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#1Adapting Blockchain Proof-of-Work for Scientific Computing ApplicationsResearch proposing a novel Proof-of-Work algorithm that repurposes blockchain mining for solving high-dimensional optimization problems like Traveling Salesman Problem.
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#2Federated Heterogeneous Compute and Storage Infrastructure for PUNCH4NFDIAnalysis of the Compute4PUNCH and Storage4PUNCH concepts for federating diverse HPC, HTC, and storage resources across German research institutions.
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#3Compute4PUNCH & Storage4PUNCH: Federated Infrastructure for PUNCH4NFDIAnalysis of the PUNCH4NFDI consortium's federated compute and storage infrastructure concepts, detailing technical architecture, integration challenges, and future applications.
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#4Collaboration Strategy in Mining Pool for Proof-of-Neural-Architecture ConsensusResearch on mining pool design for neural architecture search based blockchain consensus, enabling collaborative deep learning training while maintaining blockchain security and miner incentives.
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#5Power-aware Applications for Scientific Cluster and Distributed ComputingAnalysis of power optimization strategies for large-scale scientific computing systems like the Worldwide LHC Computing Grid, focusing on energy-aware scheduling and hardware efficiency.
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#6Bootstrapping a Stable Computation Token: Truebit's Economic and Governance ModelAnalysis of Truebit's token model for stable, decentralized computation pricing, its bootstrapping challenges, governance layer, and economic design for blockchain-based verifiable computing.
Last updated: 2025-12-30 23:30:17