Efficiently updating materialized views
SIGMOD '86 Proceedings of the 1986 ACM SIGMOD international conference on Management of data
R* optimizer validation and performance evaluation for local queries
SIGMOD '86 Proceedings of the 1986 ACM SIGMOD international conference on Management of data
ACM Transactions on Database Systems (TODS)
View maintenance in a warehousing environment
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Algorithms for deferred view maintenance
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Efficient view maintenance at data warehouses
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Cost-based query scrambling for initial delays
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
An adaptive query execution system for data integration
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Shrinking the warehouse update Window
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
How to roll a join: asynchronous incremental view maintenance
SIGMOD '00 Proceedings of the 2000 ACM SIGMOD international conference on Management of data
The state of the art in distributed query processing
ACM Computing Surveys (CSUR)
DyDa: data warehouse maintenance in fully concurrent environments
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
The Strobe algorithms for multi-source warehouse consistency
DIS '96 Proceedings of the fourth international conference on on Parallel and distributed information systems
Efficient incremental view maintenance in data warehouses
Proceedings of the tenth international conference on Information and knowledge management
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
Access path selection in a relational database management system
SIGMOD '79 Proceedings of the 1979 ACM SIGMOD international conference on Management of data
Batch data warehouse maintenance in dynamic environments
Proceedings of the eleventh international conference on Information and knowledge management
On the Complexity of Distributed Query Optimization
IEEE Transactions on Knowledge and Data Engineering
Optimizing Queries Across Diverse Data Sources
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Mariposa: a wide-area distributed database system
The VLDB Journal — The International Journal on Very Large Data Bases
Developing Cost Models with Qualitative Variables for Dynamic Multidatabase Environments
ICDE '00 Proceedings of the 16th International Conference on Data Engineering
Multiversion-based view maintenance over distributed data sources
ACM Transactions on Database Systems (TODS)
Asymmetric Batch Incremental View Maintenance
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Cost-Driven General Join View Maintenance over Distributed Data Sources
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
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Materialized views defined over distributed data sources are critical for many applications to ensure efficient access, reliable performance, and high availability. Materialized views need to be maintained upon source updates since stale view extents may not serve well or may even mislead user applications. Thus, view maintenance performance is one of the keys to the success of these applications. In this work, we investigate two maintenance strategies, extended batching and view graph transformation, for maintaining general join views where join conditions may exist between any pairs of data sources possibly with cycles. Many choices are available for maintaining cyclic join views. We thus propose a cost-driven view maintenance framework which generates optimized maintenance plans tuned to the environmental settings. The proposed framework has been implemented in the TxnWrap system. Experimental studies illustrate that our proposed optimization techniques significantly improve the view maintenance performance in a distributed environment.