Online Algorithms

图书简介

Online 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.

Preface; Acknowledgements; Part I. Overview of VLSI Design Flow: Chapter 1. Foundation; Chapter 2. Introduction to Integrated Circuits; Chapter 3. Pre-RTL Methodologies; Chapter 4. RTL to GDS Implementation Flow; Chapter 5. Verification Techniques; Chapter 6. Testing Techniques; Chapter 7. Post-GDS Processes; Part II. Logic Design: Chapter 8. Modeling Hardware using Verilog; Chapter 9. Simulation-based Verification; Chapter 10. RTL Synthesis; Chapter 11. Formal Verification; Chapter 12. Logic Optimization; Chapter 13. Technology Library; Chapter 14. Static Timing Analysis; Chapter 15. Constraints; Chapter 16. Technology Mapping; Chapter 17. Timing-driven Optimizations; Chapter 18. Power Analysis; Chapter 19. Power-driven Optimizations; Part III. Design for Testability (DFT): Chapter 20. Basics of DFT; Chapter 21. Scan Design; Chapter 22. Automatic Test Pattern Generation (ATPG); Chapter 23. Built-in Self-test (BIST); Part IV. Physical Design: Chapter 24. Basic Concepts for Physical Design; Chapter 25. Chip Planning; Chapter 26. Placement; Chapter 27. Clock Tree Synthesis (CTS); Chapter 28. Routing; Chapter 29. Physical Verification and Signoff; Chapter 30. Post-silicon Validation; Index.

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Online Algorithms 在线算法 计算机软件

Online Algorithms

在线算法
计算机软件