Preserving load balance in multiservice cloud storage
centralized Cloud-based Multimedia System(CMS) and we proposed a genetic algorithm for concerned dynamic load balancing problem in CMS
Published on: Mar 4, 2016
Transcripts - Preserving load balance in multiservice cloud storage
Cloud computing is a type of computing that relies
on sharing computing resources to handle
Load balancing in cloud environment is one of the
critical issue while processing and storing the
various multimedia application at the same time.
Cloud based multimedia system offers services of
generating, editing, processing of multimedia data
To distribute the cloud data for more users at the same
Client can get the data without any interruptions.
To minimize the cost for transmitting multimedia data
between server clusters and clients
S.No Paper Title Publicatio
Load Balancing in
May 2013 in
are of the
same type is
Load Balancing in
Huge number of clients request for different
Multimedia services through internet .
To implement a centralized Cloud-based Multimedia
System(CMS), we proposed a genetic algorithm for
concerned dynamic load balancing problem in CMS.
The resource manager of CMS stores the global
service task load information collected from server
Decides the amount of client’s requests assigned to
each server cluster.
Then the load of each server cluster is distributed as
balanced as possible
Solution to a problem solved by genetic algorithms, is
Algorithm is started with a set of solution
(represented by chromosomes) called Population
Solutions from one population are taken and used to
form a new population for a better one.
Solutions which are selected to form new solutions
(offspring) are selected according to their fitness
The most suitable one will got more chances and
they have to reproduce
Repeated until some condition is satisfied.
-Became authenticated person to request and
process the request.
File upload module
-Admin upload all Multimedia files.
-Determine file path
- stored in the Cloud Server.
Service requestor module
-User request a multimedia file to the Resource
-It assign the request to cloud server
Cloud Service Oriented Applications
-Organized as object and they communicate
between the servers and collaborate over the network
Online Multimedia Tools and Application
-multiple media components are combined and
In cloud paradigm the effective resource utilization is
required for achieving user satisfaction
Maximizing the profit for cloud service providers.
As a future work we extend the behavioral
characterization of proximity malware to account for
strategic malware detection evasion with game theory
is a challenging task.
User utilizes the source with no limitation.
It accept certain range of request and once the server
free allows N number of request
Yuming Jiang, Andrew Perkis, “Multi-service Load
Balancing in a Heterogeneous Network with Vertical
Handover,” International Journal of Advanced Research in
Computer and Communication Engineering, vol. 3, Issue.
7, pp. 7359–7362, July. 2014.
C. C. Lin, H. H. Chin, and D. J. Deng, "Dynamic Multi-
Service Load Balancing in Cloud-based Multimedia
System," IEEE System Journal, Vol. 8, Issue 1, pp. 225-