2012 Design Traffic Tuning 
The Netflix TechBlog
AUGUST 29, 2023
Today we have a wealth of tools, both OSS and commercial, all designed for cloud-native environments. To improve availability, we designed systems where components could fail separately and avoid single points of failure. Our internal IPC traffic is now a mix of plain REST, GraphQL , and gRPC.
The Netflix TechBlog
DECEMBER 17, 2019
Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Designed with High Availability in mind. Writing events to any output.
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The Netflix TechBlog
DECEMBER 17, 2019
Nonetheless, we found a number of limitations that could not satisfy our requirements e.g. stalling the processing of log events until a dump is complete, missing ability to trigger dumps on demand, or implementations that block write traffic by using table locks. Designed with High Availability in mind. Writing events to any output.
All Things Distributed
OCTOBER 2, 2017
With these requirements in mind, and a willingness to question the status quo, a small group of distributed systems experts came together and designed a horizontally scalable distributed database that would scale out for both reads and writes to meet the long-term needs of our business. This was the genesis of the Amazon Dynamo database.
O'Reilly
SEPTEMBER 19, 2023
” There’s as much Keras, TensorFlow, and Torch today as there was Hadoop back in 2010-2012. You can download these models to use out of the box, or employ minimal compute resources to fine-tune them for your particular task. Those algorithms packaged with scikit-learn? We do this all the time, when we ask “what if?”
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