Algorithm Design for Networked Information Technology Systems

• Κύριος συγγραφέας: Ghosh, Sumit (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2004.
• Θέματα: Computer science.; Programming languages (Electronic computers).; Operating systems (Computers).; Algorithms.; Computer Science.; Operating Systems.; Programming Languages, Compilers, Interpreters.; Algorithm Analysis and Problem Complexity.

  Networked information technology (NIT) systems are synonymous with network-centric or net-centric systems and constitute the cornerstone of the fast approaching information age. To date, however, the design and development of NIT systems have been ad hoc and have suffered from a dearth of supporting scientific and theoretical principles. Algorithm Design for Networked Information Technology Systems presents a scientific theory of NIT systems and logically develops the fundamental principles to help synthesize control and coordination algorithms for these systems. The algorithms described are asynchronous, distributed decision-making (ADDM) algorithms, and their characteristics include correct operation, robustness, reliability, scalability, stability, survivability, and performance. The book explains through case studies the conception, development, experimental testing, validation, and rigorous performance analysis of practical ADDM algorithms for real-world systems from a number of diverse disciplines. Topics and features: Develops a logical and practical approach to synthesizing ADDM algorithms for NIT systems Utilizes a scientific method to address the design & testing of NIT systems Incorporates case studies to clearly convey principles and real-world applications Provides a full context for engineers who design, build, deploy, maintain, and refine network-centric systems spanning many human activities Offers background on core principles underlying the nature of network-centric systems NIT systems are critical to new information systems and network- or web-connected control systems in all types of organizations. This new monograph is the first to systematically derive a conceptual foundation for NIT systems and fully present an integrated view of the requisite control and coordination (ADDM) algorithms. Practitioners, professionals, and advanced students will find the book an authoritative resource for the design and analysis of NIT systems algorithms. 

 The Nature, Fundamental Characteristics, and Philosophical Implications of ADDM Algorithms -- Case Studies: Synthesis of ADDM Algorithms for Real-World Systems -- Debugging Network-Centric Systems -- Proofs of Correctness of ADDM Algorithms -- A Mathematical Framework for Synthesizing ADDM Algorithms -- Performance Analysis of ADDM Algorithms -- Stability of ADDM Algorithms -- The Need and Art of Interdisciplinary Thinking -- The Future of ADDM Algorithms.