1 citations · 1 across the 11 of their papers we have counts for
11 papers
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, and is applied to scientific pipelines and workload managers. Scientific workloads require specialized hardware…
Examining QRMI as a Unified Interface for Quantum-HPC Integration
Thomas Badts, Tim Boyle, Claudio Carvalho +25
The efficient and scalable integration of quantum resources into high-performance computing (HPC) environments requires standardized mechanisms for resource management, scheduling,…
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…
Hybrid Quantum and Classical Workload Management with Graph-based Scheduling
Vanessa Sochat, Daniel Milroy
High Performance Computing (HPC) centers are expanding to integrate quantum resources, enabling hybrid quantum-classical workflows for complex optimization. Integrating quantum pro…
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…
Usability Evaluation of Cloud for HPC Applications
Vanessa Sochat, Daniel Milroy, Abhik Sarkar +2
The rise of AI and the economic dominance of cloud computing have created a new nexus of innovation for high performance computing (HPC), which has a long history of driving scient…
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…
Infrastructure Engineering: A Still Missing, Undervalued Role in the Research Ecosystem
Vanessa Sochat
Research has become increasingly reliant on software, serving as the driving force behind bioinformatics, high performance computing, physics, machine learning and artificial intel…
The Flux Operator
Vanessa Sochat, Aldo Culquicondor, Antonio Ojea +1
Converged computing brings together the best of both worlds for high performance computing (HPC) and cloud-native communities. In fact, the economic impact of cloud-computing, and…