A novel replica placement strategy using binary item-to-item collaborative filtering for efficient voronoi-based cloud-oriented content delivery network

Conference Proceeding - 2015 International Conference on Advances in Computer Engineering and Applications, ICACEA 2015

Volumn , Issue , 2015, Pages 603-608

  Roy, Sandip ^a   Bose, Rajesh ^a   Sarddar, Debabrata ^a  

^a UNIVERSITY OF KALYANI   (India)

Author keywords

cloud oriented content delivery network; content placement; cosine similarity; item to item collaborative filtering; Voronoi diagram

Indexed keywords

COMPUTATIONAL GEOMETRY; GRAPHIC METHODS;

CLUSTERING TECHNIQUES; CONTENT DELIVERY NETWORK; CONTENT DELIVERY SERVICES; CONTENT PLACEMENT; COSINE SIMILARITY; DELAU-NAY TRIANGULATIONS; REPLICA PLACEMENT STRATEGIES; VORONOI DIAGRAMS;

COLLABORATIVE FILTERING;

EID: 84947999168     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICACEA.2015.7164762     Document Type: Conference Paper

References (16)

1. C. Papagianni, A. Leivadeas, and S. Papavassiliou, "A Cloud-Oriented Content Delivery Network Paradigm: Modelling and Assessment, " Dependable and Secure Computing, IEEE Transactions, vol. 10, no. 5, pp. 287-300, 2013.
2. G. Linden, B. Smith, and J. York, "Amazon. com Recommendations: Item-to-Item Collaborative Filtering, " IEEE Internet Computing, vol. 07, no. 1, pp. 76-80, Jan/Feb 2003.
3. K. Huguenin, A.-M. Kermarrec, K. Kloudas, and F. Tïari, "Content and geographical locality in user-generated content sharing systems, " NOSSDAV, 2012.
4. S. W. Bae and K.-Y. Chwa, "Voronoi Diagrams with a Transportation Network on the Euclidean Plane, " In: Algorithms and computation: 15th International Symposium, ISAAC, Hong Kong, 2004, pp. 101-124.
5. M. A. Kaafar, S. Berkovsky, and B. Donnet, "On the Potential of Recommendation Technologies for Efficient Content Delivery Networks, " ACM SIGCOMM Computer Communication Review, vol. 43, no. 3, pp. 74-77, July 2013.
6. B. Sarwar, G. Karypis, J. Konstan, and J. Riedl, "Analysis of Recommendation Algorithms for E-Commerce, " 10th International Conference on WWW, 2001, pp. 285-295.
7. O. Beaumont, A.-M. Kermarrec, L. Marchal, and E. Rivière, "VoroNet: A scalable object network based on Voronoi tessellations, " Laboratoire de l'Informatique du Parallélisme, Lyon, France, RR n 5833, February 2006.
8. S. J. Fortune, "Voronoi diagrams and Delaunay triangulations, " In Computing and Euclidean Geometry, by D.-Z. Du, F. K. Hwang, World Scientific, Singapore, pp. 193-233, 1992.
9. F. Ricci, L. Rokach, B. Shapira, and P. B. Kantor, "Recommender Systems Handbook, " Springer, 2011.
10. R. Burke, A. Felferning, and M. H. Goker, "Recommender systems:An overview, " AI Magazine, vol. 32, no. 3, 2011, pp. 13-18.
11. M. Gaoa, Z. Wub, F. Jiang, "Userrank for item-based collaborative filtering recommendation, " Information Processing Letters, vol. 111, no. 9, pp. 440-446, 1 April 2011.
12. A. Brodersen, S. Scellato, and M. Wattenhofer, "YouTube around the world: Geographic popularity of videos, " In Proc. International Conference of World Wide Web (WWW), 2012.
13. P. Lops, M. de Gemmis, and G. Semeraro, "Content-based recommender systems: State of the art and trends, " In Recommender Systems Handbook, 2011, pp. 73-105.
14. L. Qiu, V. Padmanabhan, and G. Voelker, "On the placement of web server replicas, " In IEEE INFOCOM, 2001.
15. M. Karlsson, C. Karamanolis, and M. Mahalingam, "A framework for evaluating replica placement algorithms, " HP Laboratories, Technical Report HPL-2002-219, 2003.
16. F. Lo Presti, C. Petrioli, and C. Vicari, "Dynamic replica placement in content delivery networks, " In Proc. International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems, 2005, pp. 351-360.