International Journal of Informatics and Communication Technology (IJ-ICT)
Vol 15, No 3: September 2026

A pilot review of the Google cluster workload trace 2019, methodology and its alternatives: analysis of workload in large scale data centres

Akash Patel (Charotar University of Science and Technology (CHARUSAT))
Amit Nayak (Charotar University of Science and Technology (CHARUSAT))
Khushi Patel (Charotar University of Science and Technology (CHARUSAT))
Anand Patel (Dharmsinh Desai University (DDU))



Article Info

Publish Date
01 Sep 2026

Abstract

Cloud data centres require shared services that are highly available, elastic capacity, managed operations, and robust recovery capabilities to facilitate the next generation of efficient, reliable, and diverse connected computing environments. Nevertheless, large-scale cloud infrastructures continue to fail regularly despite their availability, scalability, and cost efficiency, primarily due to low resource utilisation and inadequate early-stage failure management. The key to effective resource management and minimizing failures in such settings is understanding the nature of the workload and its failure modes. The current review considers the Google cluster workload trace 2019 to investigate workload and failure patterns and to generalise the results of 24 articles. The analysis is also compared with other major datasets, such as Microsoft Azure Trace, Tencent Trace, and Alibaba Trace. The paper establishes the relevance of Google cluster traces, describes the key contents of the 2019 dataset, and contrasts prior literature with respect to research objectives, trace datasets, significant results, and limitations. Moreover, it briefly describes methods for analyzing and modeling cluster traces and identifies gaps in the research that should be addressed to advance the study of cluster traces.

Copyrights © 2026






Journal Info

Abbrev

IJICT

Publisher

Subject

Computer Science & IT

Description

International Journal of Informatics and Communication Technology (IJ-ICT) is a common platform for publishing quality research paper as well as other intellectual outputs. This Journal is published by Institute of Advanced Engineering and Science (IAES) whose aims is to promote the dissemination of ...