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#1LooPIN: A PinFi Protocol for Decentralized Computing Power DistributionAnalysis of the LooPIN PinFi protocol, a novel decentralized framework for computing resource coordination, pricing, and liquidity using dissipative pools.
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#2Splitwise: Efficient Generative LLM Inference Using Phase SplittingResearch on optimizing LLM inference by splitting prompt computation and token generation phases onto separate hardware for improved throughput, cost, and power efficiency.
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#3Better Incentives for Proof-of-Work: A DAG-Based Protocol AnalysisAnalysis of a novel proof-of-work blockchain incentive scheme using a DAG structure to guarantee protocol adherence as the optimal selfish mining strategy.
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#4A Multi-Agent System Approach to Load-Balancing and Resource Allocation for Distributed ComputingAnalysis of a decentralized computing algorithm (dRAP) using multi-agent systems for dynamic task scheduling and resource allocation in distributed grids, outperforming FIFO.
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#5Optical Proof of Work (oPoW): A Paradigm Shift in Cryptocurrency MiningAnalysis of the Optical Proof of Work (oPoW) paper proposing a novel, energy-efficient mining algorithm using silicon photonics to replace traditional electricity-intensive Hashcash.
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#6Sustainable Grid through Distributed Data Centers: AI Demand for Grid StabilizationA novel paradigm using distributed HPC data centers to stabilize power grids, reduce renewable curtailment, and optimize AI workload scheduling through grid-aware placement.
Last updated: 2025-12-12 02:35:23