand and 50% spot. Watchdog processes continually check what's running. More instances are launched when needed and terminated when not needed. If spot prices spik
Introduction: Who's Hiring? Flurry has built large-scale app measurement and advertising services that are used by more than 80,000 media companies and independent developers to monetize mobile and related platforms. If you're interested in joining a thriving, growing team, please check us out . Rumble Games is looking for a Senior Platform Engineer to build massively scalable and shared services for the next generation of online games. We have the best team this industry has seen, and we will transform the way people play together. Join us . Duolingo , a fast-growing (>11% per week), free (no ads, no fees, no subscriptions) language learning site is looking for an infrastructure engineer to scale Duolingo to millions of users, please apply here . We need awesome people @ Booking.com - We want YOU! Come design next generation interfaces, solve critical scalability problems, and hack on one of the largest Perl codebases. Apply: http://www.booking.com/jobs.en-us.html
11 high scalability-2012-12-10-Switch your databases to Flash storage. Now. Or you're doing it wrong.
Introduction: This is a guest post by Brian Bulkowski , CTO and co-founder of Aerospike , a leading clustered NoSQL database, has worked in the area of high performance commodity systems since 1989. Why flash rules for databases The economics of flash memory are staggering. If you’re not using SSD, you are doing it wrong. Not quite true, but close. Some small applications fit entirely in memory – less than 100GB – great for in-memory solutions. There’s a place for rotational drives (HDD) in massive streaming analytics and petabytes of data. But for the vast space between, flash has become the only sensible option. For example, the Samsung 840 costs $180 for 250GB. The speed rating for this drive is rated by the manufacturer at 96,000 random 4K read IOPS, and 61,000 random 4K write IOPS. The Samsung 840 is not alone at this price performance. A 300GB Intel 320 is $450. An OCZ Vertex 4 256GB is $235, with the Intel being rated as slowest, but our internal testing showing
12 high scalability-2012-12-07-Stuff The Internet Says On Scalability For December 7, 2012
Introduction: It's HighScalability Time: Quotable Quotes: Built to win : 4Gb/s, 10k requests per second, 2,000 nodes, 3 datacenters, 180TB and 8.5 billion requests. Design, deploy, dismantle in 583 days to elect the President. @CarlosTheSailor : In modern terms, feudalism was a sort of scalability solution for the tribal system - @angel_m, starting from the beginning @randybias : "Software-defined" is the new "cloud." Sprinkle it on your products along with an API and you *are* the future. How can you resist a story about Lady Gaga and BigData ? BigData magic helps convert her more than 31 million Twitter followers and over 51 million Facebook followers into sales by creating more intimate communities of little monsters. While Twitter, Google, Apple, and Facebook are all concentrating on eviscerating the middleman, Lady Gaga wants to cut them all out of the action too. Reap and sow. Reap and sow. Multi-Armed Bandit testing sounds so much cooler t
13 high scalability-2012-12-05-5 Ways to Make Cloud Failure Not an Option
Introduction: With cloud SLAs generally being worth what you don't pay for them, what can you do to protect yourself? Sean Hull in AirBNB didn’t have to fail has some solid advice on how to deal with outages: Use Redundancy . Make database and webserver tiers redundant using multi-az or alternately read-replicas. Have a browsing only mode . Give users a read-only version of your site. Users may not even notice failures as they will only see problems when they need to perform a write operation. Web Applications need Feature Flags . Build in the ability to turn off and on major parts of your site and flip the switch when problems arise. Consider Netflix’s Simian . By randomly causing outages in your application you can continually test your failover and redundancy infrastructure. Use multiple clouds . Use Redundant Arrays of Inexpensive Clouds as a way of surviving outages in any one particular cloud. None of these are easy and it's worth considering that your application may
Introduction: Perhaps it is because the whole world feels as if it’s riding on the edge of a jagged knife that the idea of resilience is becoming a dominant theme across so many domains. Resilience in beings first developed when cells evolved a way of maintaining inner order through homeostatic (stability through constancy) mechanisms. After homeostasis was mastered, allostasis (stability through change) developed as a way of responding to a dynamic world of challenge. In economics we have the idea of Transition Towns , which emphasizes developing local economies as a way of being resilient to global failures. In agriculture we have the idea of permaculture , building a permanent agriculture by embracing diversity, sustainability, perennial systems, avoiding monocultures, and using edge thinking . There are many more examples, including psychological resilience and the legendary resilience of ecosystems . To explore the idea of resiliency we’ll look at a
15 high scalability-2012-11-30-Stuff The Internet Says On Scalability For November 30, 2012
Introduction: We're back and it's HighScalability Time: 1B Tweets Every 2.5 Days : Twitter. 1 billion transactions/day : Salesforce. Storing 700 terabytes of data into a single gram of DNA . Downside, reading is very slow . And any data might conflict with the messages aliens have already inserted. Assuming my infonome is 1 TB, it would cost $1,338,333 to store my existence in Amazon Glacier for a long nowish 10,000 years. #notbad Quotable Quotes: @cloudpundit : @Werner: "I've hugged a lot of servers in my life, and believe me, they do not hug you back. They hate you." #reinvent @jinman : Werner #reinvent The commandments of 21st century architectures 1) Controllable, 2)Resilient, 3)Adaptive and 4) Data Driven #cloud @dandonovan78 : Wow. Netflix video streaming has grown from 1M hours to 1 BILLION hours a month in less than 4 years. Insane. #scalability #aws #reinvent @sandfoxuk : Linear scalability - the spherical cow of clou
Introduction: This is a guest post by Sachin Sinha , Founder of Iqlect and developer of BangDB . The goal for the paper is to provide the performances data for following embedded databases under various scenarios for random operations such as write and read. The data is presented in graphical manner to make the data self explanatory to some extent. LevelDB : LevelDB is a fast key-value storage library written at Google that provides an ordered mapping from string keys to string values. Leveldb is based on LSM (Log-Structured Merge-Tree) and uses SSTable and MemTable for the database implementation. It's written in C++ and availabe under BSD license. LevelDB treats key and value as arbitrary byte arrays and stores keys in ordered fashion. It uses snappy compression for the data compression. Write and Read are concurrent for the db, but write performs best with single thread whereas Read scales with number of cores BerkleyDB : BerkleyDB (BDB) is a library that provides high perf
Introduction: Who's Hiring? We need awesome people @ Booking.com - We want YOU! Come design next generation interfaces, solve critical scalability problems, and hack on one of the largest Perl codebases. Apply: http://www.booking.com/jobs.en-us.html Teradata Aster is looking for Distributed Systems , Analytic Applications , and Performance Architects . As a member of the Architecture Group you will help define the technical roadmap for the product. Hadapt is looking for software engineers . Come shape a cutting-edge technology while working in the fun, collaborative environment of a fast-paced start-up. Do you manage site operations for a high traffic web site? If so, then Zoosk in SF is looking for you. Let's push the boundaries of site operations technology together. Join our team. www.zoosk.com/careers . Wiredrive is looking for a SENIOR WEB APPLICATION SYSTEMS ADMINISTRATOR and a TEST AUTOMATION ENGINEER to join our agile infrastructure team. For full job descr
18 high scalability-2012-11-26-BigData using Erlang, C and Lisp to Fight the Tsunami of Mobile Data
Introduction: This is a guest post by Jon Vlachogiannis . Jon is the founder and CTO of BugSense . BugSense, is an error-reporting and quality metrics service that tracks thousand of apps every day. When mobile apps crash, BugSense helps developers pinpoint and fix the problem. The startup delivers first-class service to its customers, which include VMWare, Samsung, Skype and thousands of independent app developers. Tracking more than 200M devices requires fast, fault tolerant and cheap infrastructure. The last six months, we’ve decided to use our BigData infrastructure, to provide the users with metrics about their apps performance and stability and let them know how the errors affect their user base and revenues. We knew that our solution should be scalable from day one, because more than 4% of the smartphones out there, will start DDOSing us with data. We wanted to be able to: Abstract the application logic and feed browsers with JSON Run complex algorithms on the fly Expe
19 high scalability-2012-11-22-Gone Fishin': PlentyOfFish Architecture
Introduction: Other than StackOverflow , PlentyOfFish is perhaps the most spectacular example of scale-up architectures working for what your average sane person would consider a large system. It doesn't hurt that it's also a sexy story. Update 5 : PlentyOfFish Update - 6 Billion Pageviews And 32 Billion Images A Month Update 4 : Jeff Atwood costs out Markus' scale up approach against a scale out approach and finds scale up wanting. The discussion in the comments is as interesting as the article. My guess is Markus doesn't want to rewrite his software to work across a scale out cluster so even if it's more expensive scale up works better for his needs. Update 3 : POF now has 200 million images and serves 10,000 images served per second. They'll be moving to a 250,000 IOPS RamSan to handle the load. Also upgraded to a core database machine with 512 GB of RAM, 32 CPU’s, SQLServer 2008 and Windows 2008. Update 2 : This seems to be a POF Peer1 love fest infomercial . It's pretty cont
Introduction: With over 15 billion page views a month Tumblr has become an insanely popular blogging platform. Users may like Tumblr for its simplicity, its beauty, its strong focus on user experience, or its friendly and engaged community, but like it they do.Growing at over 30% a month has not been without challenges. Some reliability problems among them. It helps to realize that Tumblr operates at surprisingly huge scales: 500 million page views a day, a peak rate of ~40k requests per second, ~3TB of new data to store a day, all running on 1000+ servers.One of the common patterns across successful startups is the perilous chasm crossing from startup to wildly successful startup. Finding people, evolving infrastructures, servicing old infrastructures, while handling huge month over month increases in traffic, all with only four engineers, means you have to make difficult choices about what to work on. This was Tumblr's situation. Now with twenty engineers there's enough energy to work on issues an
21 high scalability-2012-11-15-Gone Fishin': Justin.Tv's Live Video Broadcasting Architecture
23 high scalability-2012-11-12-Gone Fishin': Hilarious Video: Relational Database Vs NoSQL Fanbois
26 high scalability-2012-11-05-Are we seeing the renaissance of enterprises in the cloud?
27 high scalability-2012-11-01-Cost Analysis: TripAdvisor and Pinterest costs on the AWS cloud
28 high scalability-2012-10-31-Gone Fishin': LiveJournal Architecture
30 high scalability-2012-10-29-Gone Fishin' Two
31 high scalability-2012-10-29-Gone Fishin': Welcome to High Scalability
32 high scalability-2012-10-26-Stuff The Internet Says On Scalability For October 26, 2012
33 high scalability-2012-10-25-Not All Regions are Created Equal - South America Es Bueno
34 high scalability-2012-10-24-Saving Cash Using Less Cache - 90% Savings in the Caching Tier
36 high scalability-2012-10-19-Stuff The Internet Says On Scalability For October 19, 2012
37 high scalability-2012-10-18-Save up to 30% by Selecting Better Performing Amazon Instances
40 high scalability-2012-10-15-Simpler, Cheaper, Faster: Playtomic's Move from .NET to Node and Heroku
41 high scalability-2012-10-12-Stuff The Internet Says On Scalability For October 12, 2012
42 high scalability-2012-10-11-RAMCube: Exploiting Network Proximity for RAM-Based Key-Value Store
43 high scalability-2012-10-10-Antirez: You Need to Think in Terms of Organizing Your Data for Fetching
44 high scalability-2012-10-09-Batoo JPA - The new JPA Implementation that runs over 15 times faster...
46 high scalability-2012-10-04-Stuff The Internet Says On Scalability For October 5, 2012
47 high scalability-2012-10-04-LinkedIn Moved from Rails to Node: 27 Servers Cut and Up to 20x Faster
50 high scalability-2012-09-28-Stuff The Internet Says On Scalability For September 28, 2012
53 high scalability-2012-09-21-Stuff The Internet Says On Scalability For September 21, 2012
54 high scalability-2012-09-20-How Vimeo Saves 50% on EC2 by Playing a Smarter Game
55 high scalability-2012-09-19-The 4 Building Blocks of Architecting Systems for Scale
57 high scalability-2012-09-15-4 Reasons Facebook Dumped HTML5 and Went Native
58 high scalability-2012-09-14-Stuff The Internet Says On Scalability For September 14, 2012
59 high scalability-2012-09-12-Using Varnish for Paywalls: Moving Logic to the Edge
60 high scalability-2012-09-11-How big is a Petabyte, Exabyte, Zettabyte, or a Yottabyte?
61 high scalability-2012-09-10-Russ’ 10 Ingredient Recipe for Making 1 Million TPS on $5K Hardware
62 high scalability-2012-09-07-Stuff The Internet Says On Scalability For September 7, 2012
65 high scalability-2012-08-30-Stuff The Internet Says On Scalability For August 31, 2012
66 high scalability-2012-08-30-Dramatically Improving Performance by Debugging Brutally Complex Prolems
67 high scalability-2012-08-28-Making Hadoop Run Faster
68 high scalability-2012-08-27-Zoosk - The Engineering behind Real Time Communications
69 high scalability-2012-08-24-Stuff The Internet Says On Scalability For August 24, 2012
71 high scalability-2012-08-22-Cloud Deployment: It’s All About Cloud Automation
74 high scalability-2012-08-16-Stuff The Internet Says On Scalability For August 17, 2012
75 high scalability-2012-08-16-Paper: A Provably Correct Scalable Concurrent Skip List
78 high scalability-2012-08-10-Stuff The Internet Says On Scalability For August 10, 2012
79 high scalability-2012-08-08-3 Tips and Tools for Creating Reliable Billion Page View Web Services
82 high scalability-2012-08-05-Ask MemSQL: Anything you want to know about MemSQL?
83 high scalability-2012-08-03-Stuff The Internet Says On Scalability For August 3, 2012
85 high scalability-2012-08-02-Ask DuckDuckGo: Is there Anything you Want to Know About DDG?
86 high scalability-2012-08-01-Prismatic Update: Machine Learning on Documents and Users
88 high scalability-2012-07-27-Stuff The Internet Says On Scalability For July 27, 2012
89 high scalability-2012-07-25-Vertical Scaling Ascendant - How are SSDs Changing Architectures?
93 high scalability-2012-07-20-Stuff The Internet Says On Scalability For July 20, 2012
94 high scalability-2012-07-18-Strategy: Kill Off Multi-tenant Instances with High CPU Stolen Time
96 high scalability-2012-07-16-Cinchcast Architecture - Producing 1,500 Hours of Audio Every Day
97 high scalability-2012-07-13-Stuff The Internet Says On Scalability For July 13, 2012
98 high scalability-2012-07-12-4 Strategies for Punching Down Traffic Spikes
99 high scalability-2012-07-11-FictionPress: Publishing 6 Million Works of Fiction on the Web
101 high scalability-2012-07-09-Data Replication in NoSQL Databases
102 high scalability-2012-07-06-Stuff The Internet Says On Scalability For July 6, 2012
103 high scalability-2012-07-05-10 Golden Principles For Building Successful Mobile-Web Applications
104 high scalability-2012-07-04-Top Features of a Scalable Database
105 high scalability-2012-07-02-C is for Compute - Google Compute Engine (GCE)
107 high scalability-2012-06-27-Paper: Logic and Lattices for Distributed Programming
110 high scalability-2012-06-22-Stuff The Internet Says On Scalability For June 22, 2012
111 high scalability-2012-06-20-iDoneThis - Scaling an Email-based App from Scratch
112 high scalability-2012-06-20-Ask HighScalability: How do I organize millions of images?
113 high scalability-2012-06-18-The Clever Ways Chrome Hides Latency by Anticipating Your Every Need
115 high scalability-2012-06-15-Stuff The Internet Says On Scalability For June 15, 2012
116 high scalability-2012-06-15-Cloud Bursting between AWS and Rackspace
117 high scalability-2012-06-13-Why My Soap Film is Better than Your Hadoop Cluster
118 high scalability-2012-06-11-Monday Fun: Seven Databases in Song
119 high scalability-2012-06-08-Stuff The Internet Says On Scalability For June 8, 2012
120 high scalability-2012-06-07-Case Study on Scaling PaaS infrastructure
121 high scalability-2012-06-07-3 Secrets to Lightning Fast Mobile Design at Instagram
122 high scalability-2012-06-05-Thesis: Concurrent Programming for Scalable Web Architectures
124 high scalability-2012-06-04-OpenFlow-SDN is Not a Silver Bullet for Network Scalability
125 high scalability-2012-06-01-Stuff The Internet Says On Scalability For June 1, 2012
127 high scalability-2012-05-28-The Anatomy of Search Technology: Crawling using Combinators
128 high scalability-2012-05-25-Stuff The Internet Says On Scalability For May 25, 2012
129 high scalability-2012-05-24-Build your own twitter like real time analytics - a step by step guide
133 high scalability-2012-05-18-Stuff The Internet Says On Scalability For May 18, 2012
134 high scalability-2012-05-16-Big List of 20 Common Bottlenecks
135 high scalability-2012-05-14-DynamoDB Talk Notes and the SSD Hot S3 Cold Pattern
136 high scalability-2012-05-11-Stuff The Internet Says On Scalability For May 11, 2012
137 high scalability-2012-05-10-Paper: Paxos Made Moderately Complex
138 high scalability-2012-05-09-Cell Architectures
140 high scalability-2012-05-07-Startups are Creating a New System of the World for IT
141 high scalability-2012-05-04-Stuff The Internet Says On Scalability For May 4, 2012
143 high scalability-2012-05-02-12 Ways to Increase Throughput by 32X and Reduce Latency by 20X
145 high scalability-2012-04-27-Stuff The Internet Says On Scalability For April 27, 2012
146 high scalability-2012-04-26-Akaros - an open source operating system for manycore architectures
147 high scalability-2012-04-25-The Anatomy of Search Technology: blekko’s NoSQL database
149 high scalability-2012-04-20-Stuff The Internet Says On Scalability For April 20, 2012
151 high scalability-2012-04-17-YouTube Strategy: Adding Jitter isn't a Bug
152 high scalability-2012-04-16-Instagram Architecture Update: What’s new with Instagram?
153 high scalability-2012-04-13-Stuff The Internet Says On Scalability For April 13, 2012
155 high scalability-2012-04-09-Why My Slime Mold is Better than Your Hadoop Cluster
156 high scalability-2012-04-09-The Instagram Architecture Facebook Bought for a Cool Billion Dollars
157 high scalability-2012-04-06-Stuff The Internet Says On Scalability For April 6, 2012
159 high scalability-2012-04-03-Hazelcast 2.0: Big Data In-Memory
160 high scalability-2012-04-02-YouPorn - Targeting 200 Million Views a Day and Beyond
161 high scalability-2012-03-30-Stuff The Internet Says On Scalability For March 30, 2012
164 high scalability-2012-03-27-Big Data In the Cloud Using Cloudify
165 high scalability-2012-03-26-7 Years of YouTube Scalability Lessons in 30 Minutes
166 high scalability-2012-03-23-Stuff The Internet Says On Scalability For March 23, 2012
167 high scalability-2012-03-22-Paper: Revisiting Network I-O APIs: The netmap Framework
168 high scalability-2012-03-21-The Conspecific Hybrid Cloud
169 high scalability-2012-03-19-LinkedIn: Creating a Low Latency Change Data Capture System with Databus
170 high scalability-2012-03-16-Stuff The Internet Says On Scalability For March 16, 2012
171 high scalability-2012-03-14-The Azure Outage: Time Is a SPOF, Leap Day Doubly So
174 high scalability-2012-03-09-Stuff The Internet Says On Scalability For March 9, 2012
175 high scalability-2012-03-07-Scale Indefinitely on S3 With These Secrets of the S3 Masters
176 high scalability-2012-03-06-Ask For Forgiveness Programming - Or How We'll Program 1000 Cores
177 high scalability-2012-03-02-Stuff The Internet Says On Scalability For March 2, 2012
178 high scalability-2012-03-01-Grace Hopper to Programmers: Mind Your Nanoseconds!
179 high scalability-2012-02-29-Strategy: Put Mobile Video Into Cold Storage After 30 Days
181 high scalability-2012-02-27-Zen and the Art of Scaling - A Koan and Epigram Approach
182 high scalability-2012-02-24-Stuff The Internet Says On Scalability For February 24, 2012
184 high scalability-2012-02-20-Berkeley DB Architecture - NoSQL Before NoSQL was Cool
185 high scalability-2012-02-17-Stuff The Internet Says On Scalability For February 17, 2012
187 high scalability-2012-02-16-A Short on the Pinterest Stack for Handling 3+ Million Users
190 high scalability-2012-02-10-Stuff The Internet Says On Scalability For February 10, 2012
193 high scalability-2012-02-03-Stuff The Internet Says On Scalability For February 3, 2012
196 high scalability-2012-01-31-Performance in the Cloud: Business Jitter is Bad
197 high scalability-2012-01-30-37signals Still Happily Scaling on Moore RAM and SSDs
198 high scalability-2012-01-27-Stuff The Internet Says On Scalability For January 27, 2012
199 high scalability-2012-01-25-Google Goes MoreSQL with Tenzing - SQL Over MapReduce
200 high scalability-2012-01-24-The State of NoSQL in 2012
201 high scalability-2012-01-23-Facebook Timeline: Brought to You by the Power of Denormalization
202 high scalability-2012-01-20-Stuff The Internet Says On Scalability For January 20, 2012
203 high scalability-2012-01-19-Is it time to get rid of the Linux OS model in the cloud?
205 high scalability-2012-01-17-Paper: Feeding Frenzy: Selectively Materializing Users’ Event Feeds
206 high scalability-2012-01-13-Stuff The Internet Says On Scalability For January 13, 2012
207 high scalability-2012-01-12-Peregrine - A Map Reduce Framework for Iterative and Pipelined Jobs
208 high scalability-2012-01-10-A Perfect Fifth of Notes on Scalability
209 high scalability-2012-01-09-The Etsy Saga: From Silos to Happy to Billions of Pageviews a Month
210 high scalability-2012-01-06-Stuff The Internet Says On Scalability For January 6, 2012
211 high scalability-2012-01-05-Shutterfly Saw a Speedup of 500% With Flashcache
212 high scalability-2012-01-04-How Facebook Handled the New Year's Eve Onslaught