Ivona Brandić

Most-cited papers

AI for Next Generation Computing: Emerging Trends and Future Directions
S. S. Gill, Min-Xian Xu, C. Ottaviani, Panos Patros +18 more
2022Internet of Things531 citations Open access
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A survey on service quality description
K. Kritikos, Barbara Pernici, P. Plebani, C. Cappiello +6 more
2013CSUR361 citations Open access
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Cloud Computing
Toni Mastelić, Ariel Oleksiak, Holger Claussen, Ivona Brandić +2 more
2014ACM Computing Surveys192 citations Open access
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Adaptive resource configuration for Cloud infrastructure management
M. Maurer, Ivona Brandić, R. Sakellariou
2013Future generations computer systems134 citations Open access
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An interoperable and self-adaptive approach for SLA-based service virtualization in heterogeneous Cloud environments
Attila Kertesz, Gábor Kecskeméti, Ivona Brandić
2014Future generations computer systems85 citations Open access
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Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services
Atakan Aral, Ivona Brandić
2021IEEE Transactions on Parallel and Distributed Systems67 citations Open access
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First Hop Mobile Offloading of DAG Computations
V. De Maio, Ivona Brandić
2018IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing61 citations
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Automatic SLA Matching and Provider Selection in Grid and Cloud Computing Markets
Christoph Redl, Ivan Brešković, Ivona Brandić, S. Dustdar
20122012 ACM/IEEE 13th International Conference on Grid Computing57 citations Open access
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Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures
Hao Zhou, Atakan Aral, Ivona Brandić, M. Erol-Kantarci
2021IEEE Internet of Things Journal56 citations Open access
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Recent Trends in Energy-Efficient Cloud Computing
Toni Mastelić, Ivona Brandić
2015IEEE Cloud Computing55 citations
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Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review
Suejb Memeti, S. Pllana, A. Binotto, J. Kołodziej +1 more
2018Computing52 citations Open access
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Dependency Mining for Service Resilience at the Edge
Atakan Aral, Ivona Brandić
2018IFIP International Information Security Conference44 citations
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A hybrid cloud controller for vertical memory elasticity: A control-theoretic approach
Soodeh Farokhi, Pooyan Jamshidi, Ewnetu Bayuh Lakew, Ivona Brandić +1 more
2016Future generations computer systems44 citations
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Paving the Way to Hybrid Quantum-Classical Scientific Workflows
S. S. Cranganore, V. De Maio, Ivona Brandić, Ewa Deelman
2024Future generations computer systems43 citations Open access
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Coordinating CPU and Memory Elasticity Controllers to Meet Service Response Time Constraints
Soodeh Farokhi, Ewnetu Bayuh Lakew, C. Klein, Ivona Brandić +1 more
2015International Conference on Cloud and Autonomic Computing43 citations
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Addressing Application Latency Requirements through Edge Scheduling
Atakan Aral, Ivona Brandić, Rafael Brundo Uriarte, R. de Nicola +1 more
2019Journal of Grid Computing42 citations Open access
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Scheduling Latency-Sensitive Applications in Edge Computing
Vincenzo Scoca, Atakan Aral, Ivona Brandić, R. de Nicola +1 more
2018International Conference on Cloud Computing and Services Science40 citations Open access
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Increasing Traffic Safety with Real-Time Edge Analytics and 5G
Ivan Lujic, Vincenzo De Maio, Klaus Pollhammer, Ivan Bodrozic +2 more
2021EdgeSys@EuroSys34 citations
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M4Cloud - Generic Application Level Monitoring for Resource-shared Cloud Environments
Toni Mastelić, Vincent C. Emeakaroha, M. Maurer, Ivona Brandić
2012International Conference on Cloud Computing and Services Science31 citations Open access
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Multi-Objective Mobile Edge Provisioning in Small Cell Clouds
V. De Maio, Ivona Brandić
2019International Conference on Performance Engineering30 citations
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Self-adaptation Challenges for Cloud-based Applications: A Control Theoretic Perspective
Soodeh Farokhi, Pooyan Jamshidi, Ivona Brandić, E. Elmroth
201530 citations
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Staleness Control for Edge Data Analytics
Atakan Aral, M. Erol-Kantarci, Ivona Brandić
2020Measurement and Modeling of Computer Systems29 citations Open access
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On the Future of Cloud Engineering
David Bermbach, A. Chandra, C. Krintz, A. Gokhale +6 more
20212021 IEEE International Conference on Cloud Engineering (IC2E)28 citations Open access
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Efficient Edge Storage Management Based on Near Real-Time Forecasts
Ivan Lujic, V. De Maio, Ivona Brandić
2017International Conference on Fog and Edge Computing28 citations
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Preparing HPC Applications for Exascale: Challenges and Recommendations
E. Ábrahám, C. Bekas, Ivona Brandić, S. Genaim +4 more
2015International Conference on Network-Based Information Systems27 citations Open access
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SLA enactment for large-scale healthcare workflows on multi-Cloud
F. Jrad, J. Tao, Ivona Brandić, A. Streit
2015Future generations computer systems27 citations
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Creating standardized products for electronic markets
Ivan Brešković, J. Altmann, Ivona Brandić
2013Future generations computer systems27 citations
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Economics of Grids, Clouds, Systems, and Services
Dražen Lučanin, F. Jrad, Ivona Brandić, Achim Streit
2014Lecture Notes in Computer Science26 citations Open access
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Quality of Service Channelling for Latency Sensitive Edge Applications
Atakan Aral, Ivona Brandić
2017International Conference on Edge Computing [Services Society]24 citations
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Cloud resource provisioning and SLA enforcement via LoM2HiS framework
Vincent C. Emeakaroha, Ivona Brandić, M. Maurer, S. Dustdar
2013Concurrency and Computation24 citations
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Predicting Resource Allocation and Costs for Business Processes in the Cloud
Toni Mastelić, W. Fdhila, Ivona Brandić, S. Rinderle-Ma
20152015 IEEE World Congress on Services23 citations
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Managing and Optimizing Bioinformatics Workflows for Data Analysis in Clouds
Vincent C. Emeakaroha, M. Maurer, Patrick J. Stern, Pawel P. Labaj +2 more
2013Journal of Grid Computing23 citations
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FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN
Paul Joe Maliakel, Shashikant Ilager, Ivona Brandić
2024EdgeSys@EuroSys22 citations Open access
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Performance-Based Vertical Memory Elasticity
Soodeh Farokhi, Pooyan Jamshidi, Dražen Lučanin, Ivona Brandić
2015International Conference on Automation and Computing22 citations
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Energy and Profit-Aware Proof-of-Stake Offloading in Blockchain-based VANETs
V. De Maio, Rafael Brundo Uriarte, Ivona Brandić
2019International Conference on Utility and Cloud Computing21 citations
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ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks
Atakan Aral, V. De Maio, Ivona Brandić
2022IEEE Transactions on Sustainable Computing20 citations Open access
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Fuzzy Handoff Control in Edge Offloading
Fani Basic, Atakan Aral, Ivona Brandić
2019International Conference on Fog Computing20 citations
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Pervasive Cloud Controller for Geotemporal Inputs
Dražen Lučanin, Ivona Brandić
2016IEEE Transactions on Cloud Computing20 citations Open access
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HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments
Soodeh Farokhi, F. Jrad, Ivona Brandić, A. Streit
2014International Conference on Cloud Computing and Services Science20 citations Open access
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Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement
Sabtain Ahmad, Halit Uyanık, Tolga Ovatman, Mehmet Tahir Sandikkaya +3 more
2023IEEE Internet of Things Journal19 citations Open access
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An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge
Alessandro Tundo, M. Mobilio, Shashikant Ilager, Ivona Brandić +2 more
2023International Conference on Automated Software Engineering18 citations Open access
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Energy monitoring as an essential building block towards sustainable ultrascale systems
F. Almeida, M. D. de Assunção, J. Barbosa, V. Blanco +11 more
2017Sustainable Computing: Informatics and Systems17 citations Open access
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Adaptive Recovery of Incomplete Datasets for Edge Analytics
Ivan Lujic, V. De Maio, Ivona Brandić
2018International Conference on Fog and Edge Computing16 citations
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Performance-Based Pricing in Multi-Core Geo-Distributed Cloud Computing
Dražen Lučanin, Ilia Pietri, Simon Holmbacka, Ivona Brandić +2 more
2018IEEE Transactions on Cloud Computing16 citations Open access
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Towards a Multi-objective VM Reassignment for Large Decentralised Data Centres
Takfarinas Saber, Anthony Ventresque, Ivona Brandić, James Thorburn +1 more
2015International Conference on Utility and Cloud Computing16 citations Open access
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A Cloud Controller for Performance-Based Pricing
Draen Lucanin, Ilia Pietri, Ivona Brandić, R. Sakellariou
2015IEEE International Conference on Cloud Computing15 citations Open access
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SEA-LEAP: Self-Adaptive and Locality-Aware Edge Analytics Placement
Ivan Lujic, V. De Maio, S. Venugopal, Ivona Brandić
2022IEEE Transactions on Services Computing13 citations
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A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature
Shashikant Ilager, A. Toosi, Mayank Jha, Ivona Brandić +1 more
2023International Conference on Utility and Cloud Computing12 citations Open access
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EFPO: Energy Efficient and Failure Predictive Edge Offloading
Josip Zilic, Atakan Aral, Ivona Brandić
2019International Conference on Utility and Cloud Computing12 citations
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A Review of Machine Learning and Meta-heuristic Methods for Scheduling Parallel Computing Systems
Suejb Memeti, S. Pllana, A. Binotto, J. Kołodziej +1 more
2018International Conference on Learning and Optimization Algorithms12 citations
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