The Netflix TechBlog

OCTOBER 18, 2022

We started seeing signs of scale issues, like: Slowness during peak traffic moments like 12 AM UTC, leading to increased operational burden. At Netflix, the peak traffic load can be a few orders of magnitude higher than the average load. Hence, the system has to withstand bursts in traffic while still maintaining the SLO requirements.

Java 202

Java Scalability Traffic Architecture 202

High Scalability

JUNE 4, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Who's Hiring?

Java 116

Java Metrics Software Engineering Traffic 116

The Netflix TechBlog

NOVEMBER 3, 2022

With traffic growth, a single leader node handling all request volume started becoming overloaded. In that scenario, the system would need to deal with the data propagation latency directly, for example, by use of timeouts or client-originated update tracking mechanisms. Titus Gateways can then be scaled out to match client request volumes.

Cache 224

Cache Latency Traffic Systems 224

The Netflix TechBlog

SEPTEMBER 23, 2019

In the event of an isolated failure we first pre-scale microservices in the healthy regions after which we can shift traffic away from the failing one. can be abstracted by our key performance indicator, stream starts per second (SPS). For example, the graph below shows how CE traffic in us-east-1 changes when we evacuate us-west-2.

Traffic 190

Traffic Metrics Mobile Government 190

The Netflix TechBlog

MAY 14, 2021

Prodicle Distribution Our service is required to be elastic and handle bursty traffic. Our team was responsible for Google integrations, watermarking, bursty traffic management, and on-call support for this application. We expect the performance and scaling to continue to get better without much effort on our part.

Traffic 160

Traffic Latency Java Google 160

Alex Russell

JUNE 22, 2022

Past swings away from OS default browsers have hinged on the superior features , better performance , improved security , and adequate site compatibility that come from switching. Apple's prohibition on iOS browser engine competition has drained the potential of browser choice to deliver improvements. What are those mechanisms?

Engineering 110

Engineering Traffic Government Google 110

SQL Server According to Bob

JULY 17, 2018

The simple answer is the first entry (85829) is not what you are used to on a Windows system as sqlservr.exe and does not listen for TDS traffic or open database files. The Linux, sqlservr, WATCHDOG can perform a similar role. Bob Dorr – Principle SQL Server Software Engineer.

Servers 40

Servers Processing Software Engineering Traffic 40

Official Blog - World Web Technology

NOVEMBER 9, 2023

High Performance PHP is known for how fast and well it works. It has a PHP engine that turns PHP code into bytecode, which makes it run faster. PHP’s high speed makes it a good choice for building websites that need to respond quickly and handle a lot of traffic. Can PHP run on different platforms and operating systems?

Website 59

Website Development Open Source Database 59

The Netflix TechBlog

NOVEMBER 22, 2019

December 2 1pm-2pm CMP 326-R Capacity Management Made Easy with Amazon EC2 Auto Scaling Vadim Filanovsky , Senior Performance Engineer & Anoop Kapoor, AWS Abstract :Amazon EC2 Auto Scaling offers a hands-free capacity management experience to help customers maintain a healthy fleet, improve application availability, and reduce costs.

AWS 37

AWS Entertainment Open Source Benchmarking 37

The Netflix TechBlog

FEBRUARY 9, 2021

We can leverage high performance VMs in AWS to generate the assets. However, it would be cost-inefficient to leverage this same hardware for lightweight and more consistent traffic patterns that an asset management service requires. Even with high performance VMs, generating 1000s of assets can take a long time.

Engineering 165

Engineering Storage Latency Entertainment 165

Adrian Cockcroft

FEBRUARY 13, 2023

DOP315 Sustainability in the cloud with Rust and AWS Graviton  — Emil Lerch AWS Principal DevOps Specialist and Esteban Kuber AWS Principal Software Engineer. Engaging presentation on an important topic, with some good advice on optimizing ML workloads.

AWS 64

AWS Energy Architecture Programming 64

The Netflix TechBlog

OCTOBER 16, 2019

This is common for machine-learning applications, where teams build and train models based on historical data, see how it performs over time, then tweak some parameters and run through the process again. This is to handle the large volume of poll requests coming from subscribed clients without passing on the traffic to the Cassandra cluster.

Cache 187

Cache Architecture Metrics Java 187

Abhishek Tiwari

NOVEMBER 3, 2018

In addition, traditional CMS solutions lack integration with modern software stack, cloud services, and software delivery pipelines. Using CDN for the whole website, you can offload most of the website traffic to your CDN which will handle not only large traffic spikes but also reduce the latency of content delivery.

Systems 63

Systems Cache Website Network 63

High Scalability

APRIL 16, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

NOVEMBER 12, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Software Engineering Engineering 22

SQL Server According to Bob

FEBRUARY 5, 2018

server-software: active-directory. client-software: sssd. KEYRING is generally considered more secure than FILE or DIR and can provide a bit of a performance boost for high traffic systems. Reduce UDP Traffic. conf file, removing the traffic and improving performance. realm list. DOMAINNAME.

Servers 40

Servers Code Cache Traffic 40

High Scalability

APRIL 10, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

OCTOBER 29, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Software Engineering Engineering 22

High Scalability

JANUARY 7, 2020

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 21

Education Java Software Engineering Engineering 21

High Scalability

DECEMBER 12, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 21

Education Java Software Engineering Engineering 21

High Scalability

MAY 14, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Analytics 24

Analytics Java Metrics Software Engineering 24

The Morning Paper

JULY 4, 2019

Moreover, just like an A/B test, we’ll be collecting metrics while the experiment is underway and performing statistical analysis at the end to interpret the results. degraded hardware, transient networking problem) or, more often, because of some change deployed by Netflix engineers that did not have the intended effect.

Latency 77

Latency Engineering Metrics Traffic 77

High Scalability

OCTOBER 15, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Apply here. Make your job search O (1), not O ( n ). Apply here.

Education 22

Education Java Engineering Software Engineering 22

High Scalability

JUNE 27, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Metrics 23

Metrics Java Engineering Servers 23

High Scalability

JULY 10, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Metrics 21

Metrics Java Engineering Servers 21

High Scalability

JULY 19, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Education 22

Education Metrics Engineering Java 22

High Scalability

AUGUST 20, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Education 22

Education Metrics Engineering Java 22

High Scalability

AUGUST 6, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Education 22

Education Metrics Engineering Java 22

High Scalability

SEPTEMBER 3, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Education 21

Education Metrics Engineering Java 21

High Scalability

OCTOBER 1, 2019

Sisu Data is looking for machine learning engineers who are eager to deliver their features end-to-end, from Jupyter notebook to production, and provide actionable insights to businesses based on their first-party, streaming, and structured relational data. Get enterprise-grade functionality with sane pricing and insane performance.

Education 21

Education Metrics Engineering Java 21

High Scalability

SEPTEMBER 17, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. PerfOps is a data platform that digests real-time performance data for CDN and DNS providers as measured by real users worldwide. Who's Hiring? Apply here. Need excellent people?

Education 21

Education Metrics Engineering Java 21

SQL Server According to Bob

DECEMBER 18, 2018

Be sure to deploy SQL Server 2017 CU6 or newer for best data durability and performance results. “. Microsoft SQL Server Database Engine Input/Output Requirements. The “forced flush” changes in SQL Server avoid flushes, when possible, in order to improve performance on non-optimized Fua file systems. The Back Story.

Servers 90

Servers Media Cache Storage 90