메뉴 건너뛰기




Volumn 41, Issue 1 SPEC. ISS., 2013, Pages 93-103

Root cause detection in a service-oriented architecture

Author keywords

Anomaly correlation; Call graph; Monitoring; Service oriented architecture

Indexed keywords

ANOMALY CORRELATIONS; CALL GRAPHS; DOMAIN KNOWLEDGE; MULTIPLE DATA; MULTIPLE MACHINE; ON-LINE SOCIAL NETWORKS; PRODUCTION OUTAGES; STATE-OF-THE-ART METHODS;

EID: 84880232370     PISSN: 01635999     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2494232.2465753     Document Type: Conference Paper
Times cited : (134)

References (38)
  • 1
    • 85092755815 scopus 로고    scopus 로고
    • Machine learning approaches to network anomaly detection
    • T. Ahmed, B. Oreshkin, and M. Coates. Machine Learning Approaches to Network Anomaly Detection. In SysML, 2007.
    • (2007) SysML
    • Ahmed, T.1    Oreshkin, B.2    Coates, M.3
  • 2
    • 79951741794 scopus 로고    scopus 로고
    • DIAMOND: Correlation-based anomaly monitoring daemon for DIME
    • A. Arefin, K. Nahrstedt, R. Rivas, J. Han, and Z. Huang. DIAMOND: Correlation-Based Anomaly Monitoring Daemon for DIME. In ISM, 2010.
    • (2010) ISM
    • Arefin, A.1    Nahrstedt, K.2    Rivas, R.3    Han, J.4    Huang, Z.5
  • 4
    • 0028375730 scopus 로고
    • Alarm correlation and fault identification in communication networks
    • A. T. Bouloutas, S. Calo, and A. Finkel. Alarm Correlation and Fault Identification in Communication Networks. TCOM, 42(2-4):523-533, 1994.
    • (1994) TCOM , vol.42 , Issue.2-4 , pp. 523-533
    • Bouloutas, A.T.1    Calo, S.2    Finkel, A.3
  • 5
    • 68049121093 scopus 로고    scopus 로고
    • Anomaly detection: A survey
    • V. Chandola, A. Banerjee, and V. Kumar. Anomaly Detection: A Survey. CSUR, 41(3):15:1-15:58, 2009.
    • (2009) CSUR , vol.41 , Issue.3 , pp. 151-1558
    • Chandola, V.1    Banerjee, A.2    Kumar, V.3
  • 6
    • 1942526174 scopus 로고    scopus 로고
    • An automated fault diagnosis system using hierarchical reasoning and alarm correlation
    • C. S. Chao, D. L. Yang, and A. C. Liu. An Automated Fault Diagnosis System Using Hierarchical Reasoning and Alarm Correlation. JNSM, 9(2):183-202, 2001.
    • (2001) JNSM , vol.9 , Issue.2 , pp. 183-202
    • Chao, C.S.1    Yang, D.L.2    Liu, A.C.3
  • 8
    • 73349094671 scopus 로고    scopus 로고
    • Automated anomaly detection and performance modeling of enterprise applications
    • L. Cherkasova, K. Ozonat, N. Mi, J. Symons, and E. Smirni. Automated Anomaly Detection and Performance Modeling of Enterprise Applications. TOCS, 27(3):6:1-6:32, 2009.
    • (2009) TOCS , vol.27 , Issue.3 , pp. 61-632
    • Cherkasova, L.1    Ozonat, K.2    Mi, N.3    Symons, J.4    Smirni, E.5
  • 9
    • 77954749278 scopus 로고    scopus 로고
    • Data stream anomaly detection through principal subspace tracking
    • P. H. dos Santos Teixeira and R. L. Milidiú. Data stream anomaly detection through principal subspace tracking. In SAC, 2010.
    • (2010) SAC
    • Dos Santos Teixeira, P.H.1    Milidiú, R.L.2
  • 10
    • 3242708140 scopus 로고    scopus 로고
    • The least angle regression algorithm for solving the lasso
    • B. Efron, I. Johnstone, T. Hastie, and R. Tibshirani. The Least Angle Regression Algorithm for Solving the Lasso. Annals of Statistics, 32(2):407-451, 2004.
    • (2004) Annals of Statistics , vol.32 , Issue.2 , pp. 407-451
    • Efron, B.1    Johnstone, I.2    Hastie, T.3    Tibshirani, R.4
  • 11
    • 70350239861 scopus 로고    scopus 로고
    • Modeling probabilistic measurement correlations for problem determination in large-scale distributed systems
    • J. Gao, G. Jiang, H. Chen, and J. Han. Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems. In ICDCS, 2009.
    • (2009) ICDCS
    • Gao, J.1    Jiang, G.2    Chen, H.3    Han, J.4
  • 12
    • 84864355819 scopus 로고    scopus 로고
    • Sensing and decision-making in random search
    • A. M. Hein and S. A. Mckinley. Sensing and Decision-making in Random Search. PNAS, 109(30):12070-12074, 2012.
    • (2012) PNAS , vol.109 , Issue.30 , pp. 12070-12074
    • Hein, A.M.1    McKinley, S.A.2
  • 13
    • 84867130883 scopus 로고    scopus 로고
    • Learning the dependence graph of time series with latent factors
    • A. Jalali and S. Sanghavi. Learning the Dependence Graph of Time Series with Latent Factors. In ICML, 2012.
    • (2012) ICML
    • Jalali, A.1    Sanghavi, S.2
  • 14
    • 80053438862 scopus 로고    scopus 로고
    • Scaling personalized web search
    • G. Jeh and J. Widom. Scaling Personalized Web Search. In WWW, 2003.
    • (2003) WWW
    • Jeh, G.1    Widom, J.2
  • 15
    • 79951625615 scopus 로고    scopus 로고
    • Dependency-aware fault diagnosis with metric-correlation models in enterprise software systems
    • M. Jiang, M. A. Munawar, T. Reidemeister, and P. A. S. Ward. Dependency-aware Fault Diagnosis with Metric-correlation Models in Enterprise software systems. In CNSM, 2010.
    • (2010) CNSM
    • Jiang, M.1    Munawar, M.A.2    Reidemeister, T.3    Ward, P.A.S.4
  • 16
    • 80052677632 scopus 로고    scopus 로고
    • Anomaly localization for network data streams with graph joint sparse PCA
    • R. Jiang, H. Fei, and J. Huan. Anomaly Localization for Network Data Streams with Graph Joint Sparse PCA. In KDD, 2011.
    • (2011) KDD
    • Jiang, R.1    Fei, H.2    Huan, J.3
  • 18
    • 84866493206 scopus 로고    scopus 로고
    • DustMiner: Troubleshooting interactive complexity bugs in sensor networks
    • M. Khan, H. K. Le, H. Ahmadi, T. Abdelzaher, and J. Han. DustMiner: Troubleshooting Interactive Complexity Bugs in Sensor Networks. In Sensys, 2008.
    • (2008) Sensys
    • Khan, M.1    Le, H.K.2    Ahmadi, H.3    Abdelzaher, T.4    Han, J.5
  • 19
    • 84873171258 scopus 로고    scopus 로고
    • Kafka: A distributed messaging system for log processing
    • J. Kreps, N. Narkhede, and J. Rao. Kafka: A Distributed Messaging System for Log Processing. In NetDB, 2011.
    • (2011) NetDB
    • Kreps, J.1    Narkhede, N.2    Rao, J.3
  • 20
    • 18744398132 scopus 로고    scopus 로고
    • The link prediction problem for social networks
    • D. Liben-Nowell and J. Kleinberg. The link prediction problem for social networks. In CIKM, pages 556-559, 2003.
    • (2003) CIKM , pp. 556-559
    • Liben-Nowell, D.1    Kleinberg, J.2
  • 21
    • 84880212295 scopus 로고    scopus 로고
    • A distributed data streaming algorithm for network-wide traffic anomaly detection
    • Y. Liu, L. Zhang, and Y. Guan. A Distributed Data Streaming Algorithm for Network-wide Traffic Anomaly Detection. In SIGMETRICS, 2009.
    • (2009) SIGMETRICS
    • Liu, Y.1    Zhang, L.2    Guan, Y.3
  • 23
    • 67649875041 scopus 로고    scopus 로고
    • Automatic failure diagnosis support in distributed large-scale software systems based on timing behavior anomaly correlation
    • N. Marwede, M. Rohr, A. V. Hoorn, and W. Hasselbring. Automatic Failure Diagnosis Support in Distributed Large-Scale Software Systems Based on Timing Behavior Anomaly Correlation. In CSMR, 2009.
    • (2009) CSMR
    • Marwede, N.1    Rohr, M.2    Hoorn, A.V.3    Hasselbring, W.4
  • 25
    • 34249080831 scopus 로고    scopus 로고
    • Service oriented architectures: Approaches, technologies and research issues
    • July
    • M. P. Papazoglou and W.-J. Heuvel. Service Oriented Architectures: Approaches, Technologies and Research Issues. The VLDB Journal, 16(3):389-415, July 2007.
    • (2007) The VLDB Journal , vol.16 , Issue.3 , pp. 389-415
    • Papazoglou, M.P.1    Heuvel, W.-J.2
  • 26
    • 77954025800 scopus 로고    scopus 로고
    • Sensor faults: Detection methods and prevalence in real-world datasets
    • A. B. Sharma, L. Golubchik, and R. Govindan. Sensor Faults: Detection Methods and Prevalence in Real-World Datasets. TOSN, 6(3):23:1-23:39, 2010.
    • (2010) TOSN , vol.6 , Issue.3 , pp. 231-2339
    • Sharma, A.B.1    Golubchik, L.2    Govindan, R.3
  • 27
    • 4444380999 scopus 로고    scopus 로고
    • A survey of fault localization techniques in computer networks
    • M. Steinder and A. S. Sethi. A Survey of Fault Localization Techniques in Computer Networks. Science of Computer Programming, 53(2):165-194, 2004.
    • (2004) Science of Computer Programming , vol.53 , Issue.2 , pp. 165-194
    • Steinder, M.1    Sethi, A.S.2
  • 28
    • 84881083375 scopus 로고    scopus 로고
    • Fast anomaly detection for streaming data
    • S. C. Tan, K. M. Ting, and T. F. Liu. Fast Anomaly Detection for Streaming Data. In IJCAI, 2011.
    • (2011) IJCAI
    • Tan, S.C.1    Ting, K.M.2    Liu, T.F.3
  • 29
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • R. Tibshirani. Regression Shrinkage and Selection via the Lasso. J. Royal. Stats. Soc B., 58(1):267-288, 1996.
    • (1996) J. Royal. Stats. Soc B. , vol.58 , Issue.1 , pp. 267-288
    • Tibshirani, R.1
  • 31
    • 79960190143 scopus 로고    scopus 로고
    • A flexible architecture integrating monitoring and analytics for managing large-scale data centers
    • C. Wang, K. Schwan, V. Talwar, G. Eisenhauer, L. Hu, and M. Wolf. A Flexible Architecture Integrating Monitoring and Analytics for Managing Large-Scale Data Centers. In ICAC, 2011.
    • (2011) ICAC
    • Wang, C.1    Schwan, K.2    Talwar, V.3    Eisenhauer, G.4    Hu, L.5    Wolf, M.6
  • 33
    • 4544264847 scopus 로고    scopus 로고
    • Weighted PageRank algorithm
    • W. Xing and A. Ghorbani. Weighted PageRank Algorithm. In CNSR, 2004.
    • (2004) CNSR
    • Xing, W.1    Ghorbani, A.2
  • 34
    • 84863134807 scopus 로고    scopus 로고
    • Direct robust matrix factorization for anomaly detection
    • L. Xiong, X. Chen, and J. Schneider. Direct Robust Matrix Factorization for Anomaly Detection. In ICDM, 2011.
    • (2011) ICDM
    • Xiong, L.1    Chen, X.2    Schneider, J.3
  • 35
  • 37
    • 84861052085 scopus 로고    scopus 로고
    • Progress in root cause and fault propagation analysis of large-scale industrial processes
    • F. Yang and D. Xiao. Progress in Root Cause and Fault Propagation Analysis of Large-Scale Industrial Processes. Journal of Control Science and Engineering, 2012:1-10, 2012.
    • (2012) Journal of Control Science and Engineering , vol.2012 , pp. 1-10
    • Yang, F.1    Xiao, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.