Optimizing Software Performance in Distributed Cloud Systems: Challenges and Solutions

Nuruddin Sheikh ()

Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023, 2024, vol. 7, issue 01, 187-206

Abstract: The rapid proliferation of distributed cloud systems has revolutionized software deployment and scalability, enabling organizations to meet dynamic demands efficiently. However, optimizing software performance in such environments presents unique challenges, including resource heterogeneity, network latency, and dynamic workload variations. This paper explores the critical factors influencing software performance in distributed cloud systems, highlighting common bottlenecks and their root causes. It also presents a comprehensive analysis of state-of-the-art solutions, such as advanced resource allocation algorithms, load balancing techniques, and containerized microservices. Additionally, the study introduces a framework for evaluating performance metrics and proposes strategies to mitigate inefficiencies while ensuring scalability and cost-effectiveness. By addressing these challenges, this research aims to provide actionable insights and foster innovation in the design and optimization of software systems for distributed clouds.

Keywords: Distributed cloud systems; Software performance optimization; Resource allocation; Load balancing; Performance metrics; Scalability; Cloud computing challenges (search for similar items in EconPapers)
Date: 2024
References: View complete reference list from CitEc
Citations:

Downloads: (external link)
https://newjaigs.com/index.php/JAIGS/article/view/314 (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:das:njaigs:v:7:y:2024:i:01:p:187-206:id:314

Access Statistics for this article

Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023 is currently edited by Justyna Żywiołek

More articles in Journal of Artificial Intelligence General science (JAIGS) ISSN:3006-4023 from Open Knowledge
Bibliographic data for series maintained by Open Knowledge ().