AIOPS 2020

International Workshop on
Artificial Intelligence for IT Operations

Dubai, 14-17 December 2020


Welcome to AIOPS 2020

The International Workshop on Artificial Intelligence for IT Operations should bring together researchers from both academia and industry to present their experiences, results, and work in progress in this field. We want to strengthen the community and unite it towards the goal of joining the efforts for solving the main challenges the field is currently facing. A consensus and adoption of the principles of openness and reproducibility will boost the research in this emerging area significantly.

The workshop will be collocated with ICSOC 2020 conference in Dubai 14-17 of December 2020.

Topics of Interest

  • Self-healing, self-correction and auto-remediation
  • Early anomaly, fault and failure (AFF) detection and analysis
  • 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
  • Decentralized ID management and CA system/technologies
  • Design of experiment (DoE) for different use-cases, testbeds, evaluation scenarios

Important Dates

  • Abstract submission deadline: August 16, 2020, at 23:59 (extended) AOE
  • Paper submission deadline: August 24, 2020, at 23:59 (extended) AOE
  • Acceptance notification: September 13, 2020, at 23:59 AOE
  • Paper camera-ready deadline: September 27, 2020, at 23:59 AOE
  • Workshop date: December 14, 2020

Submission Details

Authors are invited to submit full papers with a maximum length of 12 pages, including references and appendices using Springer LNCS format. All accepted papers will be included in the workshop proceedings published as part of the Lecture Notes in Computer Science (LNCS) series of Springer. The guidelines can be found at: https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines.
The authors must upload their paper as PDF file via https://easychair.org/my/conference?conf=aiops2020#.
If any problem arises when submitting your paper, please contact aiops2020@cit.tu-berlin.de.

Paper submission deadline: August 24, 2020, at 23:59 AOE

Diversity and Inclusion

We are committed to creating an inclusive and welcoming workshop. We have strived to create a diverse program and reviewer pool for our workshop, and to share our call for papers widely. However, we also are grateful for suggestions of any individual researchers or research groups who we might have missed.

Questions? Contact us at aiops2020@cit.tu-berlin.de.

Sponsors

This workshop is sponsored by Huawei Technologies Co., Ltd.