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OverviewOnline algorithms are a rich area of research with widespread applications in scheduling, combinatorial optimization, and resource allocation problems. This lucid textbook provides an easy but rigorous introduction to online algorithms for graduate and senior undergraduate students. In-depth coverage of most of the important topics is presented with special emphasis on elegant analysis. The book starts with classical online paradigms like the ski-rental, paging, list-accessing, bin packing, where performance of online algorithms is studied under the worst-case input and moves on to newer paradigms like 'beyond worst case', where online algorithms are augmented with predictions using machine learning algorithms. The book goes on to cover multiple applied problems such as routing in communication networks, server provisioning in cloud systems, communication with energy harvested from renewable sources, and sub-modular partitioning. Finally, a wide range of solved examples and practice exercises are included, allowing hands-on exposure to the concepts. Full Product DetailsAuthor: Rahul Vaze (Tata Institute of Fundamental Research, Mumbai, India)Publisher: Cambridge University Press Imprint: Cambridge University Press Dimensions: Width: 18.30cm , Height: 2.30cm , Length: 23.70cm Weight: 0.710kg ISBN: 9781009349185ISBN 10: 100934918 Pages: 575 Publication Date: 16 November 2023 Audience: General/trade , General Format: Paperback Publisher's Status: Active Availability: Manufactured on demand ![]() We will order this item for you from a manufactured on demand supplier. Table of ContentsReviewsAuthor InformationTab Content 6Author Website:Countries AvailableAll regions |