GreenFaaS: Maximizing energy efficiency of HPC workloads with FaaS

A Kamatar, V Hayot-Sasson, Y Babuji, A Bauer… - arXiv preprint arXiv …, 2024 - arxiv.org
Application energy efficiency can be improved by executing each application component on
the compute element that consumes the least energy while also satisfying time constraints …

Guiding Hardware-Driven Turbo with Application Performance Awareness

DC Wilson, AH Al-Rawi, LH Lawson… - 2022 IEEE 13th …, 2022 - ieeexplore.ieee.org
Parallel programming across many CPU cores offers many challenges in software design,
such as mitigating performance or efficiency loss in applications that reach synchronization …

An End-to-End HPC Framework for Dynamic Power Objectives

DC Wilson, F Acun, S Jana, F Ardanaz… - Proceedings of the SC' …, 2023 - dl.acm.org
High-Performance Computing (HPC) centers demand a lot of power, and continue to grow
through the Exascale era. This work establishes the need for a multi-tiered, feedback-driven …

PMT: Power Measurement Toolkit

S Corda, B Veenboer, E Tolley - 2022 IEEE/ACM International …, 2022 - ieeexplore.ieee.org
Efficient use of energy is essential for today's super-computing systems, as energy cost is
generally a major component of their operational cost. Research into “green computing” is …

Opportunistic Energy-Aware Scheduling for Container Orchestration Platforms Using Graph Neural Networks

P Raith, G Rattihalli, A Dhakal… - 2024 IEEE 24th …, 2024 - ieeexplore.ieee.org
Reducing the energy consumption of data centers is critical to meeting international climate
goals and lowering operation costs. Container orchestration platforms can help counteract …

PowerSpector: Towards Energy Efficiency with Calling-Context-Aware Profiling

X You, H Yang, Z Xuan, Z Luan… - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
Energy efficiency has become one of the major concerns in high-performance computing
systems towards exascale. On mainstream systems, dynamic voltage and frequency scaling …

Performance-Aware Site-Wide Data Center Power Management

DC Wilson - 2023 - search.proquest.com
Top high performance computing (HPC) data centers recently entered the era of exascale
computing, requiring up to tens of megawatts for a computing facility to meet its users' …