Fuzzy Control
Pinpoint: Problem Determination in Large, Dynamic Internet Services
DSN '02 Proceedings of the 2002 International Conference on Dependable Systems and Networks
Classification and Computation of Dependencies for Distributed Management
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
Network-Based Problem Detection for Distributed Systems
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Unveiling the underlying relationships over a network for monitoring purposes
International Journal of Network Management
Application dependency discovery using matrix factorization
Proceedings of the 2012 IEEE 20th International Workshop on Quality of Service
On the accurate identification of network service dependencies in distributed systems
lisa'12 Proceedings of the 26th international conference on Large Installation System Administration: strategies, tools, and techniques
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The discovery of dependencies between components of a network can reveal relationships among components of multi-tier applications and the underlying IT infrastructure, such as servers and databases. Knowledge of these dependencies is thus important for the management of large distributed, heterogeneous and virtualized systems, where it is difficult to maintain an accurate view of how network assets are functionally connected. In this paper we present a passive method that uses attributes of traffic flow records and derives traffic dependencies among network components using a flexible fuzzy inference mechanism. Simulations and evaluation with real traffic traces show the applicability of the approach for flow-based dependency detection.