The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process.

Processing 240

Processing Media Latency Innovation 240

Adrian Cockcroft

MAY 6, 2023

This is a very good thing to have, in fact Netflix built in monitoring for all users at the start of it’s streaming launch in 2007, and it was the very first workload that moved to AWS in 2009. A real-time user experience analytics engine for live video, that looked at all users rather than a subsample.

Serverless 145

Serverless Lambda Best Practices Traffic 145

Dynatrace

JULY 24, 2023

The evolution of DevOps automation Since the concept of DevOps emerged around 2007 and 2008 in response to pain points with Agile development, DevOps automation has been continuously evolving. Business process automation Business process automation is the foundation for improving operational efficiency.

DevOps 231

DevOps Traffic Efficiency Servers 231

Tasktop

JANUARY 18, 2022

January 17, 2007: Dr. Mik Kersten, Dr. Gail Murphy and Robert Elves founded Tasktop. Just to put it in context, here are some other highlights from 2007: Apple iPhone was announced and launched. Here is the announcement about the founding of the company a couple months after the incorporation [link]. .

Open Source 98

Open Source Speed Games Software 98

All Things Distributed

AUGUST 24, 2012

The papers are from 1987, 1997 and 2007. In 2007 Goetz revisited the results, this time also including SSD storage into the mix, which not surprisingly did change everything. The first paper is a true classic; in â??The The 5 Minute Ruleâ?? Amazingly the 5 Minutes still was in effect.

Storage 87

Storage Hardware AWS Data Engineering 87

CSS Wizardry

DECEMBER 3, 2024

Since founding csswizardry.com in 2007, I’ve shared hundreds of articles , tips, tricks, techniques, snippets, and more— all for free. These have ranged from simple one-liners to concepts that have shaped the way thousands of developers approach their work.

Code 107

Code Open Source Availability Development 107

All Things Distributed

AUGUST 9, 2007

Amazon Hackday 2007 in progress. Midnight in Seattle. World-wide

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The Netflix TechBlog

MARCH 1, 2021

The first generation of this system went live with the streaming launch in 2007. Background The Media Cloud Engineering and Encoding Technologies teams at Netflix jointly operate a system to process incoming media files from our partners and studios to make them playable on all devices.

Serverless 236

Serverless Media Latency Social Media 236

Tasktop

JANUARY 17, 2022

On January 12th, 2007, I defended my Ph.D. Today marks Tasktop’s 15th anniversary. thesis, which explored a new approach to focus and flow for developers. I took the weekend off for some skiing in Whistler, then filed the incorporation documents with Dr. Gail Murphy, my Ph.D.

Innovation 105

Innovation DevOps Strategy Mobile 105

John McCalpin

APRIL 2, 2020

This data is from the 2007 presentation. It is not surprising that there is a lot of scatter, but the factor of four range in Peak MFLOPS at fixed SPECfp_rate2000/core and the factor of four range in SPECfp_rate2000/core at fixed Peak MFLOPS was higher than I expected… (Also from the 2007 presentation.)

Benchmarking 59

Benchmarking Performance Latency Architecture 59

All Things Distributed

DECEMBER 22, 2012

My list stopped in 2007, so now that 2012 is almost at its end it is a good moment to add the next 5 years to the list. 2007: Foo Fighters, Echoes, Silence, Patience & Grace. My list stopped in 2007, so now that 2012 is almost at its end it is a good moment to add the next 5 years to the list. 1959: Ray Charles, What Id Say.

Traffic 72

Traffic Scalability Systems 72

All Things Distributed

DECEMBER 19, 2007

I wrote a first version of this posting on consistency models in December 2007, but I was never happy with it as it was written in haste and the topic is important enough to receive a more thorough treatment. ACM Queue asked me to revise it for use in their magazine and I took the opportunity to improve the article.

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All Things Distributed

JULY 10, 2007

I omitted the Dynamo reference from the previous collection, but now that the SOSP program is live: Guiseppe DeCandia, Deniz Hastorun, Madan Jampani, Gunavardhan Kakulapati, Avinash Lakshman, Alex Pilchin, Swami Sivasubramanian, Peter Vosshall and Werner Vogels, “Dynamo: Amazon's Highly Available Key-Value Store”, to appear in the Proceedings of the (..)

Operating System 60

Operating System Programming Availability Systems 60

All Things Distributed

OCTOBER 9, 2007

The 2007 Nobel prize in Physics has been awarded to Albert Fert and Peter Grünberg for independently discovering Giant Magnetoresistance in 1988. Their work had a tremendous impact on the computer industry as it revolutionized the way we could store and retrieve information on hard disks.

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O'Reilly

SEPTEMBER 12, 2023

But that’s not really how the world works, not now, and not back in 2007. A few years ago, many developers thought that minimizing “lines of code” was the key to simplification—and it would be easy to tell ChatGPT to solve a problem in as few lines of code as possible.

Software 124

Software Software Development Programming 124

Percona

OCTOBER 3, 2023

The concept of HugePages in Linux has existed for many years, first introduced in 2007. In order to understand THP, we should first start with a brief description of Linux HugePages. By default, the majority of widely used Linux distributions employ a virtual memory page size of 4KB.

Database 95

Database Servers Open Source C++ 95

Adrian Cockcroft

MARCH 21, 2020

When I joined Netflix in 2007 I was managing a team that built the personalized home page for the DVD shipping web site. The first thing I… Continue reading on The Startup ».

Testing 52

Testing Software Architecture Architecture Software 52

All Things Distributed

OCTOBER 2, 2017

The success of our early results with the Dynamo database encouraged us to write Amazon's Dynamo whitepaper and share it at the 2007 ACM Symposium on Operating Systems Principles (SOSP conference), so that others in the industry could benefit. This was the genesis of the Amazon Dynamo database.

Internet 113

Internet Internet AWS Performance 113

Percona

MARCH 23, 2023

This blog is in reference to our previous ones for ‘Innodb Performance Optimizations Basics’ 2007 and 2013. Although there have been many blogs about adjusting MySQL variables for better performance since then, I think this topic deserves a blog update since the last update was a decade ago, and MySQL 5.7

Performance 130

Performance Hardware Tuning Storage 130

Sutter's Mill

SEPTEMBER 24, 2010

Finally, here are links to previous Effective Concurrency columns: 1 The Pillars of Concurrency (Aug 2007). Sep 2007). 3 Use Critical Sections (Preferably Locks) to Eliminate Races (Oct 2007). 4 Apply Critical Sections Consistently (Nov 2007). 2 How Much Scalability Do You Have or Need? (Sep

Programming 40

Programming Website Scalability Design 40

Sutter's Mill

AUGUST 27, 2010

Finally, here are links to previous Effective Concurrency columns: 1 The Pillars of Concurrency (Aug 2007). Sep 2007). 3 Use Critical Sections (Preferably Locks) to Eliminate Races (Oct 2007). 4 Apply Critical Sections Consistently (Nov 2007). 2 How Much Scalability Do You Have or Need? (Sep

Website 40

Website Scalability Code Design 40

Sutter's Mill

JULY 12, 2010

Finally, here are links to previous Effective Concurrency columns: 1 The Pillars of Concurrency (Aug 2007). Sep 2007). 3 Use Critical Sections (Preferably Locks) to Eliminate Races (Oct 2007). 4 Apply Critical Sections Consistently (Nov 2007). 5 Avoid Calling Unknown Code While Inside a Critical Section (Dec 2007).

C++ 40

C++ Java Programming Website 40

Particular Software

JANUARY 27, 2020

Summary In 2007, the very first version of NServiceBus was a wrapper around MSMQ. Users would need to make significant changes to their systems just to account for this—it would by no means be a smooth transition. Support for other message transports was added through the years.

Transportation 98

Transportation Azure Open Source Systems 98

Smashing Magazine

JULY 29, 2021

In 2007, for example, the most common desktop resolution was 1024 × 768 pixels. Pixels have been the most common unit of CSS, dating to the beginning of the web. In the old world of desktop screens, before we had any smartphones, the screen’s pixels were always equivalent to CSS pixels.

Operating System 145

Operating System Mobile Testing Systems 145

Tim Kadlec

FEBRUARY 18, 2008

Let’s say you have a calendar of events, and all you want to retrieve all the events that occurred between 2005 and 2007. Being the smart developers we are, we wrapped all the event years in a span with a class of year, like so: 2007. Getting all the year spans where the value is between 2005 and 2007 is easy.

Code 40

Code Testing Development 40

Percona

DECEMBER 19, 2023

How data is encrypted Going one step further, we can run hexdiff on the two datafiles and look for differences: hexdiff /tmp/tdedata/postgresql/data/base/5/16397 /tmp/tdedata/postgresql/data/base/5/16404 Visuel HexDiff v 0.0.53

Open Source 89

Open Source Storage Database C++ 89

Percona Community

JANUARY 4, 2021

This is the english version of a 2007 article. In de.comp.os.unix.linux.misc somebody asked: Are commands in a script executed strictly sequentially, that is, will the next command only be executed when the previous command has completed, or will the shell automatically start the next command if the system has spare capacity?

Processing 40

Processing Systems 40

Tasktop

APRIL 2, 2020

Following the 2007-08 financial crisis, Harvard Business School’s Ranjay Gulati and his team analyzed 4,700 public companies to determine which business strategies work for navigating recessions.

Government 109

Government Innovation Strategy Technology 109

HammerDB

NOVEMBER 10, 2020

When you install it you accept the license agreement and once installed there is a file called LICENSE headed GNU GENERAL PUBLIC LICENSE Version 3, 29 June 2007 – so you know that the code is open source under GPLv3. That shouldn’t come as too much of a surprise.

Open Source 63

Open Source Code Programming Website 63

Adrian Cockcroft

JUNE 2, 2023

One example is that Netflix launched it’s streaming service in 2007, just at the point when the cost of streaming a movie over the network (which was dropping fast) became less than the cost of shipping a DVD. You need to be able to innovate fast enough to pivot or reinvent your business model and leverage the change.

Social Media 98

Social Media Innovation Open Source Entertainment 98

The Agile Manager

OCTOBER 28, 2007

An Unhealthy America: The Economic Burden of Chronic Disease -- Charting a New Course to Save Lives and Increase Productivity and Economic Growth October 2007 2 McLaughlin, Katy. The Price of a Four Star Rating The Wall Street Journal, 6-7 October 2007. How Top Watchmakers Intervene in Auctions The Wall Street Journal, 8 October 2007.

Government 40

Government Retail Energy Code 40

n0derunner

MAY 6, 2019

A 2007 paper, that still has lots to say on the subject of benchmarking storage and filesystems. Primarily aimed at researchers and developers, but is relevant to anyone about to embark on a benchmarking effort. A Nine year study of filesystem and storage benchmarking Download.

Benchmarking 40

Benchmarking Storage Cache Testing 40

Percona

DECEMBER 21, 2023

However, for 16 years since 2007, the MySQL query optimizer has had a “bug” that not only makes LIMIT 1 slower than LIMIT 10 but can also make the former a table scan, which tends to cause problems. You must understand how to use indexes to make sorting cheaper. Looking at this, can you say which is faster: LIMIT 1 or LIMIT 10 ?

Efficiency 110

Efficiency Database Open Source Performance 110

Percona

APRIL 12, 2023

MongoDB started out in 2007 as 10gen, a New York-based company looking to create a Platform as a Service (PaaS) solution. This blog article traces key developments that coincided with MongoDB’s move away from open source software, and it examines how SSPL influence might have lured others in the same direction.

Open Source 86

Open Source Programming Database Servers 86

The Agile Manager

SEPTEMBER 30, 2013

Wall Street Journal, 24 December 2007. A 2007 column in the WSJ pointed out that management by objective and total quality management have been replaced by a new trend: management by data. The modern industrial service economy has a few knowledge workers, and lots and lots of drones.

Education 45

Education Best Practices Retail Network 45

The Agile Manager

AUGUST 23, 2007

How a Company Made Everyone a Team Player ” The Wall Street Journal, Monday 13 August 2007. August 2007. Why Deere is Weeding Out Dealers Even as Farms Boom ” The Wall Street Journal, Tuesday, 14 August 2007. Why Deere is Weeding Out Dealers Even as Farms Boom ” The Wall Street Journal, Tuesday, 14 August 2007.

Innovation 40

Innovation Technology Technology Latency 40

Highly Scalable

MARCH 10, 2015

Fisher, 2007. Billsus, 2007. Zapf, 2007. [KJ05] An Empirical Analysis of Price Discrimination Mechanisms and Retailer Profitability, R. Khan and D. Jain, 2005. KOK07] Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application, A. Levin, 2013. Marlin, 2004. Pyle, 1999. Pazzani, D. Prairie, 2003.

Retail 152

Retail C++ Analytics Metrics 152