NDLI: A two-stage approach for task and resource management in multimedia cloud environment

Content Provider	Springer Nature Link
Author	Alelaiwi, Abdulhameed Tian, Yuan Almogren, Ahmad Song, Biao Alamri, Atif Pathan, Mukaddim Hassan, Mohammad Mehedi
Copyright Year	2014
Abstract	In recent years, multimedia cloud computing is becoming a promising technology that can effectively process multimedia services and provide quality of service (QoS) provisioning for multimedia applications from anywhere, at any time and on any device at lower costs. However, there are two major challenges exist in this emerging computing paradigm: one is task management, which maps multimedia tasks to virtual machines, and the other is resource management, which maps virtual machines (VMs) to physical servers. In this study, we aim at providing an efficient solution that jointly addresses these challenges. In particular, a queuing based approach for task management and a heuristic algorithm for resource management are proposed. By adopting allocation deadline in each VM request, both task manager and VM allocator receive better chances to optimize the cost while satisfying the constraints on the quality of multimedia service. Various simulations were conducted to validate the efficiency of the proposed task and resource management approaches. The results showed that the proposed solutions provided better performance as compared to the existing state-of-the-art approaches.
Ending Page	145
Page Count	27
Starting Page	119
File Format	PDF
ISSN	0010485X
e-ISSN	14365057
Journal	Computing
Issue Number	1-2
Volume Number	98
Language	English
Publisher	Springer Vienna
Publisher Date	2014-06-04
Publisher Place	Vienna
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Multimedia Cloud computing Heuristic algorithm Task management Queuing system Software Engineering Computer Application in Administrative Data Processing Computer Science Artificial Intelligence (incl. Robotics) Information Systems Applications (incl. Internet) Resource management Queueing theory Computer Communication Networks Applications (congestion, allocation, storage, traffic, etc.)
Content Type	Text
Resource Type	Article
Subject	Theoretical Computer Science Computational Theory and Mathematics Computational Mathematics Numerical Analysis Computer Science Applications Software

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

Fair linking mechanisms for resource allocation with correlated player types

Proactive virtualized resource management for service workflows in the cloud

A QoS-aware broker for hybrid clouds

Weighted principal component analysis-based service selection method for multimedia services in cloud

Integrated policy management framework for IaaS Cloud middleware

Adaptive scheduling algorithm for media-optimized traffic management in software defined networks

A Family of Stable Multipath Dual Congestion Control Algorithms

PACKTER: implementation of internet traffic visualizer and extension for network forensics

A two-stage approach for task and resource management in multimedia cloud environment

Similar Documents

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

Fair linking mechanisms for resource allocation with correlated player types

Proactive virtualized resource management for service workflows in the cloud

A QoS-aware broker for hybrid clouds

Weighted principal component analysis-based service selection method for multimedia services in cloud

Integrated policy management framework for IaaS Cloud middleware

Adaptive scheduling algorithm for media-optimized traffic management in software defined networks

A Family of Stable Multipath Dual Congestion Control Algorithms

PACKTER: implementation of internet traffic visualizer and extension for network forensics

A two-stage approach for task and resource management in multimedia cloud environment