https://huaweitubinovationlab.github.io/ collocated with ICDM 2023 - We held our AIOPs 2023 workshop on 04 December 2023. In the peak, we had 40 participants. It was great that the workshop took place in-person and we manged to reconnect with all the participants with whom in the last 4 years we patiently build a strong relationship in terms... Fri, 22 Dec 2023 00:00:00 +0100 https://huaweitubinovationlab.github.io/2023-12-22-Successful-Conclusion-of-the-Second-International-Workshop-AIOPS-2021-copy-2/ https://huaweitubinovationlab.github.io/2023-12-22-Successful-Conclusion-of-the-Second-International-Workshop-AIOPS-2021-copy-2/ It is our greatest pleasure to annonuce the publication of our papers. Congratulations to the authors. “Auto-Logging: AI-centered Logging Instrumentation” Bogatinovski Jasmin, Kao Odej 45th International Conference on Software Engineering, 2023. PULL: Reactive Log Anomaly Detection Based On Iterative PU Learning Thorsten Wittkopp, Dominik Scheinert, Philipp Wiesner, Alexander Acker, Odej... Tue, 10 Oct 2023 00:00:00 +0200 https://huaweitubinovationlab.github.io/2023-10-10-Papers-alert/ https://huaweitubinovationlab.github.io/2023-10-10-Papers-alert/ (event sumamry) - We had an amazing 3 days discussing many AIOps related topics. The experience was overwhelmingly positive with many fruitful ideas and discussions. We had 15 inperson participants from 9 countries, 4 companies and additional 7 online participants. The profile of the presenters was quite diverse including Professors, Postdocs and PhD... Thu, 25 May 2023 00:00:00 +0200 https://huaweitubinovationlab.github.io/2023-05-25-Successful-Conclusion-of-Academic-Saloon-on-AIOps/ https://huaweitubinovationlab.github.io/2023-05-25-Successful-Conclusion-of-Academic-Saloon-on-AIOps/ Following the great success of the last workshops AIOPS 2020 (AIOPS 2020, videos, proceedings), and AIOPS 2021 ( AIOPS 2021, videos, proceedings), this workshop will be held as a part of the premier conference on data mining, ICDM 2023 in Shanghai from 01-04 of December 2023. Notably, the papers are... Fri, 21 Apr 2023 00:00:00 +0200 https://huaweitubinovationlab.github.io/2023-04-21-Third-AIOps-workshop-2023-copy/ https://huaweitubinovationlab.github.io/2023-04-21-Third-AIOps-workshop-2023-copy/ The preparations for the academic saloon for 2023 are in full scale. At this point in time one can find the availability of the program, topic and list of participants at the following link: https://docs.google.com/presentation/d/1NkZc2GWceUiDsNZe3AjBVNxqwD0OzeI2TZYVU6aOJQc/edit#slide=id.gc6f73a04f_0_0. We are very much excited about the event. You can find details for public access... Wed, 01 Feb 2023 00:00:00 +0100 https://huaweitubinovationlab.github.io/2023-02-01-Academic-Saloon-AIOPS-2023/ https://huaweitubinovationlab.github.io/2023-02-01-Academic-Saloon-AIOPS-2023/ During the period of 05-15.12.2022, we presented the work of our lab at the groups of Prof Dr David Lo at the National University of Singapore and Prof. Dr Kensuke Fukuda at the National Institute for Informatics at Tokyo Japan. These were two very fruitful visits as we got to... Sat, 07 Jan 2023 00:00:00 +0100 https://huaweitubinovationlab.github.io/2023-01-07-Research-Visits-to-Japan-and-Singapore/ https://huaweitubinovationlab.github.io/2023-01-07-Research-Visits-to-Japan-and-Singapore/ It is our greatest pleasure to annonuce the publication of the following papers. Congratulation to the authors. Efficient Runtime Profiling for Black-box Machine Learning Services on Sensor Streams Becker Sören, Scheinert Dominik, Schmidt Florian, Kao Odej 6th IEEE International Conference on Fog and Edge Computing 2022 IEEE Press New York... Tue, 20 Dec 2022 00:00:00 +0100 https://huaweitubinovationlab.github.io/2022-12-20-Papers-alert-1/ https://huaweitubinovationlab.github.io/2022-12-20-Papers-alert-1/ It is our greatest pleasure to annonuce the publication of our paper First CE Matters: On the Importance of Long Term Properties on Memory Failure Prediction on the topic of memory failure prediction. In this paper we studies the importance of considering the overall historical information when predicting DIMM failures.... Wed, 12 Oct 2022 00:00:00 +0200 https://huaweitubinovationlab.github.io/2022-10-12-Paper-alert-copy/ https://huaweitubinovationlab.github.io/2022-10-12-Paper-alert-copy/ We are very happy to announce that we are organizing a workshop on artificial intelligence for software development and IT operations on our beautiful university campus at Technical University Berlin. We aim at gathering researchers from academia and industry to present their experiences, results, and work in progress in this... Fri, 01 Jul 2022 00:00:00 +0200 https://huaweitubinovationlab.github.io/2022-07-01-Academic-Saloon-AIOPS-2022/ https://huaweitubinovationlab.github.io/2022-07-01-Academic-Saloon-AIOPS-2022/ It is our greatest pleasure to annonuce the publication of the followig 5 papers on the topic of AI-driven Autonomous Operations. Congratulation to the authors and best of luck in the presentations. You can find the papers open-access on arxiv. Failure Identification from Unstable Log Data using Deep Learning Bogatinovski... Sun, 22 May 2022 00:00:00 +0200 https://huaweitubinovationlab.github.io/2022-05-22-Accepted-Papers-copy/ https://huaweitubinovationlab.github.io/2022-05-22-Accepted-Papers-copy/ Update - The recordings from our workshop AIOPS 2021 are now up. You can find the full playlist on this link aiops workshop videos. Many thanks for your participation and your efforts. We are looking forward to the further events to come. Wed, 01 Dec 2021 00:00:00 +0100 https://huaweitubinovationlab.github.io/2021-12-01-AIOPS2021_videos/ https://huaweitubinovationlab.github.io/2021-12-01-AIOPS2021_videos/ collocated with ICSOC 2021 - We held our AIOPs 2021 workshop on 22 November 2021. In the peak, we had 40 participants. Content-wise we had 8 submissions, 5 accepted papers, 22 senior PC members from 10+ countries. Industry parthners contributed papers as well. The workshop program was a little bit full, but we still managed... Mon, 22 Nov 2021 00:00:00 +0100 https://huaweitubinovationlab.github.io/2021-11-22-Successful-Conclusion-of-the-Second-International-Workshop-AIOPS-2021-copy/ https://huaweitubinovationlab.github.io/2021-11-22-Successful-Conclusion-of-the-Second-International-Workshop-AIOPS-2021-copy/ collocated with ICSOC 2021 - Following our last year success with organizing AIOPS 2020, this year the Joint Innovation Lab is organizing the “Second International Workshop on AIOPS” (AIOPS 2021). It will be collocated with the 19-th International Conference on Service Oriented Computing ICSOC 2021, in Dubai, UAE, on November 22, 2021. It is our... Thu, 10 Jun 2021 00:00:00 +0200 https://huaweitubinovationlab.github.io/2021-06-10-Second-International-Workshop-AIOPS-2021-copy/ https://huaweitubinovationlab.github.io/2021-06-10-Second-International-Workshop-AIOPS-2021-copy/ Notification - We are happy to share the news that Prof. Dr. Odej Kao will participate in a panel discussion at Cloud Intelligence Workshop, collocated with International Conference on Software Engineering (ICSE 2021). The topic of the discussion is “How to accelerate collaboration on Cloud Intelligence across academia and industry?” We are... Thu, 27 May 2021 00:00:00 +0200 https://huaweitubinovationlab.github.io/2021-05-27-How-to-accelerate-collaboration-on-Cloud-Intelligence-across-academia-and-industry/ https://huaweitubinovationlab.github.io/2021-05-27-How-to-accelerate-collaboration-on-Cloud-Intelligence-across-academia-and-industry/ Notification - We are very pleased to inform you that the Huawei TUB Innovation Lab is organizing The 1st Network Verification workshop. The goal of the workshop is to to provide a forum for the community to come together and rethink fundamental questions, breakthrough solutions in Network Verification. We invite talks on... Wed, 07 Apr 2021 00:00:00 +0200 https://huaweitubinovationlab.github.io/2021-04-07-The-1st-Network-Verification-Workshop/ https://huaweitubinovationlab.github.io/2021-04-07-The-1st-Network-Verification-Workshop/ Experience report - On 22.02.2021 we held our Huawei TUB Innovation Lab kick-off meeting. It was our greatest honour to welcome the talks of the President of Technical University Berlin, Professor Christian Thomsen and the President Ronghua Zhong and the CTO Götz-Philip Brasche of the Huawei’s Munich Research Center during the first part... Thu, 25 Feb 2021 00:00:00 +0100 https://huaweitubinovationlab.github.io/2021-02-25-JointLabKickOff/ https://huaweitubinovationlab.github.io/2021-02-25-JointLabKickOff/ Update - The recordings from our workshop AIOPS 2020 are now up. You can find the full playlist on this link aiops workshop videos. Many thanks for your participation and your efforts. We are looking forward to the further events to come. Sun, 27 Dec 2020 00:00:00 +0100 https://huaweitubinovationlab.github.io/2020-12-27-AIOPS2020_videos/ https://huaweitubinovationlab.github.io/2020-12-27-AIOPS2020_videos/ Experience report - We held our AIOPs 2020 workshop on 14 December 2020. In the peak, we had 52 participants, which is far more than expected. The organization was perfect, we didn’t have a single problem. We also run gather.town instance for a virtual social gathering on the side, so attendants can meet... Thu, 24 Dec 2020 00:00:00 +0100 https://huaweitubinovationlab.github.io/2020-12-24-AIOPS2020/ https://huaweitubinovationlab.github.io/2020-12-24-AIOPS2020/