Parametric query optimization (PQO) deals with the problem of finding and reusing a relatively small number of plans that can achieve good plan quality across multiple instances of a parameterized query. An ideal solution to PQO would process query instances “online” and ensure (a) tight, bounded cost sub-optimality for each instance, (b) low optimization overheads, and (c) only a small number of plans need to be stored. Existing solutions to online PQO however, fall short on at least one of the above metrics. We propose a plan re-costing based approach that enables us to perform well on all three metrics. We empirically show the effectiveness of our technique on industry benchmark and real-world query workloads with our modified version of the Microsoft SQL Server query optimizer.<\/p>\n","protected":false},"excerpt":{"rendered":"
Parametric query optimization (PQO) deals with the problem of finding and reusing a relatively small number of plans that can achieve good plan quality across multiple instances of a parameterized query. An ideal solution to PQO would process query instances “online” and ensure (a) tight, bounded cost sub-optimality for each instance, (b) low optimization overheads, […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13563],"msr-publication-type":[193716],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-378605","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-data-platform-analytics","msr-locale-en_us"],"msr_publishername":"ACM","msr_edition":"International Conference on Management of Data 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