Load Pattern Identifier (LOPI) for Scaling Size and Pattern of the Workload for Setting Threshold Values Dynamically in Cloud Environment

Pooja Kumari Jha; Dr Deepika Pathak

Load Pattern Identifier (LOPI) for Scaling Size and Pattern of the Workload for Setting Threshold Values Dynamically in Cloud Environment

Authors: Pooja Kumari Jha, Dr Deepika Pathak

Unique Paper ID: 150814
Volume: 7
Issue: 10
PageNo: 71-78

Keywords: Cloud Threshold Auto-scaling Load Rate.

Abstract:
As internet applications such as social networks, streaming networking, diverse online groups and smartphone apps are continuously increasing, website consumer traffic is extremely complex, and sometimes unpredictable. Accessible in both regions, with Pay-as-you-go frameworks, cloud storage platforms as self-service on request. The auto-scaling method must be used by service providers to maximize scalability, usage of resources and the providers to scale the resources according to the consumers. Dynamic threshold technology aims to optimize the activity and expense of physical servers. Efficient allocation of capital will further reduce the cost of operation. In addition to the physical server, threshold values may be set on a virtual machine. It cannot be always the same load or workload. The Load Pattern Identifier (LoPI) is used for finding the load pattern. In contrast with interpolation, extrapolation, and correlation examination, the demand for real time and the expected workload. The control motor is used for LoPI analysis and rule generation. Finally, the complex threshold for cloud services is set to auto-scale.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 7
Issue: 10
PageNo: 71-78

Load Pattern Identifier (LOPI) for Scaling Size and Pattern of the Workload for Setting Threshold Values Dynamically in Cloud Environment

Available:https://ijirt.org/Article?manuscript=150814

05 Jun, 2025

ANALYTICAL STUDY ON THE IMPACT OF HUMAN RESOURCE POLICIES ON EMPLOYEE PERFORMANCE IN ORGANIZATIONS

28 May, 2025

Issues and Challenges of Disinvestment Policy in India

24 May, 2025

The Agriculture Sector in Transition: Economic Contributions, Pollution Impact, Health effects, and Future Directions

21 May, 2025

Examination on the Impact of E-HRM practices effectiveness on the organizational performance in IT sector

14 May, 2025

LEGISLATIVE MEASURES TO PREVENT WATER POLLUTION IN INDIA

09 May, 2025

ENVIRONMENTAL AND OTHER IMPACTS, DUE TO WATER POLLUTION IN INDIA

18 Apr, 2025

Evaluation of Sovereign Gold Bonds Scheme in India - A Study of Investors’ Perception

09 Apr, 2025

Predictive Budget Allocation in Cloud-Based Bidding Using XAI models

08 Apr, 2025

THE TECH-DRIVEN FUTURE OF BANKING: ASSESSING SBI’S OPERATIONAL EFFICIENCY IN THE DIGITAL ERA

07 Apr, 2025

SOCIAL MEDIA AND IT’S IMPACT ON BUSINESS

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry