05468cam a2200637Ii 4500 ocn960895608 OCoLC 20190328114817.0 m o d cr |n||||||||| 161018s2017 mau ob 001 0 eng d YDX eng pn YDX N$T IDEBK N$T UIU OPELS OCLCO OCLCF OCLCQ UPM OCLCQ MERUC OTZ OCLCQ COO U3W D6H EZ9 NAM WYU OCLCQ 961005890 962351707 962789928 963352210 1049769262 1066611523 9780128040942 (electronic bk.) 0128040947 (electronic bk.) 9780128040416 0128040416 (OCoLC)960895608 (OCoLC)961005890 (OCoLC)962351707 (OCoLC)962789928 (OCoLC)963352210 (OCoLC)1049769262 (OCoLC)1066611523 QA76.9.M3 COM 013000 bisacsh COM 014000 bisacsh COM 018000 bisacsh COM 067000 bisacsh COM 032000 bisacsh COM 037000 bisacsh COM 052000 bisacsh 004.068 23 Marinescu, Dan C. Complex systems and clouds : a self-organization and self-managenent perspective / [electronic resource] Dan C. Marinescu. Cambridge, Mass. : Morgan Kaufmann, 2017. 1 online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier Computer science reviews and trends Includes bibliographical references and index. Machine generated contents note: ch. 1 Complex Systems -- 1.1. The Thinking on Complex Systems Through the Centuries -- 1.2. The Many Facets of Complexity -- 1.3. Laws of Nature, Nondeterminism, and Complex Systems -- 1.4. Self-Similarity: Fractal Geometry -- 1.5. Power Law Distributions: Zipf's Law -- 1.6. Emergence, Nonlinearity, and Phase Transitions -- 1.7. Open Systems and the Environment -- 1.8. Self-Organization and Self-Organized Criticality -- 1.9. Cybernetics -- 1.10. Quantitative Characterization of Complexity: Entropy -- 1.11.Computational Irreducibility -- 1.12. The Interdisciplinary Nature of Complexity -- ch. 2 Nature-Inspired Algorithms and Systems -- 2.1. Cellular Automata -- 2.2. Epidemic Algorithms -- 2.3. Genetic Algorithms -- 2.4. Ant Colony Optimization -- 2.5. Swarm Intelligence -- 2.6. DNA Computing -- 2.7. Quantum Information Processing Systems -- 2.8. Membrane Computing -- 2.9. Can There Be a Deus Ex Machina in Computing? -- 2.10. Major Contributions and Further Readings. Note continued: ch. 3 Managing Complexity of Large-Scale Cyber-Physical Systems -- 3.1. Cyber-Physical Systems -- 3.2. System Composability and the Role of Software -- 3.3. Managing Complexity -- 3.4. Challenges Specific to Large-Scale Systems -- 3.5. Autonomic Computing -- 3.6. Scalable System Organization -- 3.7.Complex Networks -- 3.8. Virtualization by Aggregation: Coalition Formation -- 3.9. Cooperative Games for Coalition Formation -- 3.10. Cyber-Physical Systems and Their Self-Organization Saga -- 3.11. Self-Organization of Sensor Networks -- 3.12. Further Readings on Large-Scale Systems and Self-Organization -- ch. 4 Computer Clouds -- 4.1.A Down-to-Earth View of Clouds -- 4.2. Cloud Delivery Models -- 4.3. How Clouds Changed Our Thinking About Computing -- 4.4. Hierarchical Organization: Warehouse-Scale Computers -- 4.5. Energy Consumption, Elasticity, and Over-Provisioning -- 4.6. Cloud Resource Management Policies and Mechanisms -- 4.7. Cloud Resource Management Systems. Note continued: 4.8. Market Mechanisms for Cloud Resource Management -- 4.9. Cloud Federations and Server Coalitions -- 4.10. Auctions: Concepts, Rules, and Environments -- 4.11.Combinatorial Auctions: The Clock-Proxy Auction -- 4.12. Further Readings on Clouds and Cloud Resource Management -- ch. 5 Cloud Self-Organization and Big Data Applications -- 5.1. Big Data Applications in Science and Engineering -- 5.2.A Case Study: Tensor Network Contraction on AWS -- 5.3. Server Coalitions, Combinatorial Auctions, and Big Data -- 5.4. History-Based Rack-Level Coalition Formation -- 5.5.A Combinatorial Auction Protocol -- 5.6. Evaluation of Cloud Policies and Mechanisms -- 5.7. Hierarchical Control Versus Market Mechanisms -- 5.8. History-Based Versus Just-in-Time Coalitions -- 5.9. Analysis and Evaluation of the Proxy Phase -- 5.10. Software Organization for a Reservation System -- 5.11. An Integrated Strategy for Cloud Software Development. Computer systems Management. Cloud computing. COMPUTERS Computer Literacy. bisacsh COMPUTERS Computer Science. bisacsh COMPUTERS Data Processing. bisacsh COMPUTERS Hardware General. bisacsh COMPUTERS Information Technology. bisacsh COMPUTERS Machine Theory. bisacsh COMPUTERS Reference. bisacsh Cloud computing. fast (OCoLC)fst01745899 Computer systems Management. fast (OCoLC)fst00872655 Electronic books. Electronic book. Print version: 9780128040416 0128040416 (OCoLC)947816757 Computer science reviews and trends. ScienceDirect http://www.sciencedirect.com/science/book/9780128040416 247452 247452