John McCalpin

APRIL 2, 2020

This was a keynote presentation at the “2nd International Workshop on Performance Modeling: Methods and Applications” (PMMA16), June 23, 2016, Frankfurt, Germany (in conjunction with ISC16 ). This data is from the 2007 presentation.

Benchmarking 59

Benchmarking Performance Latency Architecture 59

The Netflix TechBlog

JANUARY 10, 2024

The Netflix video processing pipeline went live with the launch of our streaming service in 2007. When Reloaded was designed, we focused on a single use case: converting high-quality media files (also known as mezzanines) received from studios into compressed assets for Netflix streaming.

Processing 229

Processing Media Latency Innovation 229

The Agile Manager

AUGUST 23, 2007

IT reward systems are also often based on individual performance tied to granular and highly focused statements of accomplishment. electing to continue to perform technical tasks), and also be highly unleveraged in a team (one manager to dozens of direct reports.) 6 “What we are is a high performance team.” August 2007.

Innovation 40

Innovation Technology Technology Latency 40

The Netflix TechBlog

FEBRUARY 13, 2023

Even after gaining access, one needed to deal with the challenges of homogeneity across different assets in terms of decoding performance, size, metadata, and general formatting. Training Performance Media model training poses multiple system challenges in storage, network, and GPUs.

Media 290

Media Storage Infrastructure Systems 290

All Things Distributed

OCTOBER 2, 2017

We were pushing the limits of what was a leading commercial database at the time and were unable to sustain the availability, scalability and performance needs that our growing Amazon business demanded. So, we set out to build a fully hosted AWS database service based upon the original Dynamo design.

Internet 128

Internet Internet AWS Performance 128

Percona

DECEMBER 19, 2023

As these fields do not contain sensitive data, this is not a security issue and helps with the performance and simplicity of the extension. Percona Distribution for PostgreSQL provides the best and most critical enterprise components from the open-source community, in a single distribution, designed and tested to work together.

Open Source 82

Open Source Storage Database C++ 82

The Netflix TechBlog

MARCH 1, 2021

The first generation of this system went live with the streaming launch in 2007. When Reloaded was designed, we were a small team of developers operating a constrained compute cluster, and focused on one use case: the video/audio processing pipeline. The second generation added scale but was extremely difficult to operate.

Serverless 228

Serverless Media Latency Social Media 228

Alex Russell

APRIL 29, 2021

Classics of the genre include: Apple's just focused on performance! The Performance Argument. As an engineer on a browser team, I'm privy to the blow-by-blow of various performance projects, benchmark fire drills, and the ways performance marketing (deeply) impacts engineering priorities. Web Performance APIs.

Media 145

Media Games Education Engineering 145

Highly Scalable

MARCH 10, 2015

Although these problems are very different, we are trying to establish a common framework that helps to design optimization and data mining tasks required for solutions. The design of the model heavily depends on the problem. Moreover, gross margin is not the only performance metric that is important for retailers. Applications.

Retail 152

Retail C++ Analytics Metrics 152

O'Reilly Software

MARCH 7, 2018

Service-oriented architecture (SOA) was hyped in the mid-2000s as a modern take on distributed systems architecture, which through modular design would provide productivity through loose coupling between collaborative services—so-called "WebServices"—communicating through externally published APIs. Most well-known is probably Apache Camel.

Transportation 72

Transportation Java Programming Architecture 72

High Scalability

NOVEMBER 25, 2019

Egnyte is a secure Content Collaboration and Data Governance platform, founded in 2007 when Google drive wasn't born and AWS S3 was cost-prohibitive. To help our customers manage ongoing data explosion, we have designed many of the core components over the last few years. Egnyte was founded in 2007. How big is your system?

Architecture 52

Architecture Cache Azure Storage 52

Percona

JANUARY 14, 2019

To simulate text messages I have used ~3 billion of reddit comments (10 years from 2007 to 2017), downloaded from pushshift.io. With the latest ClickHouse version, all of these features are available, but some of them may not perform fast enough. At the same time, it was not originally designed that way. Deleting messages.

Database 40

Database Analytics Blockchain Healthcare 40