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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2022[ to top ]
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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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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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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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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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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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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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Leveraging Kubernetes Source Code for Performance Simulation (2022).
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MiSim: A Simulator for Resilience Assessment of Microservice-based Architectures in Proceedings of the IEEE 22nd International Conference on Software Quality, Reliability, and Security (QRS 2022) (2022).In print.
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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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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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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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Proactive Critical Event Prediction based on Monitoring Data with Focus on Technical Systems Thesis; Universität Würzburg. (2022).
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Self-Aware Optimization of Adaptation Planning Strategies in ACM Transactions on Autonomous and Adaptive Systems (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 - Introducing the Predictive Data Analytics Working Group in Companion of the 2022 ACM/SPEC International Conference on Performance Engineering (2022).
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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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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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Model Learning for Performance Prediction of Cloud-native Microservice Applications Thesis; Universität Würzburg. (2022, März).Distinction
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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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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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SPEC Research Group Newsletter, Issue 11 (2022, April).Published by Standard Performance Evaluation Corporation (SPEC)
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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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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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Measurement, Modeling, and Emulation of Power Consumption of Distributed Systems (2022, Juni).
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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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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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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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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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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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A data-driven Sensor Model for LIDAR Range Measurements used for Mobile Robot Navigation in Proceedings of the IEEE IRC 2022 Conference (2022).
2021[ to top ]
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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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Automatisierte Hybride Zeitreihenprognose in Ausgezeichnete Informatikdissertationen 2020, S. Hölldobler (Hrsg.) (2021). 29–38.
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A Case Study on Optimization of Warehouses in arXiv preprint arXiv:2112.12058 (2021).
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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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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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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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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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Attack-aware Security Function Management Thesis; Universität Würzburg. (2021, Januar).
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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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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.
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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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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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Tackling the Rich Vehicle Routing Problem with Nature-Inspired Algorithms in Applied Intelligence (2021). 52 9476–9500.
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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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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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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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Container Start Times: Empirical Analysis and Predictability (2021).
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Automated Hybrid Time Series Forecasting: Design, Benchmarking, and Use Cases Thesis; Universität Würzburg. (2021).
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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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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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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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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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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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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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Serverless Applications:Why, When, and How? in IEEE Software (2021). 38(1) 32–39.
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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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A Case Study on Optimization of Warehouses (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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Performance Impact Analysis of Securing MQTT Using TLS in 2021 ACM/SPEC International Conference on Performance Engineering (ICPE) (2021).
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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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Auswirkungen der COVID-19-Pandemie auf Sportlerinnen und Sportler in Deutschland in 53. asp Jahrestagung (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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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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SPEC Research Group Newsletter, vol. 3 no. 2 (2021, April).Published by Standard Performance Evaluation Corporation (SPEC)
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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 Case Study on Optimization of Platooning Coordination (2021).
2020[ to top ]
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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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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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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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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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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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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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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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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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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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Systems Benchmarking (2020). (1. Aufl.) Springer International Publishing.
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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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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.
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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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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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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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SPEC Research Group Newsletter, vol. 3 no. 1 (2020, April).Published by Standard Performance Evaluation Corporation (SPEC)
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A Survey on Human Machine Interaction in Industry 4.0 (2020).
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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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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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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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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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Toward a Framework for Self-Learning Adaptation Planning through Optimization in Organic Computing: Doctoral Dissertation Colloquium 2020 (2020).
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A Review of Serverless Use Cases and their Characteristics (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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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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Introduction to the Special Issue ``Applications in Self-Aware Computing Systems and their Evaluation’’ (2020).
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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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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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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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Time Series Forecasting for Self-Aware Systems in Proceedings of the IEEE (2020). 108(7) 1068–1093.
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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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A Survey on Predictive Maintenance for Industry 4.0 (2020).
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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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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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SIMPL: Secure IoT Management Platform in ITG Workshop on IT Security (ITSec) (2020).
2019[ to top ]
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The SPEC-RG Reference Architecture for FaaS: From Microservices and Containers to Serverless Platforms in IEEE Internet Computing (2019). 23(6) 7–18.
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Measuring the Energy Efficiency of Transactional Loads on GPGPU in Proceedings of the 19th ACM/SPEC International Conference on Performance Engineering (2019).Best Industry Paper Award
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A survey on adaptive authentication in ACM Computing Surveys (2019). 52 Art. 80.
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Beyond position-awareness -- Extending a self-adaptive fall detection system in Pervasive and Mobile Computing (2019). 58
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The Organic Computing Doctoral Dissertation Colloquium: Status and Overview in 2019 in Proceedings of the INFORMATIK 2019 (Workshop-Beiträge) (2019).
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Discrete-Time Analysis of the Blockchain Distributed Ledger Technology in Proceedings of the 31st International Teletraffic Congress (ITC) (2019).
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Der Weg vom Internet-der-Dinge zum Internet-der-denkenden-Dinge (2019, Juni).
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Hands Off my Database: Ransomware Detection in Databases through Dynamic Analysis of Query Sequences (2019).
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Utilizing Clustering to Optimize Resource Demand Estimation Approaches in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 134–139.
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Designing a Generic Workflow for Frequency-based Feature Engineering of Sports Data Using Symbolic Fourier Approximation Thesis; University of Würzburg; Am Hubland, Informatikgebäude, 97074 Würzburg, Germany. (2019, September).
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An Approach for Domain-specific Data Extraction and Feature Engineering for Sports Data Analytics Thesis; University of Würzburg; Am Hubland, Informatikgebäude, 97074 Würzburg, Germany. (2019, Oktober).
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Exploring the Limitations of Statistical Response Time Models in Architectural Performance Models Thesis; University of Würzburg; Am Hubland, Informatikgebäude, 97074 Würzburg, Germany. (2019, Dezember).
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Erweiterung von Komponenten-basierten Performance Modellen für Micro-service Architekturen Thesis; University of Würzburg; Am Hubland, Informatikgebäude, 97074 Würzburg, Germany. (2019, Februar).
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Predicting Server Power Consumption from Standard Rating Results in Proceedings of the 19th ACM/SPEC International Conference on Performance Engineering (2019). 301–312.Full Paper Acceptance Rate: 18.6% (13/70)
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How is Performance Addressed in DevOps? in Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering (2019). 45–50.
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From the Internet-of-Things to the Internet-of-Thinking-Things (2019, Juli).
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Automation in Software Performance Engineering Based on a Declarative Specification of Concerns Thesis; Universität Würzburg. (2019).
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Online model learning for self-aware computing infrastructures in Journal of Systems and Software (2019). 147 1–16.
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TeaStore - A Micro-Service Application for Benchmarking, Modeling and Resource Management Research (2019, Februar).
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Towards Adaptive Car-to-Cloud Communication in Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops) (2019).
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Performance Oriented Dynamic Bypassing for Intrusion Detection Systems in Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering (2019). 159–166.
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Online Power Consumption Estimation for Functions in Cloud Applications in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC) (2019).
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Autonomic Forecasting Method Selection: Examination and Ways Ahead in Proceedings of the 16th IEEE International Conference on Autonomic Computing (ICAC) (2019).
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Systematic Search for Optimal Resource Configurations of Distributed Applications in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019). 120–125.
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Chamulteon: Coordinated Auto-Scaling of Micro-Services in Proceedings of the 39th IEEE International Conference on Distributed Computing Systems (ICDCS) (2019).
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SPEC Research Group Newsletter, vol. 2 no. 4 (2019, April).Published by Standard Performance Evaluation Corporation (SPEC)
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Best Practices for Time Series Forecasting in 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS*W) (2019).