The Netflix TechBlog

MARCH 5, 2020

Unlike many of our tools Dispatch is not tightly bound to AWS, Dispatch does not use any AWS APIs at all! While Dispatch doesn’t use AWS APIs, it leverages multiple APIs that are deeply embedded into the organization (e.g. Slack, GSuite, PagerDuty, etc.,). Slack for managing incident metadata (e.g.

Open Source 213

Open Source AWS Google Speed 213

Dynatrace

OCTOBER 16, 2020

So with my amazing art skills, I have updated the experience to be more like this; When the whole premise of Vitality is to reward for exercise, and the mechanism to do it, can sometimes fail through issues that are outside of their control, it can lead to a bad brand experience. Use Dynatrace to detect failed transactions.

AWS 179

AWS Google Innovation 179

All Things Distributed

SEPTEMBER 26, 2014

The AWS Loft is all about helping you scale and grow your business by offering free AWS technical resources. The AWS Loft is all about helping you scale and grow your business by offering free AWS technical resources. Take a look at the AWS Loft homepage. What’s Happening at the AWS Loft.

AWS 93

AWS Games Education Innovation 93

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. For the open-source release, we partnered with AWS to provide a seamless integration between Metaflow and various AWS services.

Open Source 135

Open Source AWS Infrastructure Energy 135

All Things Distributed

MAY 27, 2015

Over a year ago the AWS team opened a "pop-up loft" in San Francisco at 925 Market Street. The goal of opening the loft was to give developers an opportunity to get in-person support and education on AWS, to network, get some work done, or just hang out with peers. Usually $30 each, these labs are offered for free in the AWS loft.

AWS 76

AWS Education Big Data Games 76

All Things Distributed

OCTOBER 2, 2017

As we began growing the AWS business, we realized that external customers might find our Dynamo database just as useful as we found it within Amazon.com. So, we set out to build a fully hosted AWS database service based upon the original Dynamo design. As we say at AWS, It is still Day One for DynamoDB.

Internet 111

Internet Internet AWS Performance 111

All Things Distributed

NOVEMBER 15, 2010

Configuring kernel execution is not a trivial exercise and requires GPU device specific knowledge. Also more details can be found on the AWS Developer blog. Driving Storage Costs Down for AWS Customers. Expanding the Cloud - The AWS Storage Gateway. Countdown to What is Next in AWS. Contact Info. Werner Vogels.

AWS 125

AWS Programming Latency Architecture 125

The Netflix TechBlog

MARCH 6, 2019

Netflix operates in multiple AWS regions. We parallelize rerun jobs with Titus , Netflix’s container management platform, which allows us to exercise many hundreds of replay files in minutes. Arbitrary ranges of a cloud object can be mounted as separate files on the local file system. Regional caching? —?Netflix

Media 218

Media Storage Processing Cache 218

O'Reilly

OCTOBER 19, 2021

but to reference concrete tooling used today in order to ground what could otherwise be a somewhat abstract exercise. Today, a number of cloud-based, auto-scaling systems are easily available, such as AWS Batch. All cloud providers provide commercial solutions as well, such as AWS Sagemaker or Azure ML Studio.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

O'Reilly

JANUARY 17, 2023

You might say that the outcome of this exercise is a performant predictive model. Second, this exercise in model-building was … rather tedious? Instead of invoking the open-source scikit-learn or Keras calls to build models, your team now goes from Pandas data transforms straight to … the API calls for AWS AutoPilot or GCP Vertex AI.

Tuning 145

Tuning Open Source Software Software 145

The Netflix TechBlog

SEPTEMBER 10, 2024

Where aws ends and the internet begins is an exercise left to the reader. Finally, the device receives the message, and the action, such as “Show me Stranger Things on Netflix”, is performed. This initial functionality was built out for FireTVs and was expanded from there. Sample system diagram for an Alexa voice command.

Latency 234

Latency Cache Tuning Efficiency 234

Percona

JULY 3, 2023

If you’re running PMM 2.32.0 or higher for a client, metrics will accumulate on the client automatically up to 1GB before any gaps in metrics appear once complete.

Open Source 98

Open Source Metrics Monitoring Servers 98

Dynatrace

JUNE 1, 2021

This may result in unnecessary troubleshooting exercises and finger-pointing, not to mention wasted time and money. With the scale, diverse functionality, and dynamic nature of cloud platforms such as AWS, Azure, and GCP, APM solutions need to just work without configuration or model training. Advanced cloud observability.

Monitoring 165

Monitoring Mobile Social Media Open Source 165

Percona

DECEMBER 5, 2023

It was a fascinating read, shedding light on leveraging AWS snapshots’ capabilities to avoid initial data copy within the RDS environment. The scenario Service considerations In this exercise, we wanted to perform a major version upgrade from PostgreSQL v12.16 to PostgreSQL v15.4.

Database 103

Database Traffic C++ Servers 103

All Things Distributed

NOVEMBER 21, 2017

Four years ago, as part of our AWS fast data journey, we introduced Amazon ElastiCache for Redis , a fully managed, in-memory data store that operates at microsecond latency. With over 200 million users and seven billion language exercises completed each month, the company's mission is to make education free, fun, and accessible to all.

Games 96

Games Retail Latency Education 96

Brendan Gregg

DECEMBER 21, 2019

For my AWS re:Invent talk on BPF Performance Analysis at Netflix, I began with a demo of "BPF superpowers" (aka eBPF). You can.but if you're looking for an educational exercise, I'd recommend using BPF tools to find performance wins. strength: -46 strength: -46 strength: -45 strength: -45 [.]

C++ 52

C++ Education Java AWS 52

Brendan Gregg

DECEMBER 21, 2019

For my AWS re:Invent talk on BPF Performance Analysis at Netflix, I began with a demo of "BPF superpowers" (aka eBPF). You can.but if you're looking for an educational exercise, I'd recommend using BPF tools to find performance wins. Starting with other interfaces is like writing your first Java program in [JVM bytecode].

C++ 52

C++ Education Java AWS 52

HammerDB

APRIL 19, 2023

Instead, focus on understanding what the workloads exercise to help us determine how to best use them to aid our performance assessment. For example, if you are buying the latest Amazon memory-optimized EC2 instance (R7iz), the AWS page ( [link] ) tells us the following: Up to 3.9

Performance 55

Performance Benchmarking Cache Storage 55

HammerDB

JANUARY 5, 2019

For example if you want to run SQL Server on AWS there is already an example published by AWS here (Note how the graphs resemble the same scalability as previously described in this article).

Benchmarking 40

Benchmarking Database Social Media Scalability 40

The Netflix TechBlog

OCTOBER 21, 2019

Chaos Experimentation monitoring which tracks user experience during a Chaos exercise in realtime and triggers an abort of the chaos exercise in case of an adverse impact. You can try out Mantis today by spinning up your first Mantis cluster locally using Docker or using the Mantis CLI to bootstrap a minimal cluster in AWS.

Open Source 154

Open Source Metrics Engineering Processing 154

The Netflix TechBlog

OCTOBER 21, 2019

Chaos Experimentation monitoring which tracks user experience during a Chaos exercise in realtime and triggers an abort of the chaos exercise in case of an adverse impact. You can try out Mantis today by spinning up your first Mantis cluster locally using Docker or using the Mantis CLI to bootstrap a minimal cluster in AWS.

Open Source 102

Open Source Metrics Engineering Processing 102

The Netflix TechBlog

OCTOBER 21, 2019

Chaos Experimentation monitoring which tracks user experience during a Chaos exercise in realtime and triggers an abort of the chaos exercise in case of an adverse impact. You can try out Mantis today by spinning up your first Mantis cluster locally using Docker or using the Mantis CLI to bootstrap a minimal cluster in AWS.

Open Source 100

Open Source Metrics Engineering Processing 100

Adrian Cockcroft

NOVEMBER 11, 2019

There are many possible failure modes, and each exercises a different aspect of resilience. This is why most AWS regions have three availability zones. A resilient system continues to operate successfully in the presence of failures. If something fails, there should be another way for the system to succeed.

Latency 53

Latency Systems Engineering Hardware 53

Adrian Cockcroft

NOVEMBER 11, 2019

There are many possible failure modes, and each exercises a different aspect of resilience. This is why most AWS regions have three availability zones. A resilient system continues to operate successfully in the presence of failures. If something fails, there should be another way for the system to succeed.

Latency 52

Latency Systems Engineering Hardware 52

O'Reilly Software

MARCH 7, 2018

AWS, Kafka, Google Cloud, Spring, ElasticSearch). Our simplified validation stage below simply passes anything through, and as an exercise, you can change it to verify properties of your orders, where one option is to discard all invalid orders, another to send invalid orders to a different output sink, or whatever you deem appropriate.

Transportation 72

Transportation Java Programming Architecture 72

O'Reilly

NOVEMBER 26, 2024

Examples of these skills are artificial intelligence (prompt engineering, GPT, and PyTorch), cloud (Amazon EC2, AWS Lambda, and Microsoft’s Azure AZ-900 certification), Rust, and MLOps. For example in Topic 1, the skills “AWS” and “cloud” map to the job titles cloud engineer, AWS solutions architect, and technology consultant.

Education 110

Education Azure AWS Java 110