Red Hat Research Quarterly

Isaiah Stapleton

About the author

Isaiah Stapleton is a Software Engineer with Red Hat Research, where he supports cloud and AI initiatives in the Mass Open Cloud for academic and industry research. His work focuses on OpenShift, including model serving, AI workload support, observability, and performance evaluation across AI systems and cloud platforms. He helps build and maintain the systems that enable researchers to conduct and scale their work. He graduated from the College of Charleston in 2023 with a B.S. in Computer Science.

Articles by this author

Enhanced observability makes optimizing LLM inference performance easier

More metrics and more dashboards mean more ways for researchers to identify actionable improvements. Optimizing the performance, stability, and resource utilization of large language model (LLM) deployments is a challenge for both users and cluster administrators. The Mass Open Cloud (MOC) now supports the ability to collect inference performance metrics for LLMs deployed in our […]