3 papers
cs.DC2026
When More Cores Hurts: The Vector Database Scaling Paradox in HPC
Seth Ockerman, Song Young Oh, Amal Gueroudji +12
Vector databases have been designed and optimized for cloud environments; however, emerging scientific AI workloads (e.g., molecular search, meteorological trajectory detection, an…
cs.LG2026
Offline Reinforcement-Learning-Based Power Control for Application-Agnostic Energy Efficiency
Akhilesh Raj, Swann Perarnau, Aniruddha Gokhale +1
Energy efficiency has become an integral aspect of modern computing infrastructure design, impacting the performance, cost, scalability, and durability of production systems. The i…
cs.DC2025
THAPI: Tracing Heterogeneous APIs
Solomon Bekele, Aurelio Vivas, Thomas Applencourt +5
As we reach exascale, production High Performance Computing (HPC) systems are increasing in complexity. These systems now comprise multiple heterogeneous computing components (CPUs…