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site/news/2025-03-03-weekly-progress-summary.md

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## High-level summary
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This week in Leios development, the team focused on simulation analysis, formal methods, and documentation updates. Key accomplishments include in-depth analysis of simulations at tag `leios-2025w10`, advancements in formal methods through a working trace verifier, and development of technical reports.
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This week in Leios development, the team focused on simulation analysis, formal methods, and documentation updates. Key accomplishments include in-depth analysis of simulations at tag `leios-2025w10`, advancements in formal methods through a working trace verifier, and the development of technical reports.
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## Cross-simulation analysis
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- Completed a comprehensive analysis of simulations at tag `leios-2025w10`:
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- Analyzed Haskell simulation performance with and without accounting for CPU usage
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- Analyzed Haskell simulation performance with and without CPU usage considerations
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- Varying key protocol parameters:
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- IB production rate
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- IB size
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- Sizes of IBs, EBs, and RBs
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- Duplicate IB references in EBs
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- Reference to EBs from RBs
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- Resource utilization in network traffic
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- Resource utilization in network traffic.
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## Protocol and formal methods
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- Commenced trace verifier development in Agda:
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- Parsing event traces using the Haskell module `leios-trace-hs`
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- Began developing a trace verifier in Agda:
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- Implemented event trace parsing using the Haskell module `leios-trace-hs`.
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## Documentation and research
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- Full draft of the [Leios Technical Report #1](https://github.com/input-output-hk/ouroboros-leios/blob/main/docs/technical-report-1.md)
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- Skeletal [draft of Leios CIP](https://github.com/input-output-hk/ouroboros-leios/blob/main/docs/leios-cip-draft.md)
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- Conformed to the latest template for CIPs
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- Developed a [detailed analysis of simulations](https://github.com/input-output-hk/ouroboros-leios/blob/main/analysis/sims/2025w10/analysis.ipynb) for the 100-node Leios network
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- Completed the full draft of the [Leios technical report #1](https://github.com/input-output-hk/ouroboros-leios/blob/main/docs/technical-report-1.md)
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- Created a skeletal [draft of the Leios CIP](https://github.com/input-output-hk/ouroboros-leios/blob/main/docs/leios-cip-draft.md)
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- Aligned with the latest CIP template
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- Developed a [detailed simulation analysis ](https://github.com/input-output-hk/ouroboros-leios/blob/main/analysis/sims/2025w10/analysis.ipynb) for the 100-node Leios network.
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## Programming and testing
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- Resolved several simulation issues:
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- [#235: RB size does not reflect the presence of a certificate?](https://github.com/input-output-hk/ouroboros-leios/issues/235)
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- [#234: Fast transmission of large blocks at moderate IB rate?](https://github.com/input-output-hk/ouroboros-leios/issues/234)
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- [#232: Monotonicity of EB inclusion in RBs?](https://github.com/input-output-hk/ouroboros-leios/issues/232)
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- [#230: EB's not large enough to include their IBs?](https://github.com/input-output-hk/ouroboros-leios/issues/230)
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- [#235: RB size does not reflect the presence of a certificate](https://github.com/input-output-hk/ouroboros-leios/issues/235)
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- [#234: Fast transmission of large blocks at moderate IB rate](https://github.com/input-output-hk/ouroboros-leios/issues/234)
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- [#232: Monotonicity of EB inclusion in RBs](https://github.com/input-output-hk/ouroboros-leios/issues/232)
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- [#230: EBs are not large enough to include their IBs](https://github.com/input-output-hk/ouroboros-leios/issues/230)
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- [#229: Rust simulations panics from overflow](https://github.com/input-output-hk/ouroboros-leios/issues/229)
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- Enabled the visualization of network traffic and logging messages for multiple predefined "scenarios" instead of a single hard-coded trace
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- Updated the visualization to display resource utilization in network traffic
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- Enabled the visualization of network traffic and logging messages for multiple predefined 'scenarios' instead of a single hard-coded trace
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- Updated the visualization to display resource utilization in network traffic.
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## Rust simulation visualization
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- Improved visualization capabilities:
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- Added support for multiple predefined "scenarios" instead of single hard-coded trace
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- Moved visualization logic to client-side web worker for better performance
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- Added visualization of per-node network traffic breakdown by message type
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- Added support for multiple predefined 'scenarios' instead of single hard-coded trace
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- Moved the visualization logic to the client-side web worker for better performance
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- Added the visualization of per-node network traffic breakdown by message type
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- Fixed critical simulation bugs:
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- Resolved issue [#229](https://github.com/input-output-hk/ouroboros-leios/issues/229) causing time travel and crashes in high-traffic high-latency scenarios
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- Resolved issue [#229](https://github.com/input-output-hk/ouroboros-leios/issues/229) causing time travel and crashes in high-traffic high-latency scenarios.

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