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Establish architectural design process for orchestration rework#74

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lythx wants to merge 9 commits intomainfrom
establish-architectural-design-process
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Establish architectural design process for orchestration rework#74
lythx wants to merge 9 commits intomainfrom
establish-architectural-design-process

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@lythx
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@lythx lythx commented Apr 12, 2026

This PR adds a docs/rework-orchestration directory which will be used for documenting research, decisions and progress related to the orchestration rework as described in this issue. I used GPT 5.3 Codex to generate the initial pages, focusing on the current architecture, bottlenecks and profiling plan.

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grzanka commented Apr 12, 2026

@lythx fix the conflicts

Comment on lines +16 to +17
3. Optimized result transport using S3-compatible object storage and efficient binary formats instead of large JSON payloads through the message broker.
4. Optimized result merge by replacing pure-Python averaging with high-performance numerical libraries.
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S3 storage and binary formats are the technical details which would come up after many more interations and discussions of all pros and cons. In this document I will focus more on the goals and user stories.

we also need a lot of estimations for many items:

  • typical times needed to connect to HPC cluster (like Ares)
  • typical time the job sits in the waiting queue
  • number of parallel jobs per simulation users would like to HPC
  • number of simulations single user would like to run in parallel
  • time needed to dump single binary results to disk
  • how many files per simulation
  • how many pages per file

I suspect mine input would be needed in many cases here.

You can ask LLM to formulate many (i.e. >20) open questions, you can commit them here. I could help you and provide my input for that.

Take a look at the bottom of https://github.com/APTG/dedx_web/blob/master/docs/04-feature-specs/entity-selection.md - these are leftovers of similar process I had

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