jsd_dmatrix

6 ms·

1. 1.▲
   by jsd_dmatrix 3y ago

   Insighful read and comparison to data loaders and the functionality to ray data. Generally, data loading and preprocessing are crucial workloads prior to and during ML stages, addressing these in a performant way helps tremendously.
2. 2.▲
   by jsd_dmatrix 3y ago

   This is all open source Ray. None of the AWS benchmarks were run on Anyscale platform. You can install and run OSS Ray on any of the popular clouds, including your laptop. All the scripts for you to run in your OSS Ray cluster are here: ht
3. 3.▲
   by jsd_dmatrix 4y ago

   Seems like the URL gets converted to canonical /Engineering. The actual URL is https://www.anyscale.com/blog/flexible-cross-language-distri...
4. 4.▲
   by jsd_dmatrix 4y ago

   Underneath, Skypilot uses a Ray quite a bit. You can read is paper here: https://sigops.org/s/conferences/hotos/2021/papers/hotos21-s...
5. 5.▲
   Cross-language, distributed model inference framework: Serve with Java API(anyscale.com)

   1 points by jsd_dmatrix 4y ago|1 comments
6. 6.▲
   by jsd_dmatrix 4y ago

   The correct URL for this blog is here: https://www.anyscale.com/blog/how-ant-group-uses-ray-to-buil...
7. 7.▲
   Ant Group Uses Ray to Build a Large-Scale Online Serverless Platform(anyscale.com)

   3 points by jsd_dmatrix 4y ago|1 comments
8. 8.▲
   Gang Scheduling Ray Clusters on K8s with Multi-Cluster-App-Dispatcher (MCAD)(anyscale.com)

   1 points by jsd_dmatrix 4y ago|0 comments
9. 9.▲
   Model Batch Inference in Ray: Actors, ActorPool, and Datasets(anyscale.com)

   4 points by jsd_dmatrix 4y ago|0 comments