[Roadmap] Q4 2024

[peterschmidt85]

This issue outlines the major items planned for Q4 2024.

For major bugs, see https://github.com/dstackai/dstack/labels/major

• Gateway & Services
  • [ ] #1595
  • [ ] #1762
  • [ ] #1349
  • [ ] #1777
• Observability
  • [x] #1761
  • [ ] Service & LLM metrics
  • [ ] #1763
• Distributed training
  • [x] #1781
  • [ ] #1489
  • [ ] #1337
  • [ ] Lambda 1CC
• Volumes
  • [ ] #1863
  • [ ] #1481
  • [ ] #1467
• On-prem
  • [ ] #1796
  • [ ] NFS on-prem volumes
  • [ ] #1862
  • [ ] #1381
• UI
  • [x] #1683
  • [x] #1639
  • [ ] #1723
• Misc
  • [ ] In-place resource update (must be split into separate issues)
  • [ ] #1535
  • [ ] #708
  • [x] #1838
  • [x] #1672
  • [ ] #1155
  • [ ] #1239
  • [ ] Support for H200 in AWS/GCP/Azure and other providers
• Experimentation
  • [ ] #1631
  • [ ] Treat gateways as runs to cover these issues:
    • #1664
    • #1402
    • gateways support in various backends
    • #1673
  • [ ] #1780
  • [ ] Allow to configure multiple volumes per region
  • [ ] Intel Gaudi support
• Examples
  • [ ] #1751
  • [ ] #1623
  • [ ] #1748
  • [ ] #1787
  • [ ] #1749
  • [ ] #1752
  • [ ] #1753
  • [ ] #1750
  • [ ] Whisper
  • [ ] #1752
  • [ ] Ray
  • [ ] Spark