roadmap in time amount section

[maty21]

Infrastracture (3)

• PAAS
• API for asking more resorces cloud providers
• simplify installtion
• Worker affinity (GPU, specific node)
• Public algorithm store (helm like)
• Authentication & Authorization

improve user experience (3)

• Code API for pipeline creation - Code API: execute command for creating dyanmic algorithm from worker #190
• Developer IDE - allow for easy developing and debugging of algorithms
• Caching for algorithms (manually/input with hash )
• Hkube Dashboard Improvements
• Simplify API for adding an algorithm to HKUBE(Algorithm builder)
• Sub-pipeline support
• add tracing API for algorithm
• ability for running pipelines from pipeline descriptor
• add /algorithm/apply to the Hkube API

performance improvments (2)

• minimum hot workers by default
• add caching layer for algorithms with small data transfer
• change algorithms hardware resource dynamically
• send algorithm to queue before pipeline finished

other

• Streaming Pipelines streaming pipeline proposal #263
• Resource allocation heuristic improvements (ML)
• The other WaitAny
• Integration with jupiter notebook
• kubeflow poc
• pause job
• algorithm TTL

algorithm builder

• start from other base

refactoring

• etcd client
• POC for moving to bear pods instead of jobs
• resource manager: add more metrics pipeline awareness and GPU
• update algorithm hardware requirements according to usage
• improve the site by adding information for new features and end to end example

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[stale]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.