Publications
Publications of Software-Engineering Group / Descartes Research Group
This list contains dynamically generated, up-to-date list of publications with filtering possibilities.Show publications grouped by research areas.
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- [ 2020 ]
- [ 2019 ]
- [ 2018 ]
- [ 2017 ]
- [ 2016 ]
- [ 2015 ]
- [ 2014 ]
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- [ 1999 ]
2023[ to top ]
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Serverless Computing: What It Is, and What It Is Not? in Commun. ACM (2023). 66(9) 80–92.
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Autoscaler Evaluation and Configuration: A Practitioner’s Guideline in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 31–41.
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Deep Neural Network Regression for Normalized Digital Surface Model Generation with Sentinel-2 Imagery in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (2023). 1–14.
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A Trace-driven Performance Evaluation of Hash-based Task Placement Algorithms for Cache-enabled Serverless Computing in 2023 ACM International Conference on Computing Frontiers (CF ’23) (2023).
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Segmentierung und Verlaufskontrolle chronischer Wunden durch künstliche Intelligenz mithilfe einer mobilen App (WUNDERKINT Studie) in Allergologie. JDDG: Journal der Deutschen Dermatologischen Gesellschaft (2023). (Bd. 21) 28–177.Poster Abstract (No. P322, pp. 175-176)
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SPEC Research Group Newsletter, Issue 12 (2023, April).Published by Standard Performance Evaluation Corporation (SPEC)
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Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs in Companion of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 95–99.
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Recommendation of Secure Group Communication Schemes using Multi Objective Optimization in International Journal of Information Security (2023).
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Erdbeobachtung der Walddynamik und Biodiversität in Echtzeit (2023, Juni).https://www.sueddeutsche.de/muenchen/landkreismuenchen/garching-leibniz-rechenzentrum-deutsches-zentrum-fuer-luft-und-raumfahrt-erdbeobachtungsdaten-terrabyte-1.5933991
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An Empirical Study of Container Image Configurations and Their Impact on Start Times in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid) (2023). 94–105.
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MVNOCoreSim: A Digital Twin for Virtualized IoT-centric Mobile Core Networks in IEEE Internet of Things (2023). 10(15) 13974–13987.
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Serverless Computing Revisited: Evolution, State-of-the-Art, and Performance Challenges (2023).Joint Keynote at ICPE 2023 Workshops: LTB 2023 und FastContinuum 2023
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Power to the Applications: The Vision of Continuous Decentralized Autoscaling in 2023 IEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing Workshops (CCGridW) (2023). 281–283.
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A literature review of IoT and CPS—What they are, and what they are not in Journal of Systems and Software (2023). 111631.
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Association between Postoperative Atrial Fibrillation Recurrences and Interatrial Block by the Time of Open-Heart Surgery in The Thoracic and Cardiovascular Surgeon (2023). 71(S 01) DGTHG-V130.
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A Systematic Approach for Benchmarking of Container Orchestration Frameworks in Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering (2023). 187–198.
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Optimizing storage assignment, order picking, and their interaction in mezzanine warehouses in Applied intelligence (2023). 25.
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Kubernetes-in-the-Loop: Enriching Microservice Simulation Through Authentic Container Orchestration in Performance Evaluation Methodologies and Tools (2023).In print.
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Performance Engineering of Serverless Applications and Platforms Thesis; Universität Würzburg. (2023).
2022[ to top ]
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Towards a Cryptography Benchmark: A View on Attribute Based Encryption Schemes in 2022 5th Conference on Cloud and Internet of Things (CIoT) (2022).
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Edge Workload Trace Gathering and Analysis for Benchmarking in 2022 IEEE 6th International Conference on Fog and Edge Computing (ICFEC) (2022). 34–41.
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Self-Aware Optimization of Adaptation Planning Strategies in ACM Transactions on Autonomous and Adaptive Systems (2022).
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Experience and Guidelines for Sorting Algorithm Choices and Their Energy Efficiency in Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022).
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Identification of clinically distinct and prognostically important phenogroups in patients with acute heart failure by a machine learning approach in EUROPEAN JOURNAL OF HEART FAILURE (2022). (Bd. 24) 179–179.
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Proactive Critical Event Prediction based on Monitoring Data with Focus on Technical Systems Thesis; Universität Würzburg. (2022).
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The Relationship Between the Distribution of Training Intensity and Performance of Kayak and Canoe Sprinters: A Retrospective Observational Analysis of One Season of Competition in Frontiers in Sports and Active Living (2022). 3 788108.
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Accuracy and Systematic Biases of Heart Rate Measurements by Consumer-Grade Fitness Trackers in Postoperative Patients: Prospective Clinical Trial in Journal of Medical Internet Research (2022). 24(12) e42359.
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Investigating the Predictability of QoS Metrics in Cellular Networks in 2022 IEEE/ACM 30th International Symposium on Quality of Service (IWQoS) (2022). 1–10.
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A case study on the stability of performance tests for serverless applications in Journal of Systems and Software (JSS) (2022). 189
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ICPE ’22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9 - 13, 2022, Companion Volume (D. Feng; S. Becker; N. Herbst; P. Leitner, Hrsg.) (2022). ACM.
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ICPE ’22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9 - 13, 2022 (D. Feng; S. Becker; N. Herbst; P. Leitner, Hrsg.) (2022). ACM.
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Retrospektive Analyse ausgewählter Belastungs-und Beanspruchungsparameter einer professionellen Fußball-mannschaft vor und während coronabedingter Kontakt-beschränkungen in der Spielsaison 2019/20 in Leipziger Sportwissenschaftliche Beiträge Jahrgang 63 (2022 Heft 1 (2022). 75.
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Proactive Critical Event Prediction based on Monitoring Data with Focus on Technical Systems Thesis; Universität Würzburg. (2022).
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Retrospective Analysis of Training Intensity Distribution Based on Race Pace Versus Physiological Benchmarks in Highly Trained Sprint Kayakers in Sports Medicine-Open (2022). 8(1) 1–12.
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Leveraging Kubernetes Source Code for Performance Simulation (2022).
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CortexVR: Immersive analysis and training of cognitive executive functions of soccer players using virtual reality and machine learning in Frontiers in Psychology (2022). 5139.
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Towards Forecasting Future Snow Cover Dynamics in the European Alps - The Potential of Long Optical Remote-Sensing Time Series in Remote Sensing (2022). 14(18)
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A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation in Proceedings of the IEEE IRC 2022 Conference (2022).
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SPEC Efficiency Benchmark Development: How to Contribute to the Future of Energy Conservation in Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022).
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Measurement, Modeling, and Emulation of Power Consumption of Distributed Systems (2022, Juni).
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A literature review on optimization techniques for adaptation planning in adaptive systems: State of the art and research directions in Information and Software Technology (2022). 149 106940.
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SPEC Research - Introducing the Predictive Data Analytics Working Group in Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022).
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A Survey on Secure Group Communication Schemes with Focus on IoT Communication in IEEE Access (2022).Accepted but not yet published
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Self-Aware Optimization of Cyber-Physical Systems in Intelligent Transportation and Logistics Systems Thesis; Universität Würzburg. (2022, April).
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Ransomware Detection in Databases through Dynamic Analysis of Query Sequences in 2022 IEEE Conference on Communications and Network Security (CNS) (2022).
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An Experience Report on the Suitability of a Distributed Group Encryption Scheme for an IoT Use Case in 2022 IEEE 95th Vehicular Technology Conference (VTC2022) (2022).
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Change Point Detection for MongoDB Time Series Performance Regression in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022).
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The State of Serverless Applications: Collection, Characterization, and Community Consensus in Transactions on Software Engineering (2022). 48(10) 4152–4166.
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SPEC Research Group Newsletter, Issue 11 (2022, April).Published by Standard Performance Evaluation Corporation (SPEC)
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FADE: Towards Flexible and Adaptive Distance Estimation Considering Obstacles in Companion of the 13th ACM/SPEC International Conference on Performance Engineering (ICPE 2022) (2022).
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Automated Triage of Performance Change Points Using Time Series Analysis and Machine Learning in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022).
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SPEC Research - Introducing the Predictive Data Analytics Working Group in Companion of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022).
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Same, Same, but Dissimilar: Exploring Measurements for Workload Time-Series Similarity in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). 89–96.
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Model Learning for Performance Prediction of Cloud-native Microservice Applications Thesis; Universität Würzburg. (2022, März).Distinction
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Why Is It Not Solved Yet? Challenges for Production-Ready Autoscaling in Proceedings of the 2022 ACM/SPEC on International Conference on Performance Engineering (2022). 105–115.
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MiSim: A Simulator for Resilience Assessment of Microservice-based Architectures in 2022 IEEE 22nd International Conference on Software Quality, Reliability and Security (QRS) (2022). 1014–1025.
2021[ to top ]
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Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads in Companion of the ACM/SPEC International Conference on Performance Engineering (2021). (Bd. ICPE ’21) 175–178.
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SPEC - Spotlight on the International Standards Group (ISG) in Companion of the ACM/SPEC International Conference on Performance Engineering (2021).
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Systems Benchmarking (2021).
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The Science of Systems Benchmarking (2021).
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A New Course on Systems Benchmarking-For Scientists and Engineers (2021). 127–127.
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Automated Hybrid Time Series Forecasting: Design, Benchmarking, and Use Cases Thesis; Universität Würzburg. (2021).
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A Case Study on Optimization of Warehouses in arXiv preprint arXiv:2112.12058 (2021).
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Container Start Times: Empirical Analysis and Predictability (2021).
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Teaching Software Testing Using Automated Grading in Proceedings of the Fifth Workshop "Automatische Bewertung von Programmieraufgaben" (ABP 2021),virtual event, October 28-29, 2021, A. Greubel, S. Strickroth, M. Striewe (Hrsg.) (2021).
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Software Testing Strategies for Detecting Hypercall Handlerstextquotesingle Aging-related Bugs in 2021 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW) (2021).
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Energy-Efficiency Comparison of Common Sorting Algorithms in 2021 29th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2021). 1–8.
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Sizeless: Predicting the Optimal Size of Serverless Functions in Proceedings of the 22nd International MIDDLEWARE Conference (2021). 248–259.Best Student Paper Award, ACM Artifacts Evaluated — Functional
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Measuring the Performance Impact of Branching Instructions in Proceedings of the 12th Symposium on Software Performance 2021 (SSP’21) (2021).
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A Simulation-based Optimization Framework for Online Adaptation of Networks in Proceedings of the 12th EAI International Conference on Simulation Tools and Techniques (SIMUtools), H. Song, D. Jiang (Hrsg.) (2021). 513–532.
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Tackling the Rich Vehicle Routing Problem with Nature-Inspired Algorithms in Applied Intelligence (2021). 52 9476–9500.
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People Detection with Depth Silhouettes and Convolutional Neural Networks on a Mobile Robot in Journal of Image and Graphics, (J. of Image; Graphics, Hrsg.) (2021). 9(4) 135–139.
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A Case Study on Optimization of Platooning Coordination (2021).
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A Case Study on Optimization of Warehouses (2021).
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ComBench: A Benchmarking Framework for Publish/Subscribe Communication Protocols Under Network Limitations in Performance Evaluation Methodologies and Tools, Q. Zhao, L. Xia (Hrsg.) (2021). 72–92.
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Towards Splitting Monolithic Workflows into Serverless Functions and Estimating Their Run-Time in the Earth Observation Domain in Proceedings of the 12th Symposium on Software Performance (SSP) (2021).Extended Abstract
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A Case Study of Vehicle Route Optimization (2021).
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Attack-aware Security Function Management Thesis; Universität Würzburg. (2021, Januar).
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Automatisierte Hybride Zeitreihenprognose in Ausgezeichnete Informatikdissertationen 2020, S. Hölldobler (Hrsg.) (2021). 29–38.
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An Overview on Approaches for Coordination of Platoons in IEEE Transactions on Intelligent Transportation Systems (2021).Early Access on IEEE Xplore
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A Comparison of Mechanisms for Compensating Negative Impacts of System Integration in Future Generation Computer Systems (2021). 116 117–131.
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SuanMing: Explainable Prediction of Performance Degradations in Microservice Applications in Proceedings of the 12th ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).Acceptance Rate: 29%
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The integration of training and off-training activities substantially alters training volume and load analysis in elite rowers in Scientific reports (2021). 11(1) 1–10.
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Performance Evaluation of a Post-Quantum Public-Key Cryptosystem in 2021 IEEE 40th International Performance Computing and Communications Conference (IPCCC) (2021).
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Benchmarking of Pre- and Post-Quantum Group Encryption Schemes with Focus on IoT in 2021 IEEE 40th International Performance Computing and Communications Conference (IPCCC) (2021).
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Towards Situation-Aware Meta-Optimization of Adaptation Planning Strategies in Proceedings of the 2nd IEEE International Conference on Autonomic Computing and Self-Organizing Systems - ACSOS 2021 (2021).Best Paper Award Runner Up, Full Paper Acceptance Ratio: 25%
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A Machine Learning-based Workflow for Automatic Detection of Anomalies in Machine Tools in ISA Transactions: The Journal of Automation (2021).(in press)
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Recommendations for Data-Driven Degradation Estimation with Case Studies from Manufacturing and Dry-Bulk Shipping in Research Challenges in Information Science (RCIS) (2021). 189–204.
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Serverless Applications:Why, When, and How? in IEEE Software (2021). 38(1) 32–39.
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Machine Learning Model Update Strategies for Hard Disk Drive Failure Prediction in 20th IEEE International Conference on Machine Learning and Applications (ICMLA) (2021).(to appear)
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Serverless Computing (Dagstuhl Seminar 21201) in Dagstuhl Reports, (C. Abad; I. T. Foster; N. Herbst; A. Iosup, Hrsg.) (2021). 11(4) 34–93.
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SPEC Research Group Newsletter, vol. 3 no. 2 (2021, April).Published by Standard Performance Evaluation Corporation (SPEC)
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Auswirkungen der COVID-19-Pandemie auf Sportlerinnen und Sportler in Deutschland in 53. asp Jahrestagung (2021).
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SARDE: A Framework for Continuous and Self-Adaptive Resource Demand Estimation in ACM Transactions on Autonomous and Adaptive Systems (2021). 15(2)
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Establishing a cardiac training group for patients with heart failure: the “HIP-in-Würzburg” study in Clinical Research in Cardiology (2021). 1–10.
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Utility-based Vehicle Routing Integrating User Preferences in Proceedings of 3rd International Workshop on Pervasive Computing for Vehicular Systems (PerVehicle), 2021 (2021).
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A Predictive Maintenance Methodology: Predicting the Time-to-Failure of Machines in Industry 4.0 in Proceedings of the 21st IEEE IES International Conference on Industrial Informatics (2021).
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Libra: A Benchmark for Time Series Forecasting Methods in Proceedings of the 12th ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
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Performance Impact Analysis of Securing MQTT Using TLS in 2021 ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
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Towards a Group Encryption Scheme Benchmark: A View on Centralized Schemes with focus on IoT in 2021 ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
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Towards a Mobile Robot Localization Benchmark with Challenging Sensordata in an Industrial Environment in 2021 20th International Conference on Advanced Robotics (ICAR) (2021). 857–864.
2020[ to top ]
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A Review of Serverless Use Cases and their Characteristics (2020).
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Elasticity of Cloud Platforms in Systems Benchmarking: For Scientists and Engineers, S. Kounev, K.-D. Lange, J. von Kistowski (Hrsg.) (2020). 319–340.
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An Overview of Design Patterns for Self-Adaptive Systems in the Context of the Internet of Things in IEEE Access (2020).
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Learning to Learn in Collective Adaptive Systems: Mining Design Pattern for Data-driven Reasoning in 2020 IEEE International Conference on Autonomic Computing and Self-Organizing Systems Companion (ACSOS-C) (2020). 121–126.
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Evaluating the Performance of a State-of-the-Art Group-oriented Encryption Scheme for Dynamic Groups in an IoT Scenario in 2020 IEEE 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020).Acceptance Rate: 27%
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Incremental Calibration of Architectural Performance Models with Parametric Dependencies in 2020 IEEE International Conference on Software Architecture (ICSA 2020) (2020). 23–34.
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REACT: A Model-Based Runtime Environment for Adapting Communication Systems in Proceedings of the IEEE International Conference on Autonomic Computing and Self-Organizing Systems (ACSOS 2020) (2020).
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A Framework for Time Series Preprocessing and History-based Forecasting Method Recommendation in Proceedings of the 15th Conference on Computer Science and Information Systems (FedCSIS): Data Mining Competition of the International Symposium on Advanced Artificial Intelligence in Applications (2020).
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Predicting Performance Degradations of Black-box Microservice Applications (2020).
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Survey and Experimental Comparison of RGB-D Indoor Robot Navigation Methods Supported by ROS and Their Expansion via Fusion with Wheel Odometry and IMU Data in International Journal of Mechanical Engineering and Robotics Research (IJMERR), (P. R. (Chunhui) Yang, Hrsg.) (2020). 9(12) 1532–1540.
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A Survey on Human Machine Interaction in Industry 4.0 (2020).
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Systems Benchmarking (2020). (1. Aufl.) Springer International Publishing.
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Performance, Power, and Energy-Efficiency Impact Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite in 2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC) (2020). 292–301.
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Intra-individual physiological response of recreational runners to different training mesocycles: a randomized cross-over study in European Journal of Applied Physiology (2020). 1–9.
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Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS in 2020 28th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS) (2020). 1–8.Acceptance Rate: 27%
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The impact of the German strategy for containment of Coronavirus SARS-CoV-2 on the training characteristics, physical activity, sleep of highly trained kayakers and canoeists: A retrospective observational study in Frontiers in Sports and Active Living (2020). 2 127.
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SIMPL: Secure IoT Management Platform in ITG Workshop on IT Security (ITSec) (2020).
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Quantifying measurement quality and load distribution in Tor in Proceedings of the 36th Annual Computer Security Applications Conference (ACSAC 2020) (2020).
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An IoT Network Emulator for Analyzing the Influence of Varying Network Quality in Proceedings of the 12th EAI International Conference on Simulation Tools and Techniques (SIMUtools) (2020).
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A Survey on Predictive Maintenance for Industry 4.0 (2020).
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Toward a Framework for Self-Learning Adaptation Planning through Optimization in Organic Computing: Doctoral Dissertation Colloquium 2020 (2020).
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Methodological Principles for Reproducible Performance Evaluation in Cloud Computing in Software Engineering 2020, Fachtagung des GI-Fachbereichs Softwaretechnik, 24.-28. Februar 2020, Innsbruck, Austria, M. Felderer, W. Hasselbring, R. Rabiser, R. Jung (Hrsg.) (2020). (Bd. P-300) 93–94.
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Predicting the Costs of Serverless Workflows in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020). 265–276.Acceptance Rate: 23.4% (15/64)
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SPEC Research Group Newsletter, vol. 3 no. 1 (2020, April).Published by Standard Performance Evaluation Corporation (SPEC)
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Predicting Failures by Means of Machine Learning Methods on the Example of an Industrial Press Thesis; University of Würzburg; Am Hubland, Informatikgebäude, 97074 Würzburg, Germany. (2020, Februar).
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An Automated Forecasting Framework based on Method Recommendation for Seasonal Time Series in Proceedings of the ACM/SPEC International Conference on Performance Engineering (2020). 48–55.
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Towards a Self-Aware Prediction of Critical States in Organic Computing: Doctoral Dissertation Colloquium 2020, S. Tomforde, C. Krupitzer (Hrsg.) (2020).(to appear)
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A Concept for Crowd-sensed Prediction of Mobile Network Connectivity in GI/ITG Workshop on Machine Learning in the Context of Communication Networks 2020 (2020).
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Telescope: An Automatic Feature Extraction and Transformation Approach for Time Series Forecasting on a Level-Playing Field in Proceedings of the 36th International Conference on Data Engineering (ICDE) (2020).
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Model-based Performance Predictions for SDN-based Networks: A Case Study in Proceedings of the 20th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (2020).
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Energy Efficiency Analysis of Compiler Optimizations on the SPEC CPU 2017 Benchmark Suite in Proceedings of the 11th ACM/SPEC International Conference on Performance Engineering (ICPE 2020) (2020).
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Introduction to the Special Issue ``Applications in Self-Aware Computing Systems and their Evaluation’’ (2020).
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Microservices: A Performance Tester’s Dream or Nightmare? in Proceedings of the 2020 ACM/SPEC International Conference on Performance Engineering (ICPE) (2020).Acceptance Rate: 23.4% (15/64), ACM Artifacts Evaluated — Functional
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Beyond Microbenchmarks: The SPEC-RG Vision for A Comprehensive Serverless Benchmark in Companion of the 2020 ACM/SPEC International Conference on Performance Engineering (2020).
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Time Series Forecasting for Self-Aware Systems in Proceedings of the IEEE (2020). 108(7) 1068–1093.
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Towards Self-Aware Multirotor Formations in Computers (2020). 9(7)Special Issue on Self-Aware Computing
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To Fail Or Not To Fail: Predicting Hard Disk Drive Failure Time Windows in Proceedings of the 20th International GI/ITG Conference on Measurement, Modelling and Evaluation of Computing Systems (2020). 19–36.
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A Taxonomy of Techniques for SLO Failure Prediction in Software Systems in Computers (2020). 9(1) 10.
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Optimizing Parametric Dependencies for Incremental Performance Model Extraction in Companion of the 14th European Conference Software Architecture (ECSA 2020), H. Muccini, P. Avgeriou, B. Buhnova, J. Cámara, M. Caporuscio, M. Franzago, A. Koziolek, P. Scandurra, C. Trubiani, D. Weyns, U. Zdun (Hrsg.) (2020). (Bd. 1269) 228–240.
2019[ to top ]
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Performance Influence of Security Function Chain Ordering in Companion of the 2019 ACM/SPEC International Conference on Performance Engineering (2019). 45–46.