Chameleon: a scalable production testbed for computer science research

K Keahey, P Riteau, D Stanzione… - Contemporary High …, 2019 - taylorfrancis.com
Computer Science experiments, whether they comprise the development of new system
tools and algorithms or performance evaluation of new hardware, typically require direct …

Testbeds support for reproducible research

L Nussbaum - Proceedings of the reproducibility workshop, 2017 - dl.acm.org
In the context of experimental research, testbeds play an important role in enabling
reproducibility of experiments, by providing a set of services that help experiments with …

Chi-in-a-box: Reducing operational costs of research testbeds

K Keahey, J Anderson, M Sherman… - … and Experience in …, 2022 - dl.acm.org
Making scientific instruments for computer science research available and open to all is
more important than ever given the constantly increasing pace of opportunity and innovation …

Round-Based Mechanism and Job Packing with Model-Similarity-Based Policy for Scheduling DL Training in GPU Cluster

P Thanapol, K Lavangnananda, F Leprévost, A Glad… - Applied Sciences, 2024 - mdpi.com
Graphics Processing Units (GPUs) are employed for their parallel processing capabilities,
which are essential to train deep learning (DL) models with large datasets within a …

Scheduling Deep Learning Training in GPU Cluster Using the Model-Similarity-Based Policy

P Thanapol, K Lavangnananda, F Leprévost… - Asian Conference on …, 2023 - Springer
Training large neural networks with huge amount of data using multiple Graphic Processing
Units (GPUs) became widespread with the emergence of Deep Learning (DL) technology. It …

Software eco-design: investigating and reducing the energy consumption of software

Z Ournani - 2021 - theses.hal.science
Energy consumption is an emerging concern in multiple domains and fields, including ICT
and data centers. In fact, the energy consumption of data centers has drastically increased in …

A unified monitoring framework for energy consumption and network traffic

F Clouet, S Delamare, JP Gelas… - … on Energy Web, 2015 - publications.eai.eu
Providing experimenters with deep insight about the effects of their experiments is a central
feature of testbeds. In this paper, we describe Kwapi, a framework designed in the context of …

Towards trustworthy testbeds thanks to throughout testing

L Nussbaum - 2017 IEEE International Parallel and Distributed …, 2017 - ieeexplore.ieee.org
When using testbeds in the context of experimental computer science, theability to produce
trustworthy and reproducible experiments results dependsgreatly on the trustworthiness of …

Reducing the number of response time service level objective violations by a cloud‐HPC convergence scheduler

A Kraemer, C Maziero, O Richard… - Concurrency and …, 2018 - Wiley Online Library
Job scheduling is an old topic in High‐Performance Computing (HPC), and it is more and
more studied in data centers. Large data centers are often split into separate partitions for …

[图书][B] Recent Challenges in Intelligent Information and Database Systems: 15th Asian Conference, ACIIDS 2023, Phuket, Thailand, July 24–26, 2023, Proceedings

NT Nguyen, S Boonsang, H Fujita, B Hnatkowska… - 2023 - books.google.com
This book constitutes the second part of the proceedings of the 15th Asian Conference on
Intelligent Information and Database Systems, ACIIDS 2023, held in Phuket, Thailand …