7 papers · 1 filter
Descriptive Dispatch of Computational Work
Vanessa Sochat, Daniel Milroy
Agents powered by AI/ML are becoming ingrained in orchestration. Dispatch of work is the task of receiving a request, transforming it for a workload manager, and successfully submi…
Hierarchical Server Architecture for Agentic Science
Vanessa Sochat, Daniel Milroy
Agentic science is transforming the landscape of computational work, extending to scientific pipelines and workload managers. The workloads require specialized hardware within and…
Descriptive Execution of HPC Applications and Workflows
Vanessa Sochat, Daniel Milroy
The means to execute and orchestrate software components has changed from human-written code to descriptive prose. In high performance computing, this transition is represented in…
Agentic Orchestration of HPC Applications in Cloud
Vanessa Sochat, Daniel Milroy
Large Language Models (LLMs) are serving as a catalyst of change for research practices, touching the daily lives of staff scientists, software engineers, and system administrators…
Possible Futures for Cloud Cost Models
Vanessa Sochat, Daniel Milroy
Cloud is now the leading software and computing hardware innovator, and is changing the landscape of compute to one that is optimized for artificial intelligence and machine learni…
A Contention-Free Model for Converged Kubernetes on HPC
Vanessa Sochat, David Fox, Daniel Milroy
High performance computing (HPC) and cloud have traditionally been separate, and presented in an adversarial light. The conflict arises from disparate beginnings that led to two dr…