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cs.DC2025
Keep Your Friends Close: Leveraging Affinity Groups to Accelerate AI Inference Workflows
Thiago Garrett, Weijia Song, Roman Vitenberg +1
AI inference workflows are typically structured as a pipeline or graph of AI programs triggered by events. As events occur, the AIs perform inference or classification tasks under…
cs.DC2024
Compass: A Decentralized Scheduler for Latency-Sensitive ML Workflows
Yuting Yang, Andrea Merlina, Weijia Song +3
We consider ML query processing in distributed systems where GPU-enabled workers coordinate to execute complex queries: a computing style often seen in applications that interact w…
cs.DC2024
A Discussion about Computational Challenges of Programmable Money in Blockchain-based CBDCs
Arlindo F. da Conceição, Roman Vitenberg
This article discusses the implementation of programmable money on DLT-based CBDCs. After briefly introducing what programmable money is, we enumerate some initiatives worldwide an…