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| Fall 2004 |
| Mon Sep 6 13:11:20 EDT 2004 |
| Overview of Data Streams | |
| 1 | Continuous Queries over Data Streams
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| | by S. Babu, J. Widom |
| | In SIGMOD Record, September 2001 |
| 2 | NiagaraCQ: A Scalable Continuous Query System for Internet Databases
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| | by J. Chen, D. DeWitt, F. Tian, Y. Wang |
| | In Proc. of the 2000 ACM SIGMOD Intnl. Conf. on Management of data |
| Data Mining on Data Streams | |
| 3 | Mining High-Speed Data Streams
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| | by P. Domingos, G. Hulten |
| | In Sixth International Conference on Knowledge Discovery and Data Mining 2000 |
| 4 | Online Data Mining for Co-Evolving Time Sequences
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| | by B. Yi, N. Sidiropoulos, T. Johnson, H. Jagadish, C. Faloutso, A. Biliris |
| | In ICDE 2000 |
| 5 | Mining Time-Changing Data Streams
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| | by G. Hulten, L. Spencer, P. Domingos |
| | In Seventh International Conference on Knowledge Discovery and Data Mining 2001 |
| Hidden Web | |
| 6 | Crawling the Hidden Web
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| | by S. Raghavan, H. Garcia-Molina |
| | In VLDB 2001 |
| 7 | Probe, Count, and Classify: Categorizing Hidden-Web Databases
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| | by P. Ipeirotis, L. Gravano, M. Sahami |
| | In SIGMOD 2000 |
| Caching Dynamic Web Content | |
| 8 | Form-Based Proxy Caching for Database-Backed Web Sites
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| | by Q. Luo, J. Naughton |
| | In VLDB 2001 |
| 9 | Enabling Dynamic Content Caching for Database-Driven Web Sites
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| | by K.S. Candan, W-S. Li, Q. Luo, W-P. Hsiung, D. Agrawal |
| | In SIGMOD 2001 |
| Spatio-Temporal Databases | |
| 10 | Moving Databases: Issues and Solutions
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| | by O. Wolfson, B. Xu, S. Chamberlain, L. Jiang |
| | In SSDBM 1998 |
| 11 | Capturing the Uncertainty of Moving-Object Representations
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| | by D. Pfoser, C. Jensen |
| | In SSD 1999 |
| Peer-to-Peer Systems | |
| 12 | What Can Databases do for Peer-to-Peer?
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| | by S. Gribble, A. Halevy, Z. Ives, M. Rodrig, D. Suciu |
| | In WebDB 2001 |
| 13 | Storage management and caching in PAST, a large-scale, persistent
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| | by A. Rowston, P. Druschel |
| | In SOSP 2001 |
| 14 | Chapter 1: A Network of Peers
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| | by N. Minar, M. Hedlund |
| | In Peer-to-Peer: Harnessing the Power of Disruptive Technologies (O'Reilly) |
| 15 | Comparing Hybrid Peer-to-Peer Systems
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| | by B. Yang, H. Garcia-Molina |
| | In VLDB 2001 |
| Data Replication | |
| 16 | Design and Evaluation of a Continuous Consistency Model for Replicated Services
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| | by H. Yu, A. Vahdat |
| | In OSDI 2000 |
| 17 | Efficient Numerical Error Bounding for Replicated Network Services
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| | by H. Yu, A. Vahdat |
| | In VLDB 2000 |
| 18 | Flexible Update Propagation for Weakly Consistent Replication
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| | by K. Petersen, M.J. Spreitzer, D.B. Terry, M.M. Theimer, A.J. Demers |
| | In SOSP-16 1997 |
| Data Mining Distributed Sources | |
| 19 | Toward a Theoretical Framework for Analysis and Synthesis of Agents that Learn from Distributed Dynamic Data Sources
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| | by D. Caragea, A. Silvescu, V. Honavar |
| | In Distributed and Parallel Knowledge Discovery 2000 |
| 20 | An approach to online Bayesian learning from multiple data streams
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| | by R. Chen, K. Sivakumar, H. Kargupta |
| | In IEEE International Conference of Data Mining |
| 21 | Distributed Data Clustering can be Efficient and Exact
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| | by G. Forman, B. Zhang |
| | In SIGKDD Explorations Volumn 2 Issue 2 |
| Intrusion Detection in Mobile Sensor Networks | |
| 22 | Next Century Challenges: Scalable Coordination in Sensor Networks
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| | by D. Estrin, R. Govindan, J. Heidermann, S. Kumar |
| | In ACM/IEEE International Conference on Mobile Computing and Networking, August 1999 |
| 23 | Intrusion Detection in Wireless Ad-Hoc Networks
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| | by Y. Zhang, W. Lee |
| | In Sixth Annual International Conference IEEE International Conference on Mobile Computing and Networking (MobiCom 2000) |
| Data Approximation | |
| 24 | Quasi-Cubes: A space-efficient way to support approximate multidimensiona
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| | by D. Barbara, M. Sullivan |
| | In Technical Report, ISE Dept., George Mason University, 1998 |
| 25 | NetCube: A Scalable Tool for Fast Data Mining and Compression
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| | by D. Margaritis, C. Faloutsos, S. Thrun |
| | In VLDB 2001 |
adeli at umiacs.umd.edu