Eigenspace-based anomaly detection in computer systems

T Idé, H Kashima - Proceedings of the tenth ACM SIGKDD international …, 2004 - dl.acm.org
We report on an automated runtime anomaly detection method at the application layer of
multi-node computer systems. Although several network management systems are available …

A practice-driven systematic review of dependency analysis solutions

TB Callo Arias, P van der Spek, P Avgeriou - Empirical Software …, 2011 - Springer
When following architecture-driven strategies to develop large software-intensive systems,
the analysis of the dependencies is not an easy task. In this paper, we report a systematic …

Toward an on demand service-oriented architecture

CH Crawford, GP Bate, L Cherbakov… - IBM Systems …, 2005 - ieeexplore.ieee.org
The success of an on demand e-business requires that business process, application, and
information technology (IT) infrastructure integration merge into a comprehensive and …

Mining dependency in distributed systems through unstructured logs analysis

JG Lou, Q Fu, Y Wang, J Li - ACM SIGOPS Operating Systems Review, 2010 - dl.acm.org
Dependencies among system components are crucial to locating root errors in a distributed
system. In this paper, we propose an approach to mine intercomponent dependencies from …

Automatic failure diagnosis support in distributed large-scale software systems based on timing behavior anomaly correlation

N Marwede, M Rohr, A van Hoorn… - 2009 13th European …, 2009 - ieeexplore.ieee.org
Manual failure diagnosis in large-scale software systems is time-consuming and error-
prone. Automatic failure diagnosis support mechanisms can potentially narrow down, or …

Problem determination using dependency graphs and run-time behavior models

MK Agarwal, K Appleby, M Gupta, G Kar… - Utility Computing: 15th …, 2004 - Springer
Key challenges in managing an I/T environment for e-business lie in the area of root cause
analysis, proactive problem prediction, and automated problem remediation. Our approach …

A Comprehensive Survey on Root Cause Analysis in (Micro) Services: Methodologies, Challenges, and Trends

T Wang, G Qi - arXiv preprint arXiv:2408.00803, 2024 - arxiv.org
The complex dependencies and propagative faults inherent in microservices, characterized
by a dense network of interconnected services, pose significant challenges in identifying the …

Performance degradation root cause prediction in a distributed computing system

MK Agarwal, G Kar, A Neogi, A Sailer - US Patent 7,412,448, 2008 - Google Patents
A method of identifying at least one resource in a distributed computing system which is a
potential root cause of performance degradation of the system includes the steps of …

A framework for failure impact analysis and recovery with respect to service level agreements

A Hanemann, D Schmitz… - 2005 IEEE International …, 2005 - ieeexplore.ieee.org
In today's IT service market customers urge providers to grant guarantees for quality of
service (QoS) which are laid down in service level agreements (SLAs). To satisfy customers …

Determining configuration parameter dependencies via analysis of configuration data from multi-tiered enterprise applications

V Ramachandran, M Gupta, M Sethi… - Proceedings of the 6th …, 2009 - dl.acm.org
Multi-tiered enterprise applications, which comprise of many (heterogeneous and possibly
loosely coupled) components at various layers of the IT stack, typically have configuration …