data-aware scheduling 1decentralized workload management 1fault tolerance 1multi-agent consensus 1scalability 1scientific workflows 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.DC2026
SWARM+: Scalable and Resilient Multi-Agent Consensus for Decentralized Data-Aware Workload Management
Komal Thareja, Krishnan Raghavan, Hamza Safri +2
SWARM+ is a decentralized, multi‑agent system that uses hierarchical consensus to place scientific workflow jobs across heterogeneous, geo‑distributed resources, improving scalabil…
cs.SE2026
From Specification to Execution: AI Assisted Scientific Workflow Management
Komal Thareja, Hamza Safri, Rajiv Mayani +2
Scientific workflow management systems (WMS) support scalable and reproducible execution of complex pipelines, but workflow design, implementation, and debugging remain largely man…