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Ivona Brandic

Ivona Brandic

D-Index & Metrics

Computer Science

D-Index
37
Citations
14965
World Ranking
10446
National Ranking
91

Overview

Ivona Brandic is affiliated with TU Wien in Austria and has a research focus primarily within the field of Computer Science. Their work covers multiple subfields including Computer Networks and Communications, Artificial Intelligence, Information Systems, Electrical and Electronic Engineering, and Control and Systems Engineering.

The scientist has contributed extensively to topics such as IoT and Edge/Fog Computing, Cloud Computing and Resource Management, Blockchain Technology Applications and Security, Air Quality Monitoring and Forecasting, Quantum Computing Algorithms and Architecture, Scientific Computing and Data Management, and Age of Information Optimization.

Ivona Brandic's recent publications include the following papers:

  • AI for next generation computing: Emerging trends and future directions, 2022, Internet of Things
  • Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services, 2020, IEEE Transactions on Parallel and Distributed Systems
  • Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures, 2021, IEEE Internet of Things Journal
  • The computing continuum: From IoT to the cloud, 2024, Internet of Things
  • Towards an Integrated Platform for Big Data Analysis, 2020, arXiv (Cornell University)

The scientist frequently publishes in venues such as arXiv (Cornell University), Zenodo (CERN European Organization for Nuclear Research), Internet of Things, IEEE Internet of Things Journal, and IEEE Transactions on Services Computing.

Collaborations have been a significant part of their research activities, with notable co-authors including:

  • Shashikant Ilager
  • Atakan Aral
  • Vincenzo De Maio
  • Melike Erol-Kantarci
  • Alessandro Tundo

Best Publications

  • Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility

    Rajkumar Buyya;Chee Shin Yeo;Srikumar Venugopal;James Broberg

  • AI for Next Generation Computing: Emerging Trends and Future Directions

    Unknown

  • Cloud Computing: Survey on Energy Efficiency

    Toni Mastelic;Ariel Oleksiak;Holger Claussen;Ivona Brandic

  • Low level Metrics to High level SLAs - LoM2HiS framework: Bridging the gap between monitored metrics and SLA parameters in cloud environments

    Vincent C. Emeakaroha;Ivona Brandic;Michael Maurer;Schahram Dustdar

  • A survey on service quality description

    Kyriakos Kritikos;Barbara Pernici;Pierluigi Plebani;Cinzia Cappiello

  • Towards autonomic detection of SLA violations in Cloud infrastructures

    Vincent C. Emeakaroha;Marco A. S. Netto;Rodrigo N. Calheiros;Ivona Brandic

  • Monitoring and Analyzing Influential Factors of Business Process Performance

    Branimir Wetzstein;Philipp Leitner;Florian Rosenberg;Ivona Brandic

  • Adaptive resource configuration for Cloud infrastructure management

    Michael Maurer;Ivona Brandic;Rizos Sakellariou

  • Compliant Cloud Computing (C3): Architecture and Language Support for User-Driven Compliance Management in Clouds

    Ivona Brandic;Schahram Dustdar;Tobias Anstett;David Schumm

  • SLA-Aware Application Deployment and Resource Allocation in Clouds

    Vincent C. Emeakaroha;Ivona Brandic;Michael Maurer;Ivan Breskovic

  • Towards Self-Manageable Cloud Services

    Ivona Brandic

  • CASViD: Application Level Monitoring for SLA Violation Detection in Clouds

    Vincent C. Emeakaroha;Tiago C. Ferreto;Marco. A. S. Netto;Ivona Brandic

  • QoS support for time-critical grid workflow applications

    I. Brandic;S. Benkner;G. Engelbrecht;R. Schmidt

  • An SLA-based resource virtualization approach for on-demand service provision

    Attila Kertesz;Gabor Kecskemeti;Ivona Brandic

  • Cost-benefit analysis of an SLA mapping approach for defining standardized Cloud computing goods

    Michael Maurer;Vincent C. Emeakaroha;Ivona Brandic;JöRn Altmann

  • Energy-efficient and SLA-aware management of IaaS clouds

    Damien Borgetto;Michael Maurer;Georges Da-Costa;Jean-Marc Pierson

  • An interoperable and self-adaptive approach for SLA-based service virtualization in heterogeneous Cloud environments

    A. Kertesz;G. Kecskemeti;I. Brandic

  • Enacting SLAs in clouds using rules

    Michael Maurer;Ivona Brandic;Rizos Sakellariou

  • LAYSI: A Layered Approach for SLA-Violation Propagation in Self-Manageable Cloud Infrastructures

    Ivona Brandic;Vincent C. Emeakaroha;Michael Maurer;Schahram Dustdar

  • VGE - A Service-Oriented Grid Environment for On-Demand Supercomputing

    Siegfried Benkner;Ivona Brandic;Gerhard Engelbrecht;Rainer Schmidt

  • Revealing the MAPE loop for the autonomic management of Cloud infrastructures

    Michael Maurer;Ivan Breskovic;Vincent C. Emeakaroha;Ivona Brandic

Frequent Co-Authors

Rizos Sakellariou
Rizos Sakellariou University of Manchester
Rajkumar Buyya
Rajkumar Buyya University of Melbourne
Barbara Pernici
Barbara Pernici Polytechnic University of Milan
Melike Erol-Kantarci
Melike Erol-Kantarci University of Ottawa
Srikumar Venugopal
Srikumar Venugopal IBM Research - Ireland
Joanna Kolodziej
Joanna Kolodziej NASK National Research Institute
Erik Elmroth
Erik Elmroth Umeå University
Frank Leymann
Frank Leymann University of Stuttgart
Aniruddha Gokhale
Aniruddha Gokhale Vanderbilt University

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