A Comprehensive Survey of Benchmarks for Improvement of Software's Non-Functional Properties

A Blot, J Petke - ACM Computing Surveys, 2025 - dl.acm.org
Despite recent increase in research on improvement of non-functional properties of
software, such as energy usage or program size, there is a lack of standard benchmarks for …

pHPCe: a hybrid power conservation approach for containerized HPC environment

A Kuity, SK Peddoju - Cluster Computing, 2024 - Springer
Reducing power consumption with tolerable performance degradation is a fundamental
challenge in today's containerized High Performance Computing (HPC). Most Dynamic …

[BOG][B] A multiple compiler approach for improved performance and efficiency

A Shivam - 2021 - search.proquest.com
Production compilers have achieved a high level of maturity in terms of generating efficient
code. Compilers are embedded with numerous code optimization techniques, with special …

COS: A parallel performance model for dynamic variations in processor speed, memory speed, and thread concurrency

B Li, EA León, KW Cameron - … of the 26th International Symposium on …, 2017 - dl.acm.org
Highly-parallel, high-performance scientific applications must maximize performance inside
of a power envelope while maintaining scalability. Emergent parallel and distributed …

Analytic Roofline Modeling and Energy Analysis of LULESH Proxy Application on Multi-Core Clusters

A Afzal, G Hager, G Wellein - arxiv preprint arxiv:2412.08792, 2024 - arxiv.org
We present a thorough performance and energy consumption analysis of the LULESH proxy
application in its OpenMP and MPI variants on two different clusters based on Intel Ice Lake …

APE: Metrics for understanding application performance efficiency under power caps

D DeBonis, T Estrada, RE Grant, KT Pedretti… - … Informatics and Systems, 2022 - Elsevier
As supercomputers continue to grow in size and power consumption, the ability to
understand application run time performance and energy/power usage is of growing …

A Comprehensive Survey of Benchmarks for Automated Improvement of Software's Non-Functional Properties

A Blot, J Petke - arxiv preprint arxiv:2212.08540, 2022 - arxiv.org
Performance is a key quality of modern software. Although recent years have seen a spike in
research on automated improvement of software's execution time, energy, memory …

Small scale to extreme: Methods for characterizing energy efficiency in supercomputing applications

AJ Younge, RE Grant, JH Laros III… - … Informatics and Systems, 2019 - Elsevier
Power measurement capabilities are becoming commonplace on large scale HPC system
deployments. There exist several different approaches to providing power measurements …

Evaluating energy and power profiling techniques for HPC workloads

RE Grant, JH Laros, M Levenhagen… - 2017 Eighth …, 2017 - ieeexplore.ieee.org
Advanced power measurement capabilities are becoming available on large scale High
Performance Computing (HPC) deployments. There exist several approaches to providing …

Exploring the Frontiers of Energy Efficiency using Power Management at System Scale

AM Karimi, M Maiterth, W Shin… - SC24-W: Workshops …, 2024 - ieeexplore.ieee.org
In the face of surging power demands for exascale HPC systems, this work tackles the
critical challenge of understanding the impact of software-driven power management …