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A distributed system for intelligent workload

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Currently, the resource will only reshuffle when task completed; it's better to provide preemption feature to speed it up.

Currently, we only build Rust client; it's better to support more client, e.g. python, R

It's better to provide more machinary for Session/Task error handling, e.g. retry limits.

Currently, we only support log & stdio shim; it's better to support more shim, e.g. gRPC & Restful.

Currently, the instance will be start/stop for each task in stdio-shim. It's better to start the instance in `on_session_enter` and stop the instance in `on_session_leave`; and communicate with the instance...