OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET
A cooperative caching approach improves data accessibility and reduces query latency in Mobile Ad hoc Network (MANET). Maintaining the cache is challenging issue in large MANET due to mobility, cache size and power. The previous research works on caching primarily have dealt with LRU, LFU and LRU-MI...
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| Format: | Article |
| Language: | English |
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ICT Academy of Tamil Nadu
2014-09-01
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| Series: | ICTACT Journal on Communication Technology |
| Subjects: | |
| Online Access: | http://ictactjournals.in/paper/IJCT_Paper_7_995_999.pdf |
| _version_ | 1818688932118790144 |
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| author | P. Kuppusamy B. Kalaavathi S. Chandra |
| author_facet | P. Kuppusamy B. Kalaavathi S. Chandra |
| author_sort | P. Kuppusamy |
| collection | DOAJ |
| description | A cooperative caching approach improves data accessibility and reduces query latency in Mobile Ad hoc Network (MANET). Maintaining the cache is challenging issue in large MANET due to mobility, cache size and power. The previous research works on caching primarily have dealt with LRU, LFU and LRU-MIN cache replacement algorithms that offered low query latency and greater data accessibility in sparse MANET. This paper proposes Memetic Algorithm (MA) to locate the better replaceable data based on neighbours interest and fitness value of cached data to store the newly arrived data. This work also elects ideal CH using Meta heuristic search Ant Colony Optimization algorithm. The simulation results shown that proposed algorithm reduces the latency, control overhead and increases the packet delivery rate than existing approach by increasing nodes and speed respectively. |
| first_indexed | 2024-12-17T12:02:04Z |
| format | Article |
| id | doaj.art-c3c3a299930a4b42b2a793306f7afe51 |
| institution | Directory Open Access Journal |
| issn | 0976-0091 2229-6948 |
| language | English |
| last_indexed | 2024-12-17T12:02:04Z |
| publishDate | 2014-09-01 |
| publisher | ICT Academy of Tamil Nadu |
| record_format | Article |
| series | ICTACT Journal on Communication Technology |
| spelling | doaj.art-c3c3a299930a4b42b2a793306f7afe512022-12-21T21:49:47ZengICT Academy of Tamil NaduICTACT Journal on Communication Technology0976-00912229-69482014-09-0153995999OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANETP. Kuppusamy0B. Kalaavathi1S. Chandra2Department of Computer Science and Engineering, Gnanamani College of Technology, IndiaDepartment of Computer Science and Engineering, K.S.R Institute for Engineering and Technology, IndiaDepartment of Computer Science, Selvamm Arts and Science College, IndiaA cooperative caching approach improves data accessibility and reduces query latency in Mobile Ad hoc Network (MANET). Maintaining the cache is challenging issue in large MANET due to mobility, cache size and power. The previous research works on caching primarily have dealt with LRU, LFU and LRU-MIN cache replacement algorithms that offered low query latency and greater data accessibility in sparse MANET. This paper proposes Memetic Algorithm (MA) to locate the better replaceable data based on neighbours interest and fitness value of cached data to store the newly arrived data. This work also elects ideal CH using Meta heuristic search Ant Colony Optimization algorithm. The simulation results shown that proposed algorithm reduces the latency, control overhead and increases the packet delivery rate than existing approach by increasing nodes and speed respectively.http://ictactjournals.in/paper/IJCT_Paper_7_995_999.pdfReplacementClusteringCooperative CachingOptimization |
| spellingShingle | P. Kuppusamy B. Kalaavathi S. Chandra OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET ICTACT Journal on Communication Technology Replacement Clustering Cooperative Caching Optimization |
| title | OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET |
| title_full | OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET |
| title_fullStr | OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET |
| title_full_unstemmed | OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET |
| title_short | OPTIMAL DATA REPLACEMENT TECHNIQUE FOR COOPERATIVE CACHING IN MANET |
| title_sort | optimal data replacement technique for cooperative caching in manet |
| topic | Replacement Clustering Cooperative Caching Optimization |
| url | http://ictactjournals.in/paper/IJCT_Paper_7_995_999.pdf |
| work_keys_str_mv | AT pkuppusamy optimaldatareplacementtechniqueforcooperativecachinginmanet AT bkalaavathi optimaldatareplacementtechniqueforcooperativecachinginmanet AT schandra optimaldatareplacementtechniqueforcooperativecachinginmanet |