StickyInvoc: Rethinking Task Models for High-throughput Workflows in the LLM Era

Thanh Son Phung, Douglas Thain

The integration of LLMs into high-throughput workflows is creating a new class of workloads on HPC clusters that promises to accelerate advances in scientific discovery with unprec…