Improving The Collaborative Learners Experience By Adapting Efficient Data Replication Strategy In Distributed Cloud Environment

Document Type : Primary Research paper

Authors

1 Assistant Professor(Level III) / CSE, Bannari Amman Institute Of Technology, Sathyamangalam, Erode, Tamilnadu,

2 Assistant Professor/ CSE, Bannari Amman Institute Of Technology, Sathyamangalam, Erode, Tamilnadu

3 Assistant Professor/ IT, Bannari Amman Institute Of Technology, Sathyamangalam, Erode, Tamilnadu

4 Assistant Professor (Level II)/ CSE, Bannari Amman Institute Of Technology, Sathyamangalam, Erode, Tamilnadu

Abstract

Smart Learning Services Have Recently Attracted Various Instructors Because It
Adopts Subject Conscious Techniques In Addition With Greater Competence, Because Of
The Fact It Is Prominently Relying On Learners’ Attitude Towards The Process Of
Learning. If The Content Of Learning Becomes Popular Then That Content Will Be
Accessed By Learners Repeatedly. For Enhancing The Performance In Rate Of Accessing
Of Data, Data Should Be Replicated At Various Locations Devoid Of Interference From
Other Users Who Are Trying To Access The Same Data. Therefore, The Need Of The
Hour Will Be The Proper Selection Of Replication Strategy For Optimizing The Accessing
Time Of The Data And Storage Space. Here In This Work A New Dynamic Replication
Strategy Termed As Cbtbest Is Adopted For Replication Of Data. This Replication Strategy
Has The Advantage Of Reduced Storage Space Required For The Replication Along With
The Minimizing The Access Duration Of The Data. It Reduces The Quantity Of Overhead
For Determining The Location Of Data Storage While Replicating The Data.
Experimental Results Demonstrated That The Proposed Cbtbest Technique Performs
Superior On Comparison With Traditional Dynamic Replication Strategy And No
Replication Strategy Under Two Conditions That Will Be Under Constant Data Rate And
Fluctuating Data Rate.

Keywords