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cs.DC2025
Phantora: Maximizing Code Reuse in Simulation-based Machine Learning System Performance Estimation
Jianxing Qin, Jingrong Chen, Xinhao Kong +8
Modern machine learning (ML) training workloads place substantial demands on both computational and communication resources. Consequently, accurate performance estimation has becom…
cs.DC2020
Lightweight Inter-transaction Caching with Precise Clocks and Dynamic Self-invalidation
Pulkit A. Misra, Srihari Radhakrishnan, Jeffrey S. Chase +2
Distributed, transactional storage systems scale by sharding data across servers. However, workload-induced hotspots result in contention, leading to higher abort rates and perform…