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AIOPS 2020 : Artificial Intelligence for IT Operations

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Link: https://aiopsworkshop.github.io/
 
When Dec 14, 2020 - Dec 17, 2020
Where Dubai
Abstract Registration Due Aug 8, 2020
Submission Deadline Aug 16, 2020
Notification Due Sep 13, 2020
Final Version Due Sep 27, 2020
Categories    computer science   artificial intelligence   systems   autonomic
 

Call For Papers

Artificial Intelligence for IT Operations (AIOPS 2020) Workshop colocated with the International Conference on Service Oriented Computing (ICSOC 2020)
Dubai, UAE, December 14-17, 2020

https://aiopsworkshop.github.io/

SUBMISSIONS ARE NOW OPEN at:
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 Springer?s LNCS series.
Venue: collocated 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 aiops2020@cit.tu-berlin.de

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