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site/news/2025-06-03-weekly-progress-summary.md

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## Pseudo-mainnet topology simulation
2020

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- Designed and initiated comprehensive simulations for 1 through 300 TPS using the new [pseudo-mainnet topology](https://github.com/input-output-hk/ouroboros-leios/blob/main/data/simulation/pseudo-mainnet/)
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- Designed and initiated comprehensive simulations from 1 to 300 TPS using the new [pseudo-mainnet topology](https://github.com/input-output-hk/ouroboros-leios/blob/main/data/simulation/pseudo-mainnet/)
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- Created a realistic 10,000-node network with:
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- 2,657 block producers and 7,343 relay nodes
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- Realistic stake distribution and geographic distribution
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- Two relays per block producer with realistic latencies
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- 298,756 total connections with 6-hop network diameter
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- Observed significant performance challenges with large-scale simulation:
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- Rust simulation: 6 minutes of network time in 10 hours at 1 TPS
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- Performance degradation at higher TPS rates (1 minute network time in 10 hours at 300 TPS)
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- Observed significant performance challenges within the large-scale simulation:
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- Rust simulation: six minutes of network time in 10 hours at one TPS
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- Performance degradation at higher TPS rates (one minute network time in 10 hours at 300 TPS)
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- Haskell simulation requires optimization for practical large-network analysis.
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## Rust simulation enhancements
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- Implemented random sampling of transactions from the Leios memory pool to ensure different IBs contain different transactions when possible
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- Added simulation support for Leios variant where IBs contain transaction references rather than full transaction bodies
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- Added simulation support for the Leios variant, where IBs contain transaction references rather than full transaction bodies
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- Enhanced transaction handling for high-traffic scenarios.
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## Analysis of conflicts and incentives

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