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Ahmad Maroof Karimi

Ahmad Maroof Karimi

HPC Operational Data Scientist

Contact

KARIMIAHMAD@ORNL.GOV

All Publications

Discovering Power Patterns in Time varying HPC Workloads with Matrix Profile: A Clustering Approach...
Exploring the Frontiers of Energy Efficiency using Power Management at System Scale
Towards Sustainable Post-Exascale Leadership Computing
Enabling Low-Overhead HT-HPC Workflows at Extreme Scale using GNU Parallel
Navigating Exascale Operational Data Analytics: From Inundation to Insight
Power Profile Monitoring and Tracking Evolution of System-Wide HPC Workloads
Analyzing File Access Patterns on Large-Scale HPC Systems: Opportunities for File Prefetching
Machine Learning Assisted HPC Workload Trace Generation for Leadership Scale Storage Systems
Access Patterns and Performance Behaviors of Multi-layer Supercomputer I/O Subsystems under Production Load
Revealing power, energy and thermal dynamics of a 200PF pre-exascale supercomputer
Characterizing Machine Learning I/O Workloads on Leadership Scale HPC Systems
The Challenge of Disproportionate Importance of Temporal Features in Predicting HPC Power Consumption

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