Refereed publications in international peer reviewed journals and conference proceedings
Atakan Aral, Ivona Brandic. Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics. Autonomic Solutions for Parallel and Distributed Data Stream Processing (Auto-DaSP) Workshop, colocated with EuroPar 2018,
Turin, Italy, 27th-31st Aug. 2018. (accepted)
Suejb Memeti, Sabri Pllana, Alecio Binotto, Joanna Kolodziej, Ivona Brandic. Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review. Springer Computing, (to appear), DOI
Francisco Almeida, Marcos D. Assuncao, Jorge Barbosa, Vicente Blanco, Ivona Brandic, Georges Da Costa,
Manuel F. Dolz, Anne C. Elster, Mateusz Jarus, Helen D. Karatza, Laurent Lefevre, Ilias Mavridis, Ariel
Oleksiak, Anne-Cecile Orgerie, Jean-Marc Pierson. Energy Monitoring as an Essential Building Block Towards Sustainable Ultrascale Systems. Sustainable Computing, Informatics and Systems (to appear).
Drazen Lucanin, Ilia Pietri, Simon Holmbacka, Ivona Brandic, Johan Lilius and Rizos Sakellariou. Performance-Based Pricing in Multi-Core Geo-Distributed Cloud Computing, IEEE Transactions on Cloud Computing, DOI.
Ivan Lujic, Vincenzo de Maio, Ivona Brandic. Adaptive Recovery of Incomplete Datasets for Edge Analytics. 2nd IEEE International Conference on Fog and Edge Computing (ICFEC 2018), May 1-3, 2018, Washington DC, USA.
Vincenzo de Maio, Ivona Brandic. First Hop Mobile Offloading of DAG Computations. 18th IEEE/ACM
International Symposium on Cluster, Cloud and Grid Computing (IEEE/ACM CCGrid 2018),
Washington DC, USA, May 1-4, 2018.
Vincenzo Scoca, Atakan Aral, Ivona Brandic, Rocco De Nicola and Rafael Brundo Uriarte. Scheduling Latency-Sensitive Applications in Edge Computing. International Conference on Cloud Computing and Services Science, March 19 - 21, 2018 Funchal, Madeira, Portugal. best student paper award
Atakan Aral, Ivona Brandic. Quality of Service Channelling for Latency Sensitive Edge Applications. IEEE International Conference on Edge Computing (IEEE EDGE 2017). June 25-30 2017. Honolulu, Hawaii, USA.
Ivan Lujic, Vincenzo De Maio, Ivona Brandic. Efficient Edge Storage Management Based on Near Real-Time Forecasts. IEEE International Conference on Fog and Edge Computing (ICFEC 2017). May 14th 2017, Madrid, Spain.
Soodeh Farokhi, Pooyan Jamshidi, Ewnetu Bayuh Lakew, Ivona Brandic, Erik Elmroth. A hybrid cloud controller for vertical memory elasticity: A control-theoretic approach. Future Generation Comp. Syst. 65: 57-72 (2016)
Toni Mastelic, Andres Garcia Garcia, Ivona Brandic. Towards Uniform Management of Multi-Layered Cloud Services by applying Model-Driven Development. Journal of Systems and Software 121: 358-371 (2016) DOI.
Drazen Lucanin and Ivona Brandic. Pervasive Cloud Controller for Geotemporal Inputs. IEEE Trans. Cloud Computing 4(2): 180-195 (2016). Online version: DOI
Foued Jrad, Jie Tao, Ivona Brandic, Achim Streit. SLA Enactment for Large-scale Healthcare Workflows on Multi-Cloud. Future Generation Comp. Syst. 43-44: 135-148 (2015).
Toni Mastelic, Ivona Brandic. Recent Trends in Energy Efficient Cloud Computing. IEEE Cloud Computing 2(1): 40-47 (2015). preprint.
Takfarinas Saber, Anthony Ventresque, Ivona Brandic, James Thorburn, Liam Murphy. Towards a Multi-Objective VM Reassignment for Large Decentralised Data Centres. The 8th International Conference on Utility and Cloud Computing (UCC 2015), December 07-10, 2015, St. Raphael Resort, Limassol, Cyprus.
Toni Mastelic and Ivona Brandic. Data velocity scaling via dynamic monitoring frequency on ultrascale infrastructures. 7th IEEE International Conference on Cloud Computing Technology and Science (CloudCom 2015), Nov. 30 - Dec. 2, Vancouver, Canada.
Dmytro Grygorenko, Soodeh Farokhi, and Ivona Brandic. Cost-Aware VM Placement across Distributed DCs using Bayesian Networks. The 12th International Conference on Economics of Grids, Clouds, Systems, and Services (GECON 2015), Cluj-Napoca, Romania September 15 -17, 2015.
Soodeh Farokhi, Ewnetu Bayuh Lakew, Cristian Klein, Ivona Brandic, and Erik Elmroth. Coordinating CPU and Memory Elasticity Controllers to Meet Service Response Time Constraints. IEEE International Conference on Cloud
and Autonomic Computing (ICCAC), Cambridge, MA, USA, September 21-25, 2015.
Erika Abraham, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana and Achim Streit. Preparing HPC Applications for Exascale: Challenges and Recommendations, International Workshop on Advanced Distributed and Parallel Network Applications (ADPNA-2015), in conjunction with 18th International Conference on Network-Based Information Systems (NBiS-2015), Tamkang University, Taipei Campus, Taiwan September 2-4, 2015.
Soodeh Farokhi, Pooyan Jamshidi, Ivona Brandic, and Erik Elmroth, "Self-adaptation Challenges for Cloud-based Applications: A Control Theoretic Perspective , 10th International Workshop on Feedback Computing (Feedback Computing 2015), Seattle, USA, April 13, 2015.
Drazen Lucanin, Ilia Pietri, Ivona Brandic, Rizos Sakellariou. A Cloud Controller for Performance-Based Pricing. 7th International Conference on Cloud Computing, IEEE Cloud, June 27-July 2, 2015, New York, USA.
Toni Mastelic, Walid Fdhila, Ivona Brandic, Stefanie Rinderle-Ma. Predicting Resource Allocation and Costs for Business Processes in the Cloud. IEEE 11th World Congress on Services, June 27 - July 2, 2015, New York, USA.
S. Farokhi, P. Jamshidi, D. Lucanin, and I. Brandic, "Performance-based Vertical Memory Elasticity", 12th IEEE International Conference on Autonomic Computing (ICAC 2015), Gronoble, France, July 7-10, 2015.
Toni Mastelic, Jasmina Jasarevic and Ivona Brandic. CPU Performance Coefficient (CPU-PC): A Novel Performance Metric Based on
Real-time CPU Resource Provisioning in Time-shared Cloud Environments. 6th IEEE International Conference on Cloud Computing Technology and Science, (CloudCom 2014), Singapore 15-18 Dec. 2014, (accepted). preprint
Drazen Lucanin, Foued Jrad, Ivona Brandic and Achim Streit. Energy-Aware Cloud Management through Progressive SLA Specification. GECON 2014 - The 10th International Conference on Economics of Grids, Clouds, Systems, and Services, Cardiff, UK, September 16 - 18, 2014, (accepted). preprint
Foued Jrad, Jie Tao, Ivona Brandic and Achim Streit. Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications. The 4th International Conference on Cloud Computing and Services Science, CLOSER 2014, Barcelona, April 3-5 2014.
K. Kritikos, B. Pernici, P. Plebani, C. Cappiello, M. Comuzzi, S. Benbernou, I. Brandic, A. Kertesz, M. Parkin, M. Caro. A Survey on Service Quality Description. ACM Computing Surveys. 46 (1):1, 2013. Impact Factor 4,529.
Sarita Paudel, Markus Tauber, Ivona Brandic. Security Standards Taxonomy for Cloud Applications in Critical Infrastructure IT. The 8th International Conference for Internet Technology and Secured Transactions (ICITST-2013), December 9-12, 2013, London, UK
Simon Caton, Ivan Breskovic, Ivona Brandic. Making Self-Aware Electronic Markets a Reality: an Autonomic Methodology. 3rd International Conference on Cloud Computing, September 24-26, 2012 Wien, Austria.
Gabor Kecskemeti, Michael Maurer, Ivona Brandic, Attila Kertesz, Zsolt Nemeth and Schahram Dustdar. Facilitating self-adaptable Inter-Cloud management. 20th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing PDP 2012. Munich, Germany, 15-17 February, 2012.
Ivona Brandic, Schahram Dustdar. Grid vs. Cloud - A Technology Comparison. it - Information Technology Issue 4 / 2011
by Oldenbourg Wissenschaftsverlag GmbH.
Vincent Chimaobi Emeakaroha, Pawel Labaj, Michael Maurer, Ivona Brandic and David P. Kreil. Optimizing Bioinformatics Workflows for Data Analysis Using Cloud Management Techniques. The 6th Workshop on Workflows in Support of Large-Scale Science (WORKS11), in conjunction with Supercomputing 2011, Seattle, November 12-18, 2011.
Ivan Breskovic, Michael Maurer, Vincent C. Emeakaroha, Ivona Brandic, Schahram Dustdar. Cost-Efficient Utilization of Public SLA Templates in Autonomic Cloud Markets. 4th IEEE International Conference on Utility and Cloud Computing (UCC 2011), December 5-8, 2011, Melbourne, Australia
Michael Maurer, Ivona Brandic, and Rizos Sakellariou. Enacting SLAs in Clouds Using Rules, Euro-Par 2011, Bordeaux August 29th - September 2nd 2011, France.
Christoph Stoegerer, Ivona Brandic, Vincent C. Emeakaroha, Wolfgang Kastner, and Thomas Novak. Applying availability SLAs to Traffic Management Systems. IEEE Intelligent Transportation Systems Conference (ITSC 2011) Washington DC, USA - October 5-7, 2011.
Vincent C. Emeakaroha, Ivona Brandic, Michael Maurer, Ivan Breskovic. SLA-Aware Application Deployment and Resource Allocation in Clouds. The Second IEEE International Workshop on Emerging Applications for Cloud Computing (CloudApp 2011), In conjunction with the 35th Annual IEEE International Computer Software and Applications Conference Munich, Germany, July 18-21 2010.
Michael Maurer, Ivan Breskovic, Vincent C. Emeakaroha, Ivona Brandic. Revealing the MAPE Loop for the Autonomic Management of Cloud Infrastructures. Workshop on Management of Cloud Systems (MoCS 2011), in association with the IEEE Symposium on Computers and Communications (ISCC 2011), 8 June 2011, Kerkyra (Corfu) Greece.
Ivan Breskovic, Michael Maurer, Vincent C. Emeakaroha, Ivona Brandic, Jörn Altmann. Towards Autonomic Market Management in
Cloud Computing Infrastructures, International Conference on Cloud Computing and Services Science - CLOSER 2011, 7-9 May, 2011
Noordwijkerhout, the Netherlands. Acceptance rate 11%.
Attila Kertész, Gábor Kecskeméti, Ivona Brandic. Autonomic SLA-aware Service Virtualization for Distributed Systems. The 19th Euromicro International Conference on Parallel, Distributed and Network-Based Computing, Ayia Napa, Cyprus, February, 2011.
Michael Maurer, Vincent C. Emeakaroha, Ivona Brandic, Joern Altmann. Cost and Benefit of the SLA Mapping Approach for Defining Standardized
Goods in Cloud Computing Markets. International Conference on Utility and Cloud Computing (UCC 2010) in conjunction with the International Conference on Advanced Computing (ICoAC 2010), December 14-16, 2010, Chennai, India.
Irfan Ul Haq, Erich Schikuta, Ivona Brandic, Adrian Paschke, and Harold Boley. SLA Validation of Service Value Chains. The 9th International Conference on Grid and Cloud Computing (GCC 2010), Nanjing, China.
Irfan Ul Haq, Ivona Brandic, Erich Schikuta. SLA Validation in Layered Cloud Infrastructures. The 7th International Workshop on the Economics of Grids, Clouds, Systems, and Services, in conjunction with Europar 2010, Ischia, Italy, 2010.
Michael Maurer, Ivona Brandic, Vincent C. Emeakaroha, Schahram Dustdar. Towards Knowledge Management in Self-adaptable Clouds. IEEE 2010 Fourth International Workshop of Software Engineering for Adaptive Service-Oriented Systems (SEASS '10), in conjunction with ICWS 2010 and SCC 2010, Miami, Florida, USA, July 5-10, 2010.
Ivona Brandic, Vincent C. Emeakaroha, Michael Maurer, Sandor Acs, Attila Kertész, Gábor Kecskeméti, Schahram Dustdar (2010). LAYSI: A Layered Approach for SLA-Violation Propagation in Self-manageable Cloud Infrastructures. The First IEEE International Workshop on Emerging Applications for Cloud Computing (CloudApp 2010), In conjunction with the 34th Annual IEEE International Computer Software and Applications Conference Seoul, Korea, July 19-23 2010.
Vincent C. Emeakaroha, Ivona Brandic, Michael Maurer, Schahram Dustdar. Low Level Metrics to High Level SLAs - LoM2HiS framework: Bridging the gap between monitored metrics and SLA parameters in Cloud environments. The 2010 High Performance Computing and Simulation Conference (HPCS 2010), in conjunction with The 6th International Wireless Communications and Mobile Computing Conference (IWCMC 2010), June 28- July 2, 2010, Caen, France. (accepted and nominated for the best paper award.)
Marcel Risch, Ivona Brandic, Jörn Altmann. Using SLA Mapping to Increase Market Liquidity. Workshop on Non Functional Properties and Service Level Agreements Management in Service Oriented Computing Workshop (NFPSLAM-SOC'09).The 7th International Joint Conference on Service Oriented Computing, November 23-27 2009, Stockholm, Sweden.
Ivona Brandic. Towards Self-manageable Cloud Services. The Second IEEE International Workshop on Real-Time Service-Oriented Architecture and Applications (RTSOAA 2009). In conjunction with the 33rd Annual IEEE International Computer Software and Applications Conference. July 20 - 24, 2009, Seattle, Washington, USA.
Attila Kertész, Gábor Kecskeméti, Ivona Brandic. An SLA-based Resource Virtualization Approach for On-demand Service Provision. VTDC 2009 - The 3rd International Workshop on Virtualization Technologies in Distributed Computing. In conjunction with the 6th International Conference on Autonomic Computing and Communications Barcelona, Spain, June 15-19, 2009.
Ivona Brandic, Dejan Music, Schahram Dustdar. Service Mediation and Negotiation Bootstrapping as First Achievements Towards Self-adaptable Grid and Cloud
Services. Grids meet Autonomic Computing Workshop 2009 - GMAC09. In conjunction with the 6th International Conference on Autonomic Computing and Communications Barcelona, Spain, June 15-19, 2009.
Suraj Pandey, Christian Vecchiola, Rajkumar Buyya, Ivona Brandic, James Dobson, Michael Kearney. Gridbus Workflow Management System for Processing Scientific Application Workflows. The Second IEEE International Scalable Computing Challenge (SCALE 2009) at 9th International Symposium on Cluster Computing and the Grid (CCGrid 2009), Shanghai, China, 18-21 Mai 2009.
H. Gerndt, O. Rana, G. von Laszewski, W. Ziegler, I. Brandic et al.:
Towards Negotiation Bootstrapping and Service Mediation; Dagstuhl Seminar 09131: Service Level Agreements in Grids, Dagstuhl, Germany; 22.03.2009 - 27.03.2009; in: "09131 Abstracts Collection -- Service Level Agreements in Grids", Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 09131 (2009), ISSN: 1862-4405; S. 3.
S. Benkner, G. Engelbrecht, S.E. Middleton, I. Brandic, R. Schmidt.
End-to-End QoS Support for a Medical Grid Service Infrastructure.
New Generation Computing, Special Issue on Life Science Grid Computing, Ohmsha, Ltd., 2007. Impact Factor: 0.941.
S. Pllana, I. Brandic and S. Benkner.
A Survey of the State of the Art in Performance Modeling and Prediction of Parallel and Distributed Computing Systems.
International Journal of Computational Intelligence Research (IJCIR), 4(1), Research India Publications, 2007.
Ivona Brandic, Srikumar Venugopal, Michael Mattess, and Rajkumar Buyya, Towards a Meta-Negotiation Architecture for SLA-Aware Grid Services, Workshop on Service-Oriented Engineering and Optimizations 2008. In conjunction with International Conference on High Performance Computing 2008 (HiPC2008), Bangalore, India, December 17 - 20, 2008.
Ivona Brandic, Dejan Music, Schahram Dustdar, Srikumar Venugopal, and Rajkumar Buyya. Advanced QoS Methods for Grid Workflows Based on Meta-Negotiations and SLA-Mappings. The 3rd Workshop on Workflows in Support of Large-Scale Science. Page(s):1 - 10,
In conjunction with Supercomputing 2008, Austin, TX, USA, November 17, 2008, (DOI).
R. Schmidt, S. Benkner, I. Brandic, G. Engelbrecht.
Applying a component model to grid application services.
Tenth International Workshop on Component-Oriented Programming (WCOP2005), Glasgow, Scotland, July, 2005.
R. Schmidt, S. Benkner, I. Brandic, G. Engelbrecht.
Component based Applications Programming within a Service-Oriented Grid Environment.
Workshop on Component Models and Frameworks in High Performance Computing (Compframe 2005), Atlanta, GA, USA, June, 2005.
S. Benkner, I. Brandic, A. Dimitrov, G. Engelbrecht, R. Schmidt, N. Terziev.
Performance of Java Web Services Implementations. Proceedings International Conference on Web Services.
CSREA Press, Las Vegas, USA, June 2003.
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Massimo Villari, Ivona Brandic, and Francesco Tusa. Achieving Federated and Self-Manageable Cloud Infrastructures: Theory and Practice Release Date: May, 2012. IGI Global, 2012, 374 pages.
Michel Bagein, Jorge Barbosa,Vicente Blanco, Ivona Brandic,
Samuel Cremer, Sebastien Fremal, Helen D. Karatza, Laurent Lefevre,
Toni Mastelic, Ariel Oleksiak, Anne-Cecile Orgerie,
Georgios L. Stavrinides, Sebastien Varrette. Energy Efficiency for Ultrascale Systems : Challenges and
Trends from Nesus. Supercomputing Frontiers and Innovations, to appear. DOI
I. Brandic, V. Emeakaroha, M. Maurer, S. Dustdar. Including Energy Efficiency into Self-adaptable Cloud Services. Proceedings of the COST Action IC0804 on Energy Efficiency in Large Scale Distributed Systems 1st Year, J. Pierson, H. Hlavacs (Ed.), COST Office, 2010, (invited), ISBN: 978-2-917490-10-5, p. 84 - 87.
Ivona Brandic, Michael Maurer, Rizos Sakellariou. Simulating Autonomic SLA Enactment in Clouds
using Case Based Reasoning, Proceedings of the COST Action IC0804 - 2nd Year, 2011, p. 36 - 40.
Eugen Feller, Ivona Brandic. Focus Group "Energy and QoS-Aware Workload
Management in Clouds" 2011 Foreword. Proceedings of the COST Action IC0804 on Energy Efficiency in Large Scale Distributed Systems, 2nd Year, J. Pierson, H. Hlavacs (Ed.), COST Office 2011, p. 117.
Vincent C. Emeakaroha, Michael Maurer, Ivan Breskovic, Ivona Brandic. Time Shared VMs and Monitoring of Time Shared VMs. Proceedings of the COST Action IC0804 on Energy Efficiency in Large Scale Distributed Systems, 2nd Year, J. Pierson, H. Hlavacs (Ed.), COST Office, 2011, p. 47-51.
Michael Maurer, Ivona Brandic, Rizos Sakellariou.Enacting SLAs in Clouds Using Rules, Proceedings of the COST Action IC0804 on Energy Efficiency in Large Scale Distributed Systems, 2nd Year, J. Pierson, H. Hlavacs (Ed.), COST Office, 2011, p. 131-136.
Master's Thesis: "Web Service-Technologien und ihre Anwendung in der medizinischen Bildverarbeitung", in German, University of Vienna, October 2002. Advisor: S. Benkner
PhD Thesis: "Specification and Planning of Grid Workflows with Multiple Constraints", Technical University of Vienna, June 2007. First advisor: S. Benkner (Uni Vienna), second advisor E. Deelman (USC/ISI)
Habilitation Thesis. Autonomic Cloud Computing, June 2013. Vienna University of Technology