{"id":29,"date":"2020-11-06T13:39:00","date_gmt":"2020-11-06T13:39:00","guid":{"rendered":"https:\/\/sola.kau.se\/aida\/?page_id=29"},"modified":"2023-12-04T09:05:10","modified_gmt":"2023-12-04T09:05:10","slug":"journal-and-conference-publications","status":"publish","type":"page","link":"https:\/\/sola.kau.se\/aida\/journal-and-conference-publications\/","title":{"rendered":"Journal and Conference Publications"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>Journal Publications<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Firas Bayram, Phil Aupke, Bestoun S. Ahmed, Andreas Kassler, Andreas Theocharis, Jonas Forsman, &#8220;<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0952197623006644\">DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks<\/a>&#8220;, Engineering Applications of Artificial Intelligence, <a href=\"https:\/\/www.sciencedirect.com\/journal\/engineering-applications-of-artificial-intelligence\/vol\/123\/part\/PC\">Volume 123, Part C<\/a>,\u00a0August 2023, 106480.<\/li>\n\n\n\n<li>Firas Bayram, and Bestoun S. Ahmed, &#8220;<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-023-08622-w\">A Domain-Region Based Evaluation of ML Performance Robustness to Covariate Shift<\/a>&#8220;, Neural Computing and Applications, <strong>35<\/strong>,\u00a0pages17555\u201317577 (2023). <\/li>\n\n\n\n<li>Matej Klima, Miroslav Bures, Bestoun S. Ahmed, Xavier Bellekens, Robert Atkinson, Christos Tachtatzis, Pavel Herout, &#8220;<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S254266052300029X\">Specialized Path-based Technique to Test Internet of Things System Functionality Under Limited Network Connectivity \u202f<\/a>&#8220;, Internet of Things, <a href=\"https:\/\/www.sciencedirect.com\/journal\/internet-of-things\/vol\/22\/suppl\/C\">Volume 22<\/a>,\u00a0July 2023, 100706.<\/li>\n\n\n\n<li>Hamza Chahed, Muhammad Usman, Ayan Chatterjee, Firas Bayram, Rajat Chaudhary, Anna Brunstrom, Javid Taheri, Bestoun S. Ahmed, Andreas Kassler: <a href=\"https:\/\/doi.org\/10.1016\/j.iot.2023.100805\">AIDA\u2014A holistic AI-driven networking and processing framework for industrial IoT applications<\/a>, Internet of Things, Volume 22, 2023, 100805, ISSN 2542-6605, <a href=\"https:\/\/doi.org\/10.1016\/j.iot.2023.100805\">https:\/\/doi.org\/10.1016\/j.iot.2023.100805.<\/a> Impact Factor = 5.7.<\/li>\n\n\n\n<li>Ayan Chatterjee, and Bestoun S. Ahmed, &#8220;<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2542660522000622\">IoT Anomaly Detection Methods and Applications: A Survey<\/a>&#8220;, Internet of Things; Engineering Cyber Physical Human Systems, Volume 19,&nbsp;August 2022,  Page 100568. Impact factor = 5.7. <\/li>\n\n\n\n<li>Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Hynek Schvach, &#8220;<a href=\"https:\/\/arxiv.org\/abs\/2207.12172\">Novel Strategy Generating Variable-length State Machine Test Paths<\/a>&#8220;, International Journal of Software Engineering and Knowledge Engineering, VOL. 32, NO. 08, 2022, Impact factor = 1.3. <\/li>\n\n\n\n<li>Firas Bayram, Bestoun S. Ahmed, and Andreas Kassler \u201c<a href=\"https:\/\/arxiv.org\/pdf\/2203.11070.pdf\">From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors<\/a>\u201c, Knowledge-Based Systems Journal, 2022. Impact Factor = 8.038. <\/li>\n\n\n\n<li>Matej Klima, Miroslav Bures, Karel Frajtak, Vaclav Rechtberger, Michal Trnka, Xavier Bellekens, Tomas Cerny, and Bestoun S. Ahmed, \u201dSelected Code-quality Characteristics and Metrics for Internet of Things Systems\u201d, IEEE Access, 2022, Impact factor = 3.367.<\/li>\n\n\n\n<li>M. Usman, S. Ferlin-Reiter, J. Taheri and A. Brunstrom. \u201cA Survey on Observability of Distributed Edge &amp; Container-based Microservices\u201d, IEEE Access, 2022.<\/li>\n\n\n\n<li>Kamal Z Zamli, Md Abdul Kader, Saiful Azad, Bestoun S Ahmed, \u201c<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-05594-z\">Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping<\/a>\u201c, Neural Computing and Applications Journal, 2021, Impact Factor = 5.6.<\/li>\n\n\n\n<li>M. G. Khan, J. Taheri, A. Al-Dulaimy, and A. Kassler, &#8220;PerfSim: A Performance Simulator for Cloud Native Computing,&#8221; arXiv e-prints, p. arXiv:2103.08983, 2021.<\/li>\n\n\n\n<li>A. Al-Dulaimy, J. Taheri, A. Kassler, M. R. HoseinyFarahabady, S. Deng, and A. Zomaya, &#8220;MultiScaler: A Multi-Loop Auto-Scaling Approach for Cloud-Based Applications,&#8221; IEEE Transactions on Cloud Computing, 2020.<\/li>\n\n\n\n<li>Y. Sharma, J. Taheri, W. Si, D. Sun, and B. Javadi, &#8220;Dynamic Resource Provisioning for Sustainable Cloud Computing Systems in the Presence of Correlated Failures,&#8221; IEEE Transactions on Sustainable Computing, 2020.<\/li>\n\n\n\n<li>Qusay I. Sarhan, Bestoun S. Ahmed, Miroslav Bures, and Kamal Z. Zamli, \u201c<a href=\"https:\/\/ieeexplore.ieee.org\/document\/9282200\">Software Module Clustering: An In-Depth Literature Analysis<\/a>\u201d, IEEE Transactions on Software Engineering, 2021, In Press.<\/li>\n\n\n\n<li>Kamal Z Zamli, Md Abdul Kader, Saiful Azad, Bestoun S. Ahmed, &#8220;<a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00521-020-05594-z\">Hybrid Henry gas solubility optimization algorithm with dynamic cluster-to-algorithm mapping<\/a>&#8221; Neural Computing and Applications, PP. 1-28, 2021, Springer. <\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Conference Publications<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman, &#8220;<a href=\"https:\/\/arxiv.org\/abs\/2303.15068\">DQSOps: Data Quality Scoring Operations Framework for Data-Driven Applications<\/a>&#8220;, EASE &#8217;23: Proceedings of the 27th International Conference on Evaluation and Assessment in Software EngineeringJune 2023, Pages 32\u201341. <\/li>\n\n\n\n<li>Yunpeng Ma, Khalil Younis, Bestoun S. Ahmed, Andreas Kassler, Pavel Krakhmalev, Andreas Thore, Hans Lindback, &#8220;<a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10132216\/\">Automated and Systematic Digital Twins Testing for Industrial Processes<\/a>&#8220;, <em>2023 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)<\/em>, 2023, Pages: 149-158. <\/li>\n\n\n\n<li>Muhammad Usman, Simone Ferlin, Anna Brunstrom and Javid Taheri, &#8220;<a href=\"https:\/\/ieeexplore.ieee.org\/document\/10188344\">DESK: Distributed Observability Framework for Edge-Based Containerized Microservices<\/a>,&#8221; <em>2023 Joint European Conference on Networks and Communications &amp; 6G Summit (EuCNC\/6G Summit)<\/em>, Gothenburg, Sweden, 2023, pp. 617-622, doi: 10.1109\/EuCNC\/6GSummit58263.2023.10188344.<\/li>\n\n\n\n<li>Simon Sundberg, Anna Brunstrom, Simone Ferlin-Reiter, Toke H\u00f8iland-J\u00f8rgensen, and Jesper Dangaard Brouer. 2023. <a href=\"https:\/\/dl.acm.org\/doi\/abs\/10.1007\/978-3-031-28486-1_9\">Efficient Continuous Latency Monitoring with&nbsp;eBPF.<\/a> In Passive and Active Measurement: 24th International Conference, PAM 2023, Virtual Event, March 21\u201323, 2023, Proceedings. Springer-Verlag, Berlin, Heidelberg, 191\u2013208. https:\/\/doi.org\/10.1007\/978-3-031-28486-1_9<\/li>\n\n\n\n<li>Florian Frick, Stefan&nbsp;Oechsle, Hamza&nbsp;Chahed, Andreas&nbsp;Kassler, Dietmar Bruckner, \u201cTowards Viable Open Source TSN \u2013 Status and Next Steps\u201d,&nbsp;<em>TSN\/A conference<\/em>, September 22-23&nbsp;2022, Stuttgart, Germany<\/li>\n\n\n\n<li>Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman, &#8220;<a href=\"https:\/\/arxiv.org\/abs\/2211.12706\">Quality Assurance in MLOps Setting: An Industrial Perspective<\/a>&#8220;,Third International Workshop on Intelligent Software Engineering Automation, colocated with APSEC2022, December, 6-9, 2022, Japan&nbsp;<\/li>\n\n\n\n<li>Firas Bayram, Bestoun S. Ahmed, Erik Hallin, Anton Engman, &#8220;<a href=\"https:\/\/arxiv.org\/abs\/2208.07037\">A Drift Handling Approach for Self-Adaptive ML Software in Scalable Industrial Processes<\/a>&#8220;, The 37th IEEE\/ACM International Conference on Automated Software Engineering (ASE), Mon 10 &#8211; Fri 14 October 2022&nbsp;Oakland Center, Michigan, United States. <\/li>\n\n\n\n<li>Ayan Chatterjee, Bestoun S. Ahmed, Erik Hallin, Anton Engman, &#8220;<a href=\"https:\/\/dl.acm.org\/doi\/abs\/10.1145\/3540250.3558943\">Testing of Machine Learning Models with Limited Samples: An Industrial Vacuum Pumping Application<\/a>&#8220;, ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC\/FSE), Mon 14 &#8211; Fri 18 November 2022&nbsp;Singapore. <\/li>\n\n\n\n<li>Yunpeng Ma, Andreas Kassler, Bestoun S. Ahmed, Pavel Krakhmalev, Andreas Thore, Arash Toyser, and Hans Lindb\u00e4ck: &#8220;Using Deep Reinforcement Learning for Zero Defect Smart Forging&#8221;, In: The 10<sup>th<\/sup>&nbsp;Swedish Production Symposium, SPSS 2022, April 26-29, Sk\u00f6vde, Sweden<\/li>\n\n\n\n<li>Vaclav Rechtberger, Miroslav Bures, and Bestoun S. Ahmed: \u201d<a href=\"https:\/\/arxiv.org\/pdf\/2203.09604.pdf\">Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs<\/a>\u201c, International Workshop on User Interface Test Automation and Testing Techniques for Event Based Software (INTUITESTBEDS 2022) colocated with ICST2022.<\/li>\n\n\n\n<li>Vaclav Rechtberger, Miroslav Bures, Bestoun S. Ahmed, Youcef Belkhier, Jiri Nema and Hynek Schvach, \u201d<a href=\"https:\/\/arxiv.org\/pdf\/2203.09596.pdf\">Prioritized Variable-length Test Cases Generation for Finite State Machines<\/a>\u201d 6th International Workshop on Testing Extra-Functional Properties and Quality Characteristics of Software Systems 2022, Co-located with International conference on Software Testing (ICST2022).<\/li>\n\n\n\n<li>S. Sundberg, A. Brunstrom, S. Ferlin-Reiter, T. H\u00f8iland-J\u00f8rgensen and J. Dangaard Brouer, \u201cPassive Monitoring of Network Latency at High Line Rates\u201d, SNCNW 2022.<\/li>\n\n\n\n<li>M. Usman, S. Ferlin-Reiter, J. Taheri and A. Brunstrom, \u201dAn Observability Framework for Containerized Microservices in Edge Infrastructures\u201d, SNCNW 2022.<\/li>\n\n\n\n<li>O. Tavallaie, J. Taheri, and A. Y. Zomaya, &#8220;Towards Optimizing Time-Slotted Channel Hopping Scheduling on 6TiSCH Networks,&#8221; in The 18th ACM International Conference on Embedded Networked Sensor Systems (SenSys), 2020, pp. 737-738.<\/li>\n\n\n\n<li>Z. Xiang, S. Deng, F. Jiang, H. Gao, J. Taheri, and J. Yin, &#8220;Computing Power Allocation and Traffic Scheduling for Edge Service Provisioning,&#8221; in IEEE International Conference on Web Services (IEEE ICWS), 2020, pp. 394-403.<\/li>\n\n\n\n<li>A. Al-Dulaimy, J. Taheri, A. V. Papadopoulos, and T. Nolte, &#8220;LOOPS: A Holistic Control Approach for Resource Management in Cloud Computing,&#8221; in Proceedings of the ACM\/SPEC International Conference on Performance Engineering, Virtual Event, France, 2021, pp. 117-124: Association for Computing Machinery.<\/li>\n\n\n\n<li>Hamza Chahed, Andreas J. Kassler, &#8220;Software-Defined Time Sensitive Networks Configuration and Management&#8221;, in: Proceedings of IEEE NFV SDN 2021, 9-11 Nov. 2021<\/li>\n\n\n\n<li>O. Tavallaie, J. Taheri, and A. Y. Zomaya, &#8220;Game-Theoretic Optimization of the TSCH Scheduling Function for Low-Power IoT Networks: Poster Abstract,&#8221; in The 20th International Conference on Information Processing in Sensor Networks (IPSN), 2021, pp. 392-393.<\/li>\n\n\n\n<li>S. Sundberg and A. Brunstrom. \u201cUsing BPF to Measure Latency at High Link Speeds\u201d, ACM Internet Measurement Conference (IMC), November 2021. (Poster paper)<\/li>\n\n\n\n<li>O. Tavallaie, J. Taheri, and A. Y. Zomaya, &#8220;Design and Optimization of Traffic-Aware TSCH Scheduling for Mobile 6TiSCH Networks,&#8221; in International Conference on Internet-of-Things Design and Implementation (IoTDI), 2021, pp. 234-246.<\/li>\n\n\n\n<li>A. Mahjoubi, J. Taheri, and K.-J. Grinnemo, &#8220;Optimal Placement of Recurrent Service Chains on Distributed Edge-Cloud Infrastructures,&#8221; in IEEE 46th Conference on Local Computer Networks (LCN 2021), October 2021.<\/li>\n\n\n\n<li>Miroslav Bures, Bestoun S. Ahmed Ahmed, Vaclav Rechtberger, Matej Klima, Michal Trnka, Miroslav Jaros, Xavier Bellekens, Dani Almog, Pavel Herout, &#8220;<a href=\"https:\/\/arxiv.org\/abs\/2101.12036\">PatrIoT: IoT Automated Interoperability and Integration Testing Framework<\/a>&#8221; International Conference of Software Testing (ICST2021). <\/li>\n\n\n\n<li>T. Wang, S. Ferlin, and M. Chiesa. \u201cPredicting CPU usage for proactive autoscaling.\u201d In 1st Workshop on Machine Learning and Systems (EuroMLSys &#8217;21). April 2021.<\/li>\n\n\n\n<li>Klima M., Rechtberger V., Bures M., Bellekens X., Hindy H., Bestoun S. Ahmed, &#8220;<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-030-76063-2_42\">Quality and Reliability Metrics for IoT Systems: A Consolidated View<\/a>&#8220;, Science and Technologies for Smart Cities. SmartCity360\u00b0 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 372. Springer, Cham. https:\/\/doi.org\/10.1007\/978-3-030-76063-2_42<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Journal Publications Conference Publications<\/p>\n","protected":false},"author":88,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-29","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/pages\/29","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/users\/88"}],"replies":[{"embeddable":true,"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/comments?post=29"}],"version-history":[{"count":30,"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/pages\/29\/revisions"}],"predecessor-version":[{"id":254,"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/pages\/29\/revisions\/254"}],"wp:attachment":[{"href":"https:\/\/sola.kau.se\/aida\/wp-json\/wp\/v2\/media?parent=29"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}