Minos: Systematically Classifying Performance and Power Characteristics of GPU Workloads on HPC Clusters

This feed aggregates multiple arXiv papers on systems, distributed protocols, and ML infrastructure. Key contributions include Minos (low-cost profiling and classification of GPU/HPC workloads to predict power and performance), an autonomous LLM-driven ES Guardian Agent that manages Elasticsearch clusters end-to-end using multi-source telemetry and automated remediation, Lemonshark (an asynchronous DAG-BFT protocol enabling earlier transaction finality and lower latency), a formal framework (Ledger-State Stigmergy) for indirect on-chain coordination via ledger state, GENSERVE (heterogeneity- &