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jsd_dmatrix

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1 points·by jsd_dmatrix·3 năm trước·0 comments

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1 points·by jsd_dmatrix·4 năm trước·0 comments

Cross-language, distributed model inference framework: Serve with Java API

anyscale.com
1 points·by jsd_dmatrix·4 năm trước·1 comments

Ant Group Uses Ray to Build a Large-Scale Online Serverless Platform

anyscale.com
3 points·by jsd_dmatrix·4 năm trước·1 comments

Gang Scheduling Ray Clusters on K8s with Multi-Cluster-App-Dispatcher (MCAD)

anyscale.com
1 points·by jsd_dmatrix·4 năm trước·0 comments

Model Batch Inference in Ray: Actors, ActorPool, and Datasets

anyscale.com
4 points·by jsd_dmatrix·4 năm trước·0 comments

comments

jsd_dmatrix
·3 năm trước·discuss
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.
jsd_dmatrix
·3 năm trước·discuss
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: https://github.com/ThirdAILabs/Public-Benchmarks/blob/main/c...
jsd_dmatrix
·4 năm trước·discuss
Seems like the URL gets converted to canonical /Engineering. The actual URL is https://www.anyscale.com/blog/flexible-cross-language-distri...
jsd_dmatrix
·4 năm trước·discuss
Underneath, Skypilot uses a Ray quite a bit. You can read is paper here: https://sigops.org/s/conferences/hotos/2021/papers/hotos21-s...
jsd_dmatrix
·4 năm trước·discuss
The correct URL for this blog is here:

https://www.anyscale.com/blog/how-ant-group-uses-ray-to-buil...