{"id":317402,"date":"2016-11-07T12:31:19","date_gmt":"2016-11-07T20:31:19","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=317402"},"modified":"2018-10-16T20:08:26","modified_gmt":"2018-10-17T03:08:26","slug":"thinking-ahead-continual-computation-policies-allocating-idle-real-time-resources-solve-future-challenges","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/thinking-ahead-continual-computation-policies-allocating-idle-real-time-resources-solve-future-challenges\/","title":{"rendered":"Thinking Ahead: Continual Computation Policies for Allocating Idle and Real-Time Resources to Solve Future Challenges"},"content":{"rendered":"<p>Research on continual computation centers on developing precomputation policies that can effectively harness available resources to solve future challenges. We focus on integrating a consideration of offline and real-time resources in continual computation. We review precomputation policies for flexible procedures and present strategies that account for the expected future real-time refinement of a result following precomputation. Finally, we address policies that consider the tradeoff between the efficiency of solving current and potential future challenges.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research on continual computation centers on developing precomputation policies that can effectively harness available resources to solve future challenges. We focus on integrating a consideration of offline and real-time resources in continual computation. We review precomputation policies for flexible procedures and present strategies that account for the expected future real-time refinement of a result following [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"Proceedings of IJCAI '99, Sixteenth Joint Conference on Artificial Intelligence, Stockholm, Sweden","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"","msr_pages_string":"1280-1286","msr_page_range_start":"1280","msr_page_range_end":"1286","msr_series":"","msr_volume":"","msr_copyright":"","msr_conference_name":"Proceedings of IJCAI '99, Sixteenth Joint Conference on Artificial Intelligence, Stockholm, 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