Test and Optimize Real-time System

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#136 opened on May 9, 2024 0 comments 0 reactions 0 assignees View on GitHub

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Assessment

Difficulty: 5/5
Estimated time: Over a week
Newbie friendliness: 25/100

Issue type: Refactor
Clarity: Needs clarification
Activity status: Stale
Tech stack: python
Domain: performance, stream-processing

Research direction

The issue names no files, tests, or entry points; begin by locating the real-time or streaming implementation in the repository and identifying how data is currently fed. Define representative real and simulated high-frequency workloads and measurable latency, throughput, accuracy, and resource targets before considering the work complete.

Written by the indexing model from the issue text.

Description

Real-time Analysis Testing

Rigorously test the system with real and simulated streaming data to ensure performance and accuracy. Optimize for latency, throughput, and resource efficiency, especially for high-frequency data.

Dominant language: Jupyter Notebook
Stars: 7
Forks: 4
PR merge metrics: No merged PRs in 30d

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First steps

Read the whole issue, then the project's contributing guide.
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Fork the repository and make your change on a branch.
Open a pull request that references the issue number.