SI² — SuperIntelligence for Science

EPIC++

EPIC++: Decentralized Multi-Agent Analytics for Defensible Job Submission Decisions on HPC Telemetry

OngoingOngoing research

Research question

How can decentralized multi-agent analytics support defensible job submission decisions from HPC telemetry?

Overview

EPIC++ investigates decentralized multi-agent analytics over HPC telemetry to support job submission decisions. This ongoing research focuses on defensible operational decisions. Methods, evaluation details, and artifacts will be added as the work develops.

Research team

Authors & affiliations.

Kartik Shinde^*¹, Tirthankar Ghosal^*², Siddhant Senapati¹, Sreekantam Sai Venkat¹, Sanjay Das², Tilak Kasturi¹, Khaled Ibrahim³, Hugo Hernández⁴, Kanad Basu⁵, Sukumar Rangan⁶

Predii Inc.
Oak Ridge National Laboratory
Lawrence Berkeley National Laboratory
spinTwo LLC
Rensselaer Polytechnic Institute
Advanced Micro Devices

* Equal contribution, as indicated in the supplied author list.