Difference between revisions of "CS6093/Selected Papers and Topics"
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== NoSQL Databases == | == NoSQL Databases == | ||
* Intro to Hadoop | * Intro to Hadoop (TBD) | ||
* | |||
* Automatic optimization for MapReduce programs. Eaman Jahani, Michael J. Cafarella, Christopher Ré. .PVLDB, 2011. | |||
jahani-vldb2011.pdf | |||
* Parallel data processing with MapReduce: a survey. Lee et al, SIGMOD Record 2011 | |||
* Scalable SQL and NoSQL Data Stores Rick Cattel, SIGMOD Record 2011. (overview of current data stores) | |||
cattel-sigrec2011.pdf | |||
* [http://infolab.stanford.edu/~usriv/papers/pig-latin.pdf Pig latin: a not-so-foreign language for data processing].C Olston, B Reed, U Srivastava, R Kuma, A. Tomkins. SIGMOD 2008. | |||
* [http://infolab.stanford.edu/~usriv/papers/pnuts.pdf PNUTS : Yahoo !’ s Hosted Data Serving Platform.] Brian F Cooper, Raghu Ramakrishnan, Utkarsh Srivastava, Adam Silberstein, Philip Bohannon, Hans-arno Jacobsen, et al. in Proceedings of the VLDB Endowment (2008). | |||
Additional suggested reading: | |||
* [http://wwwlgis.informatik.uni-kl.de/cms/fileadmin/publications/2010/SQLvsNoSQLDatabases.pdf SQL databases v. NoSQL databases.] Michael Stonebraker, CACM 2010. | |||
* [http://www.christof-strauch.de/nosqldbs.pdf NoSQL Databases.] Christof Strauch. 2010. | |||
== Relational Data on the Web == | == Relational Data on the Web == | ||
Revision as of 21:04, 7 February 2012
Provenance and Databases
- Peter Buneman, Sanjeev Khanna, Wang Chiew Tan: Why and Where: A Characterization of Data Provenance. ICDT 2001: 316-330
http://db.cis.upenn.edu/DL/whywhere.pdf
- A. Das Sarma, M. Theobald, and J. Widom. LIVE: A Lineage-Supported Versioned DBMS. Proceedings of the 22nd International Conference on Scientific and Statistical Database Management, Heidelberg, Germany, June 2010.
http://ilpubs.stanford.edu:8090/926/1/versioning-TR.pdf
- Total Recall | Oracle Database
http://www.oracle.com/technetwork/database/focus-areas/storage/total-recall-whitepaper-171749.pdf
Additional Suggested Reading:
- Provenance in Databases: Past, Current, and Future W. Tan. IEEE Data Engineering Bulletin.
Graph Indexing
- Algorithmics and Applications of Tree and Graph Searching D. Shasha, J. T. L. Wang, and R. Giugno. PODS 2002.
- Graph Indexing: Tree + Delta >= Graph P. Zhao, J. X. Yu, and P. S. Yu. VLDB 2007.
- Closure-Tree: An Index Structure for Graph Queries H. He and A. K. Singh. ICDE 2006.
- Answering pattern match queries in large graph databases via graph embedding
Lei Zou, Lei Chen, M. Tamer Özsu and Dongyan Zhao [graph-matching-vldbj2011]
- Chenghui Ren, Eric Lo, Ben Kao, Xinjie Zhu, Reynold Cheng: On Querying Historical Evolving Graph Sequences. PVLDB 4(11): 726-737 (2011)
evolving-graphs-vldb11.pdf
Provenance Applications: Reproducible Publications
- papers from challenge
Web Schema Matching and Integration
NoSQL Databases
- Intro to Hadoop (TBD)
- Automatic optimization for MapReduce programs. Eaman Jahani, Michael J. Cafarella, Christopher Ré. .PVLDB, 2011.
jahani-vldb2011.pdf
- Parallel data processing with MapReduce: a survey. Lee et al, SIGMOD Record 2011
- Scalable SQL and NoSQL Data Stores Rick Cattel, SIGMOD Record 2011. (overview of current data stores)
cattel-sigrec2011.pdf
- Pig latin: a not-so-foreign language for data processing.C Olston, B Reed, U Srivastava, R Kuma, A. Tomkins. SIGMOD 2008.
- PNUTS : Yahoo !’ s Hosted Data Serving Platform. Brian F Cooper, Raghu Ramakrishnan, Utkarsh Srivastava, Adam Silberstein, Philip Bohannon, Hans-arno Jacobsen, et al. in Proceedings of the VLDB Endowment (2008).
Additional suggested reading:
- SQL databases v. NoSQL databases. Michael Stonebraker, CACM 2010.
- NoSQL Databases. Christof Strauch. 2010.