decentralized scheduling 1exascale computing 1resource utilization 1simulation-ai ensembles 1workflow orchestration 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.DC2026
Overcoming Orchestration Bottlenecks at Exascale: A Decentralized, Policy-Driven Approach for Sim-AI Ensembles
Harikrishna Tummalapalli, Christine M. Simpson, Riccardo Balin +4
The paper presents EnsembleLauncher, a decentralized, hierarchical workflow orchestrator that scales to exascale systems and allows programmable scheduling policies to improve reso…
cs.AI2026
Multi-Agent Orchestration for High-Throughput Materials Screening on a Leadership-Class System
Thang Duc Pham, Harikrishna Tummalapalli, Fakhrul Hasan Bhuiyan +5
The integration of Artificial Intelligence (AI) with High-Performance Computing (HPC) is transforming scientific workflows from human-directed pipelines into adaptive systems capab…