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References
Aliferis CF, Cooper GF (1996) A Structurally and Temporally Extended Bayesian Belief Network Model: Definitions, Properties, and Modeling Techniques, In: Proc 12th Conf on Uncertainty in Artificial Intelligence, Morgan Kaufmann, pp 28-39
ANSI (1994) T1.215 OAM&P — Fault Management Messages for Interface be-tween Operations Systems and Network Elements
Bouloutas AT, Calo SB, Finkel A, Katzela I (1995) Distributed Fault Identification in Telecommunication Networks, J of Network and Systems Management 3 (3): 295-312
Basye K, Dean T, Vitter SJ (1997) Coping with Uncertainty in Map Learning. Ma- chine Learning 29 (1): 65-88
Bouloutas A, Hart G, Schwartz, M (1992) Simple Finite-State Detectors for Com-munication Networks. IEEE Trans Communications 40 (3): 477-479
Buntine W (1996) Graphical Models for Discovering Knowledge. In: Advances in Knowledge Discovery and Data Mining, ACM, pp 59-82
Burnell L, Horvitz E (1995) Structure and Chance: Melding Logic and Probability for Software Debugging. Comm ACM 38 (3): 31-41
Chao CS, Yang DL, Liu AC (2001) An Automated Fault Diagnosis System us-ing Hierarchical Reasoning and Alarm Correlation. J of Network and Systems Management 9 (2): 183-202
Chen R, Sivakumar K, Kargupta H (2001) Distributed Web Mining Using Bayesian Networks from Multiple Data Streams. In: Proc IEEE Int Conf on Data Mining, pp 75-82
Cooper G (1990) Computational Complexity of Probabilistic Inference using Bayesian Belief Networks. Artificial Intelligence 42: 393-405
Deng RH, Lazar AA, Wang W (1993) A Probabilistic Approach to Fault Diagnosis in Linear Lightwave Networks, IEEE J on Selected Areas in Communications 11 (9): 1438-1448
Ding JG, Kr ämer BJ, Bai YC, Chen HS (2004) Probabilistic Inference for Network Management. Universal Multiservice Networks, LNCS 3262, Springer, pp 498-507
Ding JG, Kr ämer BJ, Bai YC, Chen HS (2004) An Inference Algorithm for Proba-bilistic Fault Management in Distributed Systems. In: Proc IFIP Int Conf on Net-work Control and Engineering for QoS, Security and Mobility, Springer, pp 193-204
Ding JG, Kr ämer BJ, Xu SH, Chen HS, Bai YC (2004) Predictive Fault Manage-ment in the Dynamic Environment of IP Networks. In: Proc IEEE Int Workshop on IP Operations & Management, pp 233-239
Ding JG, Zhang J, Bai YC, Chen HS (2004) One Backward Inference Algorithm in Bayesian Networks. In: Proc 5th Int Conf Parallel and Distributed Computing: Applications and Technologies, LNCS 3320, Springer, pp 72-75
Dupuy A, Schwartz J, Yemini Y, Barzilai G, Cahana A (1989) Network Fault Man-agement: A User ’s View. In: Integrated Network Management I, North-Holland, Amsterdam, pp 101-107
De Franceschi ASM, Kormann LF, Westphall CB (1996) Performance Evaluation for Proactive Network Management. In: Proc IEEE ICC, pp 22-26
Frontini M, Griffin J, Towers S (1991) A Knowledge-based System for Fault Local-ization in Wide Area Networks. In: Integrated Network Management II, North-Holland, Amsterdam, pp 519-530
Gao J, Kar G, Kermani P (2004) Approaches to Building Self Healing Systems using Dependency Analysis. In: Proc IEEE/IFIP Network Operations and Man-agement Symp, pp 119-132
Gupta M, Neogi A, Agarwal MK, Kar G (2003) Discovering Dynamic Depen-dencies in Enterprise Environments for Problem Determination. In: Proc 14th IEEE/IFIP Int Workshop on Distributed Systems Operations and Management, LNCS 2867, Springer, pp 221-233
Hasselmeyer P (2001) Managing Dynamic Service Dependencies. In: Proc 12th Int Workshop on Distributed Systems: Operations & Management, INRIA Press, pp 141-150
Heckerman D, Breese J, Rommelse K (1995) Decision-theoretic Troubleshooting. Comm ACM 38: 49-57
Heckerman D, Mamdani A, Wellman M (1995) Real-world Applications of Bayesian Networks. Comm ACM 38 (3): 24-26
Heckerman D, Wellman MP (1995) Bayesian Networks, Comm ACM 38 (3): 27-30
Hong P, Sen P (1991) Incorporating Non-deterministic Reasoning in Manag- ing Heterogeneous Network Faults. Integrated Network Management II, North- Holland, Amsterdam, pp 481-492
Hood C, Ji C (1997) Proactive Network Fault Detection. IEEE Trans Reliability 46 (3): 333-341
Houck K, Calo S, Finkel A (1995) Towards a Practical Alarm Correlation System. In: Sethi AS, Faure-Vincent F, Raynaud Y (eds), Integrated Network Management IV, Chapman and Hall, London, pp 226-237
Jensen FV (1996) An Introduction to Bayesian Networks. Springer, New York
Joseph C, Kindrick J, Muralidhar K, Toth-Fejel T (1989) MAP Fault Management Expert System. In: Meandzija B, Westcott J (eds), Integrated Network Manage-ment I, North-Holland, Amsterdam, pp 627-636
K ätker S, Geihs K (1997) A Generic Model for Fault Isolation in Integrated Man-agement System. J of Network and Systems Management 5 (2): 109-130
Katzela I, Bouloutas AT, Calo SB (1995) Centralized versus Distributed Fault Lo-calization. In: Integrated Network Management IV, Chapman and Hall, London, pp 250-263
Katzela I, Schwarz M (1995) Schemes for Fault Identification in Communication Networks. IEEE/ACM Trans Networking 3: 753-764
Keller A, Blumenthal U, Kar G (2000) Classification and Computation of Depen-dencies for Distributed Management. In: Proc 5th IEEE Symp on Computers and Communications, pp 78-83
Kirsch H, Kroschel K (1994) Applying Bayesian Networks to Fault Diagnosis. In: Proc 3rd IEEE Conf on Control Applications, IEEE Computer Society Press, pp 895-900
Klinger S, Yemini SA, Yemini Y, Oshie, D, Stolfo S (1995) A Coding Approach to Event Correlation. In: Proc 4th IEEE/IFIP Int Symp on Integrated Network Management, IEEE Computer Society Press, pp 266-277
Kl ösgen W (1996) Knowledge Discovery in Database Terminology, Advances in Knowledge Discovery and Data Mining, AAAI/MIT Press, pp 573-592
Kim JH, Pearl J (1983) A Computational Model for Combined Causal and Diag-nostic Reasoning in Inference Systems. In: Proc 8th Int Joint Conf on Artificial Intelligence, William Kaufmann, pp 190-193
Koch FL, Westphall CB (2001) Decentralized Network Management Using Dis-tributed Artificial Intelligence. J of Network and Systems Management 9 (4): 291-313
Lauritzen SL, Spiegelhalter DJ (1998) Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems. J of the Royal Statistical Society, Series B 50: 157-224
Lewis L (1993) A Case-based Reasoning Approach to the Resolution of Faults in Communication Networks. In: Integrated Network Management, III, Elsevier Science, Amsterdam, pp 671-682
Lo C, Chen SH, Lin B (2000) Coding-based Schemes for Fault Identification in Communication Networks, J of Network and Systems Management 10 (3): 157-164
Matsumoto M, Kurita Y (1992) Twisted GFSR Generators. ACM Trans Modeling and Computer Simulation 2: 179-194
Matsumoto M, Kurita Y (1994) Twisted GFSR Generators II. ACM Trans Model- ing and Computer Simulation, pp 254-266
Neal RM (1993) Probabilistic Inference Using Markov Chain Monte Carlo Meth-ods. Tech Rep CRG-TR93-1, University of Toronto, Department of Computer Science
Nikovski D (2000) Constructing Bayesian Networks for Medical Diagnosis from Incomplete and Partially Correct Statistics, IEEE Trans Knowledge and Data En-gineering 12 (4): 509-516
Nygate YA (1995) Event Correlation Using Rule and Object Based Techniques. In: Proc IFIP/IEEE Int Symp on Integrated Network Management IV, 278-289
Pearl J (1986) A Constraint-propagation Approach to Probabilistic Reasoning. In: Uncertainty in Artificial Intelligence. North-Holland, Amsterdam, pp 357-369
Pearl J (1988) Probabilistic Reasoning in Intelligent Systems: Networks of Plausi-ble Inference. Morgan Kaufmann
Pearl J (2000) Causality: Models, Reasoning, and Inference, Cambridge Univer- sity Press
Rouvellou I, Hart GW (1995) Automatic Alarm Correlation for Fault Identifica-tion. In: Proc IEEE INFOCOM95, pp 553-561
Santos Jr. ES, Young JD (1999) Probabilistic Temporal Networks: A Unified Framework for Reasoning with Time and Uncertainty, Int J of Approximate Rea-soning 20 (3): 263-291
Schow PH (1996) The Alarm Information Base: A Repository for Enterprise Man-agement. In: Proc 2nd IEEE Int Workshop on Systems Management, IEEE Com-puter Society Press, pp 142-147
Sebe N, Cohen I, Huang TS, Gevers T (2004) Skin Detection: A Bayesian Network Approach. In: Proc 17th Int Conf. on Pattern Recognition, vol 2, IEEE Computer Society Press, pp 903-906
Shafer G, Pearl J (1990) Readings in Uncertain Reasoning. Morgan Kaufmann
Singhal A, Jiebo L, Brown C (2000) A Multilevel Bayesian Network Approach to Image Sensor Fusion. In: Proc 3rd IEEE Int Conf on Information Fusion, vol 2, pp 9-16
Steinder M, Sethi AS (2001) Non-deterministic Diagnosis of End-to-end Service Failures in a Multi-layer Communication System. In: Proc ICCCN, pp 374-379
Studwell TW (2003) Orchestrating Self-managing Systems for Autonomic Com-puting: The Role of Standards. In: Proc 14th IEEE/IFIP Int Workshop on Distrib-uted Systems Operations and Management, LNCS 2867, Springer, pp 1-2
Wang C, Schwartz M (1993) Identification of Faulty Links in Dynamic-routed Networks. IEEE J on Selected Areas in Communications 11 (9): 1449-1460
Wang Z (1989) Model of Network Faults. In: Meandzija B, Westcott J (eds), Inte-grated Network Management I, North-Holland, Amsterdam, pp 345-352
Wiegerinck WAJJ, Kappen HJ, Nijman MJ, Ter Braak EWMT, Ter Burg WJP (1999) Approximate Inference for Medical Diagnosis. Pattern Recognition Letters 20: 1231-1239
Yemini SA, Klinger S, Mozes E, Yemini Y, Ohsie D (1996) High Speed and Robust Event Correlation. IEEE Communications Magazine 34 (5): 82-90
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Ding, J. (2007). Probabilistic Management of Distributed Systems. In: Krämer, B.J., Halang, W.A. (eds) Contributions to Ubiquitous Computing. Studies in Computational Intelligence, vol 42. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-44910-2_11
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