Fog-based spider web algorithm to overcome latency in cloud computing
Joint Authors
Islam, Shahidul M.
Ravindran, D.
Dar, Abd al-Rashid
Source
Issue
Vol. 61, Issue 7 (31 Jul. 2020), pp.1781-1790, 10 p.
Publisher
University of Baghdad College of Science
Publication Date
2020-07-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
The cloud-users are getting impatient by experiencing the delays in loading the content of the web applications over the internet, which is usually caused by the complex latency while accessing the cloud datacenters distant from the cloud-users.
It is becoming a catastrophic situation in availing the services and applications over the cloud-centric network.
In cloud, workload is distributed across the multiple layers which also increases the latency.
Time-sensitive Internet of Things (IoT) applications and services, usually in a cloud platform, are running over various virtual machines (VM’s) and possess high complexities while interacting.
They face difficulties in the consolidations of the various applications containing heterogenetic workloads.
Fog computing takes the cloud computing services to the edge-network, where computation, communication and storage are within the proximity to the end-user’s edge devices.
Thus, it utilizes the maximum network bandwidth, enriches the mobility, and lowers the latency.
It is a futuristic, convenient and more reliable platform to overcome the cloud computing issues.
In this manuscript, we propose a Fog-based Spider Web Algorithm (FSWA), a heuristic approach which reduces the delays time (DT) and enhances the response time (RT) during the workflow among the various edge nodes across the fog network.
The main purpose is to trace and locate the nearest f-node for computation and to reduce the latency across the various nodes in a network.
Reduction of latency will enhance the quality of service (QoS) parameters, smooth resource distribution, and services availability.
Latency can be an important factor for resource optimization issues in distributed computing environments.
In comparison to the cloud computing, the latency in fog computing is much improved.
American Psychological Association (APA)
Dar, Abd al-Rashid& Ravindran, D.& Islam, Shahidul M.. 2020. Fog-based spider web algorithm to overcome latency in cloud computing. Iraqi Journal of Science،Vol. 61, no. 7, pp.1781-1790.
https://search.emarefa.net/detail/BIM-970130
Modern Language Association (MLA)
Dar, Abd al-Rashid…[et al.]. Fog-based spider web algorithm to overcome latency in cloud computing. Iraqi Journal of Science Vol. 61, no. 7 (2020), pp.1781-1790.
https://search.emarefa.net/detail/BIM-970130
American Medical Association (AMA)
Dar, Abd al-Rashid& Ravindran, D.& Islam, Shahidul M.. Fog-based spider web algorithm to overcome latency in cloud computing. Iraqi Journal of Science. 2020. Vol. 61, no. 7, pp.1781-1790.
https://search.emarefa.net/detail/BIM-970130
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 1789-1790
Record ID
BIM-970130