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Ghosh S. — Algorithm design for networked information technology systems
Ghosh S. — Algorithm design for networked information technology systems

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Название: Algorithm design for networked information technology systems

Автор: Ghosh S.

Аннотация:

This book presents a scientific theory of Networked information technology (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. Practitioners, professionals, and advanced students will find the book an authoritative resource for the design and analysis of NIT systems algorithms. 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


Язык: en

Рубрика: Технология/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2004

Количество страниц: 403

Добавлена в каталог: 17.02.2006

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
abstraction levels      xv 6 17 18 19
Abstraction levels, architectural level      17
Abstraction levels, control      17
Abstraction levels, exceptions      17
Abstraction levels, gate level      17
Abstraction levels, logic      17
Abstraction levels, register-transfer level      17
Abstraction levels, timing      17 18 19
Accuracy of simulation results      41 299
Accuracy of simulation results, spatial resolution, L34      144 299
Accuracy of simulation results, temporal resolution      134 299
Activity      3 20 21 29 34
Acyclic graphs      38 42 173 175
ADDM algorithms      xi 2 3 4 9 15 16 23 276
ADDM algorithms, accuracy      23 33 36 40 80 102 106 144 165
ADDM algorithms, canonical principles      16
ADDM algorithms, case studies      28 33
ADDM algorithms, characteristics      2 16
ADDM algorithms, complex timing relationships between events      275 276
ADDM algorithms, conceptual understanding      8 261
ADDM algorithms, correctness      13 16 23 275
ADDM algorithms, enormous potential      16
ADDM algorithms, flaws      261
ADDM algorithms, fundamental characteristics      16
ADDM algorithms, highest-level architecture      8 15
ADDM algorithms, inconsistencies      19 24 33 33 36
ADDM algorithms, large-scale systems      7 9 61 257 314
ADDM algorithms, maximize local computations      9 140
ADDM algorithms, meta intelligence      8 15 27
ADDM algorithms, minimize communication      9 140
ADDM algorithms, monitoring execution of      261
ADDM algorithms, nature of      15
ADDM algorithms, performance      9 15 16
ADDM algorithms, performance parameters      99 311
ADDM algorithms, progressing toward its objective      24
ADDM algorithms, proof of correctness      13 16 23 275
ADDM algorithms, proof of correctness, reduce human intervention      25
ADDM algorithms, resolution of time      18 19 23 101 134
ADDM algorithms, robustness      9 15 16 25
ADDM algorithms, robustness, resilient to natural and artificial disasters      25
ADDM algorithms, safety      23 70 71 137
ADDM algorithms, stability      9 15 27 127 327
ADDM algorithms, survival      8 136
ADDM algorithms, synthesis of      16 27 28 33
ADDM algorithms, synthesis of, formal methodology      289
ADDM algorithms, termination      13 24 91
ADDM algorithms, underlying intent      xvi 3
ADDM algorithms, universal time      18 19 115
Algorithm      1
Algorithm, behavior      3 15 16
Algorithm, control      1 4
Algorithm, coordinating      4
Algorithm, data-parallel      11 15 312
Algorithm, meta-level      4 27 31 352 358
Algorithm, scalable      9 13 15 25 26 106 255
Algorithm, synchronous-iterative      15 312
Algorithm, synthesis      16 27
Analytical      xv 134 225 233
Analytical, manipulation tools      xv 238
Analytical, models      35
Approaches      4
Approaches, bottom-up      3 4 28
Approaches, integrated bottom-up and top-down, 4      28
Approaches, top-down      4 28
Asynchronous      1
Asynchronous distributed algorithms      1
Asynchronous Transfer Mode (ATM) networks      16
Asynchronous, distributed simulation      xvi
Asynchronous, execution      170
Asynchronous, systems      1
Asynchronous, systems, accuracy      5 23
Asynchronous, systems, aperiodic      xv 2
Asynchronous, systems, autonomy      xv 6 28 71
Asynchronous, systems, chaotic, S      28
Asynchronous, systems, highly complex interdependencies      259
Asynchronous, systems, independence      xv 6 15
Asynchronous, systems, irregular      2 8 18 29
Asynchronous, systems, own sense of timing      xv 6
Asynchronous, systems, timed      13
Asynchronous, systems, unpredictable      2 6 35 69 136
Automated teller machine network      8 199
Autonomous      xviii 1 8
Autonomous agents      6 8
Autonomous decentralized computer control systems      12
Autonomous execution      1 2 6
Banking systems      see also "Payment processing" xi
Banking systems, central or reserve      101 102
Banking systems, centralized      101
Banking systems, check processing      191
Banking systems, collateral      101
Banking systems, credits      101
Banking systems, daylight overdraft system      102
Banking systems, debits      104
Banking systems, international      101
Banking systems, off-line      103
Banking systems, payee bank      104
Banking systems, payer bank      104
Banking systems, real-time processing      101 105 106
Banking systems, settlements      102 103
Banking systems, transaction processing      103
Banking systems, transactions      101
Banking systems, transactions, batch mode processing      101 102 103
Banking systems, U.S. Federal Reserve Banking system      101 102
Banking transactions as events      102 105 107
Battlefield simulation      260
behavior      3
Behavior, aggregate      3 107
Behavior, emergent      3
Behavior, entity      6 16
Behavior, high-level      27 28
Behavior, internal      27 28
Behavior, model      37 38
Behavior, resolution of      16
Behavior, specific      3
Broadband-ISDN (B-ISDN) networks      see "ATM networksÝ
Canonical principles      16
case studies      33
Case studies, ADDM algorithms      33 70 101 128 311
Catastrophic      9
Catastrophic failures      9 10 15 31 73
Catastrophic loss      8
Causality      46 107
Cause and effect      23 257
Cause and effect, universal law      23
centralized      xi
Centralized algorithms      xi 8 10
Centralized algorithms, catastrophic failure      10 15
Centralized algorithms, correct results      24
Centralized algorithms, multithreaded programming      33 259
Centralized algorithms, uniprocessor implementations deemed impractical      314
Centralized algorithms, vulnerability      15
Centralized, controller      12 34
Centralized, decision making      15 24
Centralized, reasoning      xiv xvii 8 13 23 276
Centralized, thinking      xvii 13
Civilization      28 352 371
Civilization, crossroad      371
Civilization, human aspirations and achievements      371
Civilization, human aspirations and achievements, abstract      371
Civilization, human aspirations and achievements, material      371
Civilization, progress      372
clock      xii 2 6 13
Clock, consistent in subsystems      2 6
Clock, drifts      xii 13
Clock, independent      2 17
Clock, phases      6
Clock, signal      6
Clock, synchronous      6
Clock, unique      17 19
Combinational design      35 44 277 363
Command and control      128 134
Command and control, centralized      128 134
Command and control, decentralized      128 134
Command and control, initiative      128 136
Command and control, military      128 134
Communication, asynchronous      8
Communication, between models      22
Communication, horizontal      142
Communication, links      142
Communication, vertical      141 142
Complex systems      xiii 16 33
Complex systems, formidable challenges      16 167 259
Complex systems, scalability      9 16
Comprehension      5 23
Comprehension, conceptual-level      8
Comprehension, detailed-level      260
Comprehension, high-level      27 147 260
Computational Intelligence      1 25 269 276 349
Computational load of behavior model      61 66
Computational task      10 16 100
Computational task, distributed among entities      16 100
Computer-aided design of digital systems      16 314
Computing engine      1 6 20 72
Concurrency      12 16 19 21
Concurrency, simultaneous occurrence      19
Concurrent execution      16 34 68
Congestion avoidance      73
Connection establishment      see "Communication between
Conservative nature      109 281
Control      xi 1
Control, central      30 128
Control, decentralized      12
Control, invisible      30
Control, underlying      xi 1
Coordination      2 30 135
correctness      13 23 25
Correctness issues      13 23 25 277
DATA      xi 1 9 10 11 12 22
Data dependency      34 37
Data-flow network      37 39
Deadlock      13 24 35
Deadlock detection      36
Deadlock, arising from presence of feedback loops      35
Deadlock, freedom from      33 37
Deadlocked      13 329
Deadlocked, avoidance      36
Deadlocked, awareness      xvii
Deadlocked, entire system      xvii
Debugging      258
Debugging, delays      259
Debugging, formidable challenge      259
Debugging, highly complex interdependencies      259
Debugging, races      259
Debugging, temporal dependencies      259
Debugging, timing races      259
Debugging, timing races, intermittent      259
Debugging, timing races, permanent      259
Debugging, visual display      259 260
Decentralized      164
Decentralized algorithms      140
Decentralized battlefield      134
Decentralized decision making      134
Decision making, consistent      24
Decision making, distributed      xi 1 11 15
Decision making, distributed, process information faster      290
Decision making, distributed, react quicker to dynamic changes in environment      290
Decision making, distributed, robustness      25
Decision making, distributed, scalability      9 15 16
Decision making, fast      131
Decision making, global optimal behavior      289
Decision making, initiative      128
Decision making, optimality elusive in distributed systems      11 12
Decision making, quality of      11
Decision making, resolution of      16
Decision making, sequence of      304
Decision-making algorithms      301
Decision-making algorithms, asynchronous      1
Decision-making algorithms, centralized      301
Decision-making algorithms, distributed      1
Decision-making algorithms, distributed, carrier manifold      290
Decision-making algorithms, distributed, Lagrangian      290
Decision-making algorithms, latency      12 24 25
Decision-making algorithms, latency, stemming from computational need      323
Decision-making algorithms, lookahead      71 72
Decision-making algorithms, perfect decision      see "Decisions"
Decision-making algorithms, quality      see "Perfect global optimization device (PGOD)"
Decision-making algorithms, synchronous distributed      xi
Decision-making algorithms, synthesis      15
Decisions      15
Decisions, compute      15
Decisions, distributed team decision      289
Decisions, execute      15
Decisions, independent      15
Decisions, local      15
Decisions, perfect decision vector      see "Perfect global optimization device (PGOD)"
Decisions, sequence of      304
Defense advanced research projects agency (DARPA)      16
Delay in decision making      303
Delay of an entity      17
Delay, asymmetric      36
Delay, communication      13 334
Delay, computational need      see "Decision-making algorithms"
Delay, high-to-low      38
Delay, low-to-high      38
Delay, processing      13
Delay, skew      5
Delay, unequal      5
Directed cyclic graph      170
Discarded events      47
Discrete-event simulation      33 36
Discrete-event simulation, uniprocessor-based      40
Display      see also "Visual display"
Display, computational task      261
Display, computational task, distributed among multiple workstations      261
Display, concurrent      269
Display, fast      262 271
Display, graphical      266
Display, network      261
display, resolution      262
Distributed algorithm      xi 1 2
Distributed algorithm, distributed nature      10 275
Distributed event-driven simulation      33 36
distributed systems      4 8
Electromagnetic radiation      7
Electromagnetic radiation, finite speed      7
Entity      16
Entity, , granularity      16
Entity, asynchronous behavior      16
Entity, asynchronous interaction      18
Entity, atomic at a given level of representation      17
Entity, autonomous      23
Entity, basic decision-making unit      16
Entity, behavior      17
Entity, behavior, known only to itself      17
Entity, behavior, unique      17
Entity, communication among entities      16
Entity, complexity of communications      16
Entity, computing engine      20
Entity, concept      17
Entity, concurrent execution      16
Entity, definition      16
Entity, existence      17
Entity, fixed      see stationary
Entity, independent      16
Entity, intelligence      25
Entity, interaction with other entities      22
Entity, mobile      71
Entity, natural      16
Entity, natural, correspond to actual elements of system      16
Entity, nature      17
1 2 3
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