Maintaining recursive views of regions and connectivity in networks

IEEE Transactions on Knowledge and Data Engineering

Volumn 22, Issue 8, 2010, Pages 1126-1141

  Liu, Mengmeng ^a   Taylor, Nicholas E ^a   Zhou, Wenchao ^a   Ives, Zachary G ^a   Loo, Boon Thau ^a  

^a UNIVERSITY OF PENNSYLVANIA   (United States)

Author keywords

Distributed databases; query processing

Indexed keywords

AGGREGATE SELECTION; COMMUNICATION OVERHEADS; DATA MANAGEMENT; DATA PROVENANCE; DISTRIBUTED DATABASE; DISTRIBUTED DATABASES; DISTRIBUTED SOURCES; DOMAIN SPECIFIC; DYNAMIC NETWORK; EXECUTE QUERY; FUNDAMENTAL OPERATIONS; IN-NETWORK; NETWORK ROUTERS; PEER TO PEER; SHORTEST PATH; STREAM DATA; VIEW MAINTENANCE;

GRAPH THEORY; HYDRAULICS; QUERY PROCESSING; ROUTERS; SENSORS; WIRELESS SENSOR NETWORKS;

PEER TO PEER NETWORKS;

EID: 77954157410     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2010.65     Document Type: Article

References (40)

1. H. Balakrishnan, M.F. Kaashoek, D. Karger, R. Morris, and I. Stoica, "Looking Up Data in P2P Systems," Comm. ACM, vol.46, no.2, pp. 43-48, Feb. 2003.
2. D. Chu, L. Popa, A. Tavakoli, J.M. Hellerstein, P. Levis, S. Shenker, and I. Stoica, "The Design and Implementation of a Declarative Sensor Network System," Proc. SenSys, 2007.
3. B.T. Loo, J.M. Hellerstein, I. Stoica, and R. Ramakrishnan, "Declarative Routing: Extensible Routing with Declarative Queries," Proc. ACM SIGCOMM Conf. Data Comm., 2005.
4. A.J. Demers, J. Gehrke, R. Rajaraman, A. Trigoni, and Y. Yao, "The Cougar Project: A Work-in-Progress Report," ACM SIGMOD Record, vol.32, no.3, 2003.
5. S. Madden, M.J. Franklin, J.M. Hellerstein, and W. Hong, "Design of an Acquisitional Query Processor for Sensor Networks," Proc. ACM SIGMOD, 2003.
6. D. Narayanan, A. Donnelly, R. Mortier, and A. Rowstron, "Delay Aware Querying with Seaweed," Proc. Int'l Conf. Very Large Data Bases (VLDB), 2006.
7. R. Huebsch, J.M. Hellerstein, N. Lanham, B.T. Loo, S. Shenker, and I. Stoica, "Quering the Internet with PIER," Proc. Int'l Conf. Very Large Data Bases (VLDB), 2003.
8. T.J. Green, G. Karvounarakis, Z.G. Ives, and V. Tannen, "Update Exchange with Mappings and Provenance," Proc. Int'l Conf. Very Large Data Bases (VLDB), 2007.
9. B.T. Loo, T. Condie, M. Garofalakis, D.E. Gay, J.M. Hellerstein, P. Maniatis, R. Ramakrishnan, T. Roscoe, and I. Stoica, "Declarative Networking: Language, Execution and Optimization," Proc. ACM SIGMOD, June 2006.
10. M. Welsh and G. Mainland, "Programming Sensor Networks Using Abstract Regions," Proc. Third Symp. Networked Systems Design and Implementation (NSDI), Mar. 2004.
11. K. Whitehouse, C. Sharp, E. Brewer, and D. Culler, "Hood: A Neighborhood Abstraction for Sensor Networks," Proc. Int'l Conf. Mobile Systems, Applications And Services (MASN), 2004.
12. I. Balbin and K. Ramamohanarao, "A Generalization of the Differential Approach to Recursive Query Evaluation," J. Logic Programming, vol.4, no.3, pp. 259-262, 1987.
13. F. Bancilhon, D. Maier, Y. Sagiv, and J.D. Ullman, "Magic Sets and Other Strange Ways to Implement Logic Programs," Proc. ACM SIGACT-SIGMOD Symp. Principles of Database Systems (PODS), 1986.
14. C. Intanagonwiwat, R. Govindan, and D. Estrin, "Directed Diffusion: A Scalable and Robust Communication Paradigm for Sensor Networks," Proc. MobiCom, 2000.
15. A. Gupta, I.S. Mumick, and V.S. Subrahmanian, "Maintaining Views Incrementally," Proc. ACM SIGMOD, 1993.
16. M. Liu, N.E. Taylor, W. Zhou, Z.G. Ives, and B.T. Loo, "Recursive Computation of Regions and Connectivity in Networks," Proc. Int'l Conf. Data Eng. Conf. (ICDE), 2009.
17. S. Raman and S. McCanne, "A Model, Analysis, and Protocol Framework for Soft State-Based Communication," Proc. ACM SIGCOMM Conf. Data Comm., pp. 15-25, 1999.
18. P. Buneman, S. Khanna, and W.C. Tan, "Why and Where: A Characterization of Data Provenance," Proc. Int'l Conf. Digital Telecomm. (ICDT), 2001.
19. J. Cheney, L. Chiticariu, and W.-C. Tan, "Provenance in Databases: Why, How, and Where," Foundations and Trends in Databases, vol.1, no.4, pp. 379-474, 2009.
20. Y. Cui, "Lineage Tracing in Data Warehouses," PhD dissertation, Stanford Univ., 2001.
21. T.J. Green, G. Karvounarakis, and V. Tannen, "Provenance Semirings," Proc. ACM Symp. Principles of Database Systems (PODS), 2007.
22. R. Bryant, "Graph-Based Algorithms for Boolean Function Manipulation," IEEE Trans. Computers, vol.35, no.8, pp. 677- 691, Aug. 1986.
23. J. Whaley, "JavaBDD Library," http://javabdd.sourceforge.net, 2010.
24. M. Liu, N.E. Taylor, W. Zhou, Z.G. Ives, and B.T. Loo, "Recursive Computation of Regions and Connectivity in Networks," Technical Report MS-CIS-08-32, Univ. of Pennsylvania, 2008.
25. T.T. Christoph Meinel, Algorithms and Data Structures in VLSI Design, pp. 1-267. Springer-Verlag, Aug. 1998.
26. B. Bollig, M. Lobbing, and I. Wegener, "Simulated Annealing to Improve Variable Orderings for OBDDs," Proc. Int'l Workshop Logic Synthesis, 1995.
27. R. Drechsler and N.G. Bernd Becker, "Learning Heuristics for OBDD Minimization by Evolutionary Algorithms," Proc. Parallel Problem Solving from Nature (PPSN IV), 1996.
28. O. Grumberg, S. Livne, and S. Markovitch, "Learning to Order BDD Variables in Verification," J. AI Research, vol.18, pp. 83-116, 2003.
29. M. Carbin, "Learning Effective BDD Variable Orders for BDDBased Program Analysis," honors thesis, Stanford Univ., May 2006.
30. D. Olteanu and J. Huang, "Using OBDDs for Efficient Query Evaluation on Probabilistic Databases," Proc. Scalable Uncertainty Management, 2008.
31. S. Sudarshan and R. Ramakrishnan, "Aggregation and Relevance in Deductive Databases," Proc. Int'l Conf. Very Large Data Bases (VLDB), 1991.
32. R. Motwani, J. Widom, A. Arasu, B. Babcock, S. Babu, M. Datar, G. Manku, C. Olston, J. Rosenstein, and R. Varma, "Query Processing, Resource Management, and Approximation in a Data Stream Management System," Proc. The Conf. Innovative Data Systems Research (CIDR), 2003.
33. S. Chaudhuri and K. Shim, "Including Group-By in Query Optimization," Proc. Int'l Conf. Very Large Data Bases (VLDB), 1994.
34. N.E. Taylor and Z.G. Ives, "Reliable Storage and Querying for Collaborative Data Sharing Systems," Proc. Int'l Conf. Data Eng. Conf. (ICDE), 2010.
35. A. Rowstron and P. Druschel, "Pastry: Scalable, Distributed Object Location and Routing for Large-Scale Peer-to-Peer Systems," Proc. Middleware, pp. 329-350, Nov. 2001.
36. GT-ITM, "Modelling Topology of Large Networks," http:// www.cc.gatech.edu/projects/gtitm/, 2010.
37. D.J. Abadi, D. Carney, U. Cetintemel, M. Cherniack, C. Convey, S. Lee, M. Stonebraker, N. Tatbul, and S. Zdonik, "Aurora: A New Model and Architecture for Data Stream Management," VLDB J., vol.12, no.2, pp. 120-139, Aug. 2003.
38. S. Chandrasekaran, O. Cooper, A. Deshpande, M.J. Franklin, J.M. Hellerstein, W. Hong, S. Krishnamurthy, S. Madden, V. Raman, F. Reiss, and M.A. Shah, "TelegraphCQ: Continuous Dataflow Processing for an Uncertain World," Proc. The Conf. Innovative Data Systems Research (CIDR), 2003.
39. A. Arasu, S. Babu, and J. Widom, "The CQL Continuous Query Language: Semantic Foundations and Query Execution," VLDB J., vol.15, no.2, pp. 121-142, 2006.
40. O. Benjelloun, A.D. Sarma, A.Y. Halevy, and J. Widom, "ULDBs: Databases with Uncertainty and Lineage." Proc. Int'l Conf. Very Large Data Bases (VLDB), 2006.