Parallel database systems: the future of high performance database systems
Communications of the ACM
Query evaluation techniques for large databases
ACM Computing Surveys (CSUR)
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
The Data Warehouse Toolkit: The Complete Guide to Dimensional Modeling
GAMMA - A High Performance Dataflow Database Machine
VLDB '86 Proceedings of the 12th International Conference on Very Large Data Bases
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
Dryad: distributed data-parallel programs from sequential building blocks
Proceedings of the 2nd ACM SIGOPS/EuroSys European Conference on Computer Systems 2007
SPADE: the system s declarative stream processing engine
Proceedings of the 2008 ACM SIGMOD international conference on Management of data
Nephele: efficient parallel data processing in the cloud
Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers
Proceedings of the ACM twelfth international workshop on Data warehousing and OLAP
Flow-Based Programming, 2nd Edition: A New Approach to Application Development
Flow-Based Programming, 2nd Edition: A New Approach to Application Development
Proceedings of the 21st ACM international conference on Information and knowledge management
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The CoOperating System - a parallel and distributed enterprise computing platform based on dataflow - is applied to the management of Type 2 slowly changing dimensions. Five different solutions, using merge join, hybrid hash join, lookup files, SQL, and stored procedures are implemented and evaluated. Solutions to important but often neglected aspects of such systems, such as auditing and error handling are also described. The solutions are evaluated based on scalability and performance and are found to scale up to the limits of the platform.