Artificial Intelligence for IT Operations (AIOPS 2020) Workshop co-located with the Conference on Service Oriented Computing (ICSOC 2020)
Dubai, UAE, December 14-17, 2020 https://aiopsworkshop.github.io/ SUBMISSIONS: https://easychair.org/conferences/?conf=aiops2020 Abstract registration deadline: August 8, 2020 Submission deadline: August 16, 2020 Authors are invited to submit full papers (with a maximum length of 12 pages, including references and appendices.) using (Springer LNCS format). Papers must be written in English and are to be submitted in PDF format online via the Easychair submission interface: https://easychair.org/my/conference?conf=aiops2020#. List of Topics - Early anomaly, fault and failure (AFF) detection and analysis - Self-healing, self-correction and auto-remediation - Self-adaptive time-series based models for prognostics and forecasting - AFF identification, localization, and isolation - Root cause analysis - Adaptive fault tolerance policies - Forecasting of hardware and process quality - Decision support - Planning under uncertainty - Predictive and prescriptive maintenance - Maintenance scheduling and on-demand maintenance planning - Fault-tolerant system control - Reliability and quality assurance - Autonomic process optimization - Energy-efficient cloud operation - Autonomous service provisioning - Explainable AI in general - Visual analytics and interactive machine learning - Active and life-long learning - Information and communication models for AIOps systems - Platforms: Time-series DBs, Streaming, Data Lakes - AI platforms for AIOps - Design of experiment (DoE) for different use-cases, testbeds, evaluation scenarios Publication: Post-workshop proceedings in Springers LNCS series. Venue: co-located with ICSOC 2020 conference in Dubai 14-17 December 2020. More information: http://www.icsoc.org/ Contact All questions about submissions should be emailed to aiops2...@cit.tu-berlin.de
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