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Netflix at AWS re:Invent 2019

The Netflix TechBlog

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle. This session looks at what it takes to accept, produce, encode, and stream your favorite content.

AWS 100
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Netflix at AWS re:Invent 2019

The Netflix TechBlog

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle. This session looks at what it takes to accept, produce, encode, and stream your favorite content.

AWS 100
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Performance Testing at MongoDB

Alex Podelko

Blog post from April 30, 2019, Reducing variability in performance tests on EC2: Setup and Key Results , address that specific issue. As well as we will have the Performance Testing in DevOps panel at the Load Testing and Benchmarking workshop where I would be one of the panelist. Both events would be on April 19, 2021.

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How to maximize CPU performance for PostgreSQL 12.0 benchmarks on Linux

HammerDB

HammerDB doesn’t publish competitive database benchmarks, instead we always encourage people to be better informed by running their own. So over at Phoronix some database benchmarks were published showing PostgreSQL 12 Performance With AMD EPYC 7742 vs. Intel Xeon Platinum 8280 Benchmarks . uname -a Linux ubuntu19 5.3.0-rc3-custom

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LISA2019 Linux Systems Performance

Brendan Gregg

To serve this need I summarized Linux systems performance in 40 minutes at USENIX LISA 2019, touring six important areas: observability tools, methodologies, benchmarking, profiling, tracing, and tuning. However, most of us are not performance or kernel engineers, and have limited time to study this topic.

Systems 144
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Netflix at AWS re:Invent 2019

The Netflix TechBlog

In this talk, we share how Netflix deploys systems to meet its demands, Ceph’s design for high availability, and results from our benchmarking. In 2019, Netflix moved thousands of container hosts to bare metal. In order to maintain performance, benchmarking is a vital part of our system’s lifecycle.

AWS 37
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Detecting Speech and Music in Audio Content

The Netflix TechBlog

Training examples were produced between 2016 and 2019, in 13 countries, with 60% of the titles originating in the USA. To evaluate and benchmark our dataset, we manually labeled 20 audio tracks from various TV shows which do not overlap with our training data. What constitutes music or speech?