TRACK-Plus: Optimizing Artificial Neural Networks for Hybrid Anomaly Detection in Data Streaming Systems

Autor: Ahmad Alnafessah, Giuliano Casale

Publikováno v: IEEE Access, Vol 8, Pp 146613-146626 (2020)

Software applications can feature intrinsic variability in their execution time due to interference from other applications or software contention from other users, which may lead to unexpectedly long running times and anomalous performance. There is

Externí odkaz: https://doaj.org/article/7b347f7e31054a0eaff259dfc3d7304d

Detection of performance anomalies through Process Mining

Autor: Marra, Carmine

Anomaly detection in computer systems operating within complex environments,such as cyber-physical systems (CPS), has become increasingly popularduring these last years due to useful insights this process can provide aboutcomputer systems’ health c

Externí odkaz: http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-114919

Leveraging Website Popularity Differences to Identify Performance Anomalies

Autor: Chadi Barakat, Mark Crovella, Renata Teixeira, Giulio Grassi

Publikováno v: INFOCOM 2021-IEEE International Conference on Computer Communications
INFOCOM 2021-IEEE International Conference on Computer Communications, May 2021, Vancouver / Virtual, Canada. ⟨10.1109/INFOCOM42981.2021.9488832⟩
INFOCOM
HAL

International audience; Web performance anomalies (e.g. time periods when metrics like page load time are abnormally high) have significant impact on user experience and revenues of web service providers. Existing methods to automatically detect web

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6377dd7a545c32b73207775471823913
https://inria.hal.science/hal-03109717

Automated Anomaly Detection and Localization System for a Microservices Based Cloud System

Autor: Naikade, Priyanka Prakash

Publikováno v: Electronic Thesis and Dissertation Repository

Context: With an increasing number of applications running on a microservices-based cloud system (such as AWS, GCP, IBM Cloud), it is challenging for the cloud providers to offer uninterrupted services with guaranteed Quality of Service (QoS) factors

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1548::80d8dadadd346623144c6ed579cb2502
https://ir.lib.uwo.ca/context/etd/article/9560/viewcontent/auto_convert.pdf

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