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D-Index & Metrics

Computer Science

D-Index
43
Citations
7215
World Ranking
8026
National Ranking
393

Overview

Samuel Kounev is affiliated with the University of Würzburg in Germany. Their research output spans key areas in computer science and engineering, with a specific focus on software system performance and reliability, IoT and edge/fog computing, cloud computing and resource management, and time series analysis and forecasting.

The scientist has contributed extensively to various subfields, prominently computer networks and communications, information systems, artificial intelligence, computer vision and pattern recognition, and industrial and manufacturing engineering.

Frequent publication venues for Kounev include:

  • arXiv (Cornell University)
  • Zenodo (CERN European Organization for Nuclear Research)
  • Journal of Systems and Software
  • Communications of the ACM
  • Applied Intelligence

Notable recent papers authored or co-authored by Samuel Kounev are:

  • An Overview on Approaches for Coordination of Platoons (2021, IEEE Transactions on Intelligent Transportation Systems)
  • A literature review of IoT and CPS-What they are, and what they are not (2023, Journal of Systems and Software)
  • A Survey on Predictive Maintenance for Industry 4.0 (2020, arXiv (Cornell University))
  • People Detection with Depth Silhouettes and Convolutional Neural Networks on a Mobile Robot (2021, Journal of Image and Graphics)
  • A machine learning-based workflow for automatic detection of anomalies in machine tools (2021, ISA Transactions)

Samuel Kounev has also collaborated frequently with several researchers, including:

  • Christian Krupitzer
  • André Bauer
  • Veronika Lesch
  • Thomas Prantl
  • Robert Leppich

The main research topics covered in their work involving multiple publications include:

  • Software System Performance and Reliability
  • IoT and Edge/Fog Computing
  • Cloud Computing and Resource Management
  • Time Series Analysis and Forecasting
  • Software Engineering Research
  • Cryptography and Data Security
  • Security in Wireless Sensor Networks

Best Publications

  • Elasticity in Cloud Computing: What It Is, and What It Is Not.

    Nikolas Roman Herbst;Samuel Kounev;Ralf H. Reussner

  • Self-adaptive workload classification and forecasting for proactive resource provisioning

    Nikolas Roman Herbst;Nikolaus Huber;Samuel Kounev;Erich Amrehn

  • Performance Modeling and Evaluation of Distributed Component-Based Systems Using Queueing Petri Nets

    S. Kounev

  • Evaluating Computer Intrusion Detection Systems: A Survey of Common Practices

    Aleksandar Milenkoski;Marco Vieira;Samuel Kounev;Alberto Avritzer

  • Metrics and techniques for quantifying performance isolation in cloud environments

    Rouven Krebs;Christof Momm;Samuel Kounev

  • EVALUATING AND MODELING VIRTUALIZATION PERFORMANCE OVERHEAD FOR CLOUD ENVIRONMENTS

    Nikolaus Huber;Marcel von Quast;Michael Hauck;Samuel Kounev

  • ARCHITECTURAL CONCERNS IN MULTI-TENANT SaaS APPLICATIONS

    Rouven Krebs;Christof Momm;Samuel Kounev

  • TeaStore: A Micro-Service Reference Application for Benchmarking, Modeling and Resource Management Research

    Joakim von Kistowski;Simon Eismann;Norbert Schmitt;Andre Bauer

  • Performance modelling of distributed e-business applications using Queuing Petri Nets

    S. Kounev;A. Buchmann

  • SimQPN: a tool and methodology for analyzing queueing Petri net models by means of simulation

    Samuel Kounev;Alejandro Buchmann

  • Modeling of Aggregated IoT Traffic and Its Application to an IoT Cloud

    Florian Metzger;Tobias Hobfeld;Andre Bauer;Samuel Kounev

  • The Notion of Self-aware Computing

    Samuel Kounev;Peter R. Lewis;Kirstie L. Bellman;Nelly Bencomo

  • An overview on approaches for coordination of platoons

    Veronika Lesch;Martin Breitbach;Michele Segata;Christian Becker

  • Automated extraction of architecture-level performance models of distributed component-based systems

    Fabian Brosig;Nikolaus Huber;Samuel Kounev

  • Performance evaluation of message-oriented middleware using the SPECjms2007 benchmark

    Kai Sachs;Samuel Kounev;Jean Bacon;Alejandro Buchmann

  • Performance modeling and evaluation of large-scale J2EE applications

    Samuel Kounev;Alejandro P. Buchmann

  • Evaluating Approaches to Resource Demand Estimation

    Simon Spinner;Giuliano Casale;Fabian Brosig;Samuel Kounev

  • Model-based self-adaptive resource allocation in virtualized environments

    Nikolaus Huber;Fabian Brosig;Samuel Kounev

  • Towards Self-Aware Performance and Resource Management in Modern Service-Oriented Systems

    Samuel Kounev;Fabian Brosig;Nikolaus Huber;Ralf Reussner

  • Quantitative Evaluation of Model-Driven Performance Analysis and Simulation of Component-Based Architectures

    Fabian Brosig;Philipp Meier;Steffen Becker;Anne Koziolek

  • Automated extraction of palladio component models from running enterprise Java applications

    Fabian Brosig;Samuel Kounev;Klaus Krogmann

Frequent Co-Authors

Alejandro Buchmann
Alejandro Buchmann Technical University of Darmstadt
Ralf Reussner
Ralf Reussner Karlsruhe Institute of Technology
Marco Vieira
Marco Vieira University of North Carolina at Charlotte
Alexandru Iosup
Alexandru Iosup Vrije Universiteit Amsterdam
Holger Giese
Holger Giese Hasso Plattner Institute
Phuoc Tran-Gia
Phuoc Tran-Gia University of Würzburg
Nelly Bencomo
Nelly Bencomo Durham University
Florian Rosenberg
Florian Rosenberg IBM (United States)
Wilhelm Hasselbring
Wilhelm Hasselbring Kiel University

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