CS 743 Additional Reading
(Fall 2014)

Topics

• S. Auer, C. Bizer, G. Kobilarov, J. Lehmann, R. Cyganiak, and Z. Ives. DBpedia: A Nucleus for a Web of Open Data, In Proc. The Semantic Web, 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference (ISWC 2007 + ASWC 2007), Nov. 2007.
  • example review
• O. Hartig, C. Bizer, and J-C Freytag. Executing SPARQL Queries over the Web of Linked Data. In Proc. 8th International Semantic Web Conference (ISWC), Washington, DC, USA, Oct. 2009.
• G. Kobilarov, T. Scott, Y. Raimond, S. Oliver, C. Sizemore, M. Smethurst, C. Bizer, and R. Lee Media Meets Semantic Web - How the BBC Uses DBpedia and Linked Data to Make Connections. In Proc. 6th European Semantic Web Conference, May 2009.

• R. Xin, J. Rosen, M. Zaharia, M. Franklin, S. Shenker, and I. Stoica. Shark: SQL and Rich Analytics at Scale, Proc. ACM SIGMOD Int'l Conference on Management of Data, June 2013.
• S. Blanas, J. M. Patel, V. Ercegovac, J. Rao, E. J. Shekita, and Y. Tian. A Comparison of Join Algorithms for Log Processing in MapReduce. In Proc. ACM SIGMOD Int'l Conference on Management of Data. 2010.

• D. J. Abadi et al. Aurora: A New Model and Architecture for Data Stream Management. The VLDB Journal 12(2), August 2003, pp. 120-139.
• S. Chandrasekaran and M. Franklin. Streaming Queries Over Streaming Data. In Proc. Int'l Conf. on Very Large Data Bases (VLDB'02). 2002, pp. 203-214.
  • example review
• M. Datar, A. Gionis, P. Indyk and R. Motwani. Maintaining Stream Statistics Over Sliding Windows. In Proc. ACM-SIAM Symp. on Discrete Algorithms (SODA'02), 2002, pp. 635-644.

• F. Geerts, G. Mecca, P. Papotti and D. Santoro. The LLUNATIC Data-Cleaning Framework. . In Proc. of the VLDB Endowment 6(9), July 2013, pp. 625-636.
• O. Benjelloun, H. Garcia-Molina, D. Menestrina, Q. Su, S. Whang, and J. Widom. Swoosh: A Generic Approach to Entity Resolution . The VLDB Journal 18(1), January 2009, pp. 255-276.
• V. Raman and J. Hellerstein. Potter's Wheel: An Interactive Data Cleaning System. . In Proc. Int'l Conf. on Very Large Data Bases (VLDB'01), 2001, pp. 381-390.

• A. Kyrola, G. Blelloch, and C. Guestrin. GraphChi: Large-Scale Graph Computation on Just a PC . In Proc. USENIX Conf. on Operating Systems Design and Implementation (OSDI'12), 2012, pp. 31-46.
• L. Quick, P. Wilkinson, and D. Hardcastle. Using Pregel-like Large Scale Graph Processing Frameworks for Social Network Analysis . In Proc. Int'l Conf. on Advances in Social Networks Analysis and Mining. 2012, pp. 457-463.

• S. Gilbert and N. Lynch. Perspectives on the CAP Theorem. . IEEE Computer 45(2), pp. 30-36, 2012.
• W. Vogels. Eventually Consistent. . CACM 52(1), pp. 40-44, January 2009.
• A. Lakshman and P. Malik. Cassandra - A Decentralized Structured Storage System. . Proc. ACM SIGOPS Int'l Workshop on Large Scale Distributed Systems and Middleware (LADIS'09), 2009.