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• Ray aDAG beta release

  Overdue by 10 month(s)

  •

  Due by September 30, 2024

  •2/2 issues closed
  100% complete0 open2 closed

• Autoscaler V2

  No due date

  •8/16 issues closed
  50% complete8 open8 closed

• Tune Console Output

  improvements scoped for 2.5 release

  Overdue by 2 year(s)

  •

  Due by April 30, 2023

  •45/50 issues closed
  90% complete5 open45 closed

• Dataset Execution Optimizer

  The initial milestone for enabling by default for Ray 2.4.

  Overdue by 2 year(s)

  •

  Due by March 31, 2023

  •19/20 issues closed
  95% complete1 open19 closed

• [Serve] High Availability

  No due date

  •4/6 issues closed
  66% complete2 open4 closed

• Dataset Streaming Execution

  This milestone tracks work items towards https://github.com/ray-project/enhancements/pull/18. The initial milestone for developer preview is Ray 2.3, and beta for Ray 2.4.

  Overdue by 2 year(s)

  •

  Due by March 31, 2023

  •40/41 issues closed
  97% complete1 open40 closed

• Large Model Training / Inference (Model Parallelism)

  Milestone to track work to better support training large models with Ray Train/Ray AIR

  No due date

  •8/8 issues closed
  100% complete0 open8 closed

• Ray State Observability

  Backlogs for ray state observability

  No due date

  •77/96 issues closed
  80% complete19 open77 closed

• Large-scale shuffle on Ray

  Scaling sort and random_shuffle on Ray Datasets to at least 100TB.

  Overdue by 3 year(s)

  •

  Due by June 15, 2022

  •25/25 issues closed
  100% complete0 open25 closed

• Runtime Environments Stability

  No due date

  •9/9 issues closed
  100% complete0 open9 closed

• Serve Deployment Graph Beta Readiness

  Polish items for - Serve Deployment Graph - REST API and CLI, Application - Model Wrappers and HTTP Adapters Add new issues link: https://github.com/ray-project/ray/issues/new?milestone=Serve+Application+Polish

  No due date

  •57/60 issues closed
  95% complete3 open57 closed

• Jobs backlog

  No due date

  •72/89 issues closed
  80% complete17 open72 closed

• Java Backlog

  No due date

  •20/20 issues closed
  100% complete0 open20 closed

• Serve backlog

  No due date

  •61/67 issues closed
  91% complete6 open61 closed

• [serve] Q1 tech debt. cleanup

  Address lingering tech. debt from deprecated API.

  No due date

  •13/13 issues closed
  100% complete0 open13 closed

• Distributed Tune

  Zero Bug Bounce on distributed Ray Tune.

  Overdue by 3 year(s)

  •

  Due by December 31, 2021

  •14/15 issues closed
  93% complete1 open14 closed

• [Serve] Ray Serve Autoscaler

  Design doc: https://docs.google.com/document/d/17oZ6A9f7i_WAjVOryWewAGC7SM3RPa0aSHNVwaBf_mg/edit

  No due date

  •21/23 issues closed
  91% complete2 open21 closed

• Workflows after-alpha

  No due date

  •76/79 issues closed
  96% complete3 open76 closed

• runtime_env backlog

  No due date

  •136/146 issues closed
  93% complete10 open136 closed

• [serve] Support Java as language

  No due date

  •18/18 issues closed
  100% complete0 open18 closed

• Packaging and Dependency Management

  P1 Issues: https://github.com/ray-project/ray/issues?q=is%3Aopen+is%3Aissue+milestone%3A"Packaging+and+Dependency+Management"+label%3AP1

  No due date

  •31/39 issues closed
  79% complete8 open31 closed

• Infra Backlog

  P1 issues: https://github.com/ray-project/ray/issues?q=is%3Aopen+is%3Aissue+milestone%3A"Infra+Backlog"+label%3AP1

  No due date

  •369/398 issues closed
  92% complete29 open369 closed