A case for dynamic view management
ACM Transactions on Database Systems (TODS)
Materialized View Selection for Multidimensional Datasets
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
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Workflow records are naturally depicted using a graph model in which service points are denoted as nodes in the graph and edges portray the flow of processing. In this paper we consider the problem of enabling aggregation queries over large-scale graph datasets consisting of millions of workflow records. We discuss how to decompose complex, ad-hoc aggregations on graph workflow records into smaller, independent computations via proper query rewriting. Our framework allows reuse of precomputed materialized query views during query evaluation and, thus, enables view selection decisions that are of immense value in optimizing heavy analytical workloads.