Characterization of task allocation techniques in data centers based on information theory

DHS Lima, ALL Aquino, OA Rosso, M Curado - Physica A: Statistical …, 2024 - Elsevier
We present a comprehensive characterization of task allocation techniques in data centers
based on information theory, focusing specifically on Shannon Entropy and Statistical …

RCFS: rate and cost fair CPU scheduling strategy in edge nodes

Y Zhao, HL Rao, K Le, W Wang, Y Xu, G Jia - The Journal of …, 2024 - Springer
With the rapid advancement of 5G mobile networks and Internet of Things technology, an
increasing number of data-intensive applications are generating massive amounts of …

Design and Evaluation of a Hierarchical Characterization and Adaptive Prediction Model for Cloud Workloads

K Seshadri, K Sindhu, SN Bhattu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Workload characterization and subsequent prediction are significant steps in maintaining
the elasticity and scalability of resources in Cloud Data Centers. Due to the high variance in …

Seasonal study of user demand and IT system usage in datacenters

D Landré, L Philippe, JM Pierson - 2024 IEEE 30th …, 2024 - ieeexplore.ieee.org
To limit the impact of datacenters on climate change various sustainable and effective
solutions are being developed. The Datazero2 project aims to design datacenters running …

Load Characterization of AI Applications using DQoES Scheduler for Serving Multiple Requests

TOD Putra, RM Ijtihadie… - 2024 12th International …, 2024 - ieeexplore.ieee.org
In today's era, many types of Artificial Intelligence (AI)-based applications are being
developed to fulfill a variety of needs, for example, counting objects recorded using a …

Storage System Trace Characterization, Compression, and Synthesis using Machine Learning–An Extended Abstract

P Poudel - Proceedings of the 2023 ACM SIGSIM Conference on …, 2023 - dl.acm.org
This study addresses the knowledge gap in request-level storage trace analysis by
incorporating workload characterization, compression, and synthesis. The aim is to better …