Ivona Brandic

Orcid: 0000-0001-7424-0208

Affiliations:
  • TU Wien, Vienna, Austria


According to our database1, Ivona Brandic authored at least 146 papers between 2003 and 2024.

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Bibliography

2024
The computing continuum: From IoT to the cloud.
Internet Things, 2024

Paving the way to hybrid quantum-classical scientific workflows.
Future Gener. Comput. Syst., 2024

DynaSplit: A Hardware-Software Co-Design Framework for Energy-Aware Inference on Edge.
CoRR, 2024

ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge.
CoRR, 2024

Exploring Channel Distinguishability in Local Neighborhoods of the Model Space in Quantum Neural Networks.
CoRR, 2024

FRESCO: Fast and Reliable Edge Offloading with Reputation-based Hybrid Smart Contracts.
CoRR, 2024

Generic and ML Workloads in an HPC Datacenter: Node Energy, Job Failures, and Node-Job Analysis.
CoRR, 2024

A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge Environments.
CoRR, 2024

On Optimizing Hyperparameters for Quantum Neural Networks.
CoRR, 2024

Machine Learning Workflows in the Computing Continuum for Environmental Monitoring.
Proceedings of the Computational Science - ICCS 2024, 2024

Proteus: Towards Intent-driven Automated Resource Management Framework for Edge Sensor Nodes.
Proceedings of the 14th Workshop on AI and Scientific Computing at Scale using Flexible Computing Infrastructures, 2024

FLIGAN: Enhancing Federated Learning with Incomplete Data using GAN.
Proceedings of the 7th International Workshop on Edge Systems, Analytics and Networking, 2024

Training Computer Scientists for the Challenges of Hybrid Quantum-Classical Computing.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023
Sustainable Environmental Monitoring via Energy and Information Efficient Multinode Placement.
IEEE Internet Things J., 2023

A Data-driven Analysis of a Cloud Data Center: Statistical Characterization of Workload, Energy and Temperature.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Accelerating Scientific Applications with the Quantum Edge: A Drug Design Use Case.
Proceedings of the High Performance Computing, 2023

An Energy-Aware Approach to Design Self-Adaptive AI-based Applications on the Edge.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Cost-Aware Neural Network Splitting and Dynamic Rescheduling for Edge Intelligence.
Proceedings of the 6th International Workshop on Edge Systems, Analytics and Networking, 2023

SymED: Adaptive and Online Symbolic Representation of Data on the Edge.
Proceedings of the Euro-Par 2023: Parallel Processing - 29th International Conference on Parallel and Distributed Computing, Limassol, Cyprus, August 28, 2023

Streaming IoT Data and the Quantum Edge: A Classic/Quantum Machine Learning Use Case.
Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

Data-centric Edge-AI: A Symbolic Representation Use Case.
Proceedings of the IEEE International Conference on Edge Computing and Communications, 2023

2022
ARES: Reliable and Sustainable Edge Provisioning for Wireless Sensor Networks.
IEEE Trans. Sustain. Comput., 2022

SEA-LEAP: Self-Adaptive and Locality-Aware Edge Analytics Placement.
IEEE Trans. Serv. Comput., 2022

Multiagent Bayesian Deep Reinforcement Learning for Microgrid Energy Management Under Communication Failures.
IEEE Internet Things J., 2022

AI for next generation computing: Emerging trends and future directions.
Internet Things, 2022

Data Science Driven Methods for Sustainable and Failure Tolerant Edge Systems.
Proceedings of the ICPE '22: ACM/SPEC International Conference on Performance Engineering, Bejing, China, April 9, 2022

TAROT: Spatio-Temporal Function Placement for Serverless Smart City Applications.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

DEMon: Decentralized Monitoring for Highly Volatile Edge Environments.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

A Roadmap To Post-Moore Era for Distributed Systems.
Proceedings of the ApPLIED '22: Proceedings of the 2022 Workshop on Advanced tools, 2022

Edge Workload Trace Gathering and Analysis for Benchmarking.
Proceedings of the 6th IEEE International Conference on Fog and Edge Computing, 2022

Edge offloading for microservice architectures.
Proceedings of the EdgeSys@EuroSys 2022: Proceedings of the 5th International Workshop on Edge Systems, Analytics and Networking, Rennes, France, April 5, 2022

Molecular Dynamics Workflow Decomposition for Hybrid Classic/Quantum Systems.
Proceedings of the 18th IEEE International Conference on e-Science, 2022

2021
Learning Spatiotemporal Failure Dependencies for Resilient Edge Computing Services.
IEEE Trans. Parallel Distributed Syst., 2021

Sustainable and Trustworthy Edge Machine Learning.
IEEE Internet Comput., 2021

Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures.
CoRR, 2021

On the Future of Cloud Engineering.
Proceedings of the IEEE International Conference on Cloud Engineering, 2021

Increasing Traffic Safety with Real-Time Edge Analytics and 5G.
Proceedings of the EdgeSys@EuroSys 2021: 4th International Workshop on Edge Systems, 2021

2020
Resilient Edge Data Management Framework.
IEEE Trans. Serv. Comput., 2020

Performance-Based Pricing in Multi-Core Geo-Distributed Cloud Computing.
IEEE Trans. Cloud Comput., 2020

ACM SIGMETRICS International Workshop on Distributed Cloud Computing (DCC).
SIGMETRICS Perform. Evaluation Rev., 2020

Staleness Control for Edge Data Analytics.
Proc. ACM Meas. Anal. Comput. Syst., 2020

Towards an Integrated Platform for Big Data Analysis.
CoRR, 2020

Reliability Management for Blockchain-Based Decentralized Multi-Cloud.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Addressing Application Latency Requirements through Edge Scheduling.
J. Grid Comput., 2019

Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review.
Computing, 2019

Multi-Objective Mobile Edge Provisioning in Small Cell Clouds.
Proceedings of the 2019 ACM/SPEC International Conference on Performance Engineering, 2019

EFPO: Energy Efficient and Failure Predictive Edge Offloading.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Energy and Profit-Aware Proof-of-Stake Offloading in Blockchain-based VANETs.
Proceedings of the 12th IEEE/ACM International Conference on Utility and Cloud Computing, 2019

Towards Edge Benchmarking: A Methodology for Characterizing Edge Workloads.
Proceedings of the IEEE 4th International Workshops on Foundations and Applications of Self* Systems, 2019

Facilitating Near Real Time Analytics on the Edge.
Proceedings of the 8th Mediterranean Conference on Embedded Computing, 2019

Fuzzy Handoff Control in Edge Offloading.
Proceedings of the IEEE International Conference on Fog Computing, 2019

2018
Energy monitoring as an essential building block towards sustainable ultrascale systems.
Sustain. Comput. Informatics Syst., 2018

A Review of Machine Learning and Meta-heuristic Methods for Scheduling Parallel Computing Systems.
Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

Adaptive Recovery of Incomplete Datasets for Edge Analytics.
Proceedings of the 2nd IEEE International Conference on Fog and Edge Computing, 2018

Consistency of the Fittest: Towards Dynamic Staleness Control for Edge Data Analytics.
Proceedings of the Euro-Par 2018: Parallel Processing Workshops, 2018

Dependency Mining for Service Resilience at the Edge.
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

Scheduling Latency-Sensitive Applications in Edge Computing.
Proceedings of the 8th International Conference on Cloud Computing and Services Science, 2018

First Hop Mobile Offloading of DAG Computations.
Proceedings of the 18th IEEE/ACM International Symposium on Cluster, 2018

2017
Efficient Edge Storage Management Based on Near Real-Time Forecasts.
Proceedings of the 1st IEEE International Conference on Fog and Edge Computing, 2017

Quality of Service Channelling for Latency Sensitive Edge Applications.
Proceedings of the IEEE International Conference on Edge Computing, 2017

2016
Pervasive Cloud Controller for Geotemporal Inputs.
IEEE Trans. Cloud Comput., 2016

Towards uniform management of multi-layered cloud services by applying model-driven development.
J. Syst. Softw., 2016

A hybrid cloud controller for vertical memory elasticity: A control-theoretic approach.
Future Gener. Comput. Syst., 2016

2015
Energy Efficiency for Ultrascale Systems: Challenges and Trends from Nesus Project.
Supercomput. Front. Innov., 2015

SLA enactment for large-scale healthcare workflows on multi-Cloud.
Future Gener. Comput. Syst., 2015

Recent Trends in Energy-Efficient Cloud Computing.
IEEE Cloud Comput., 2015

Towards a Multi-objective VM Reassignment for Large Decentralised Data Centres.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Predicting Resource Allocation and Costs for Business Processes in the Cloud.
Proceedings of the 2015 IEEE World Congress on Services, 2015

Preparing HPC Applications for Exascale: Challenges and Recommendations.
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

Coordinating CPU and Memory Elasticity Controllers to Meet Service Response Time Constraints.
Proceedings of the 2015 International Conference on Cloud and Autonomic Computing, 2015

Performance-Based Vertical Memory Elasticity.
Proceedings of the 2015 IEEE International Conference on Autonomic Computing, 2015

Cost-Aware VM Placement Across Distributed DCs Using Bayesian Networks.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2015

Data Velocity Scaling via Dynamic Monitoring Frequency on Ultrascale Infrastructures.
Proceedings of the 7th IEEE International Conference on Cloud Computing Technology and Science, 2015

A Cloud Controller for Performance-Based Pricing.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
An interoperable and self-adaptive approach for SLA-based service virtualization in heterogeneous Cloud environments.
Future Gener. Comput. Syst., 2014

Cloud Computing: Survey on Energy Efficiency.
ACM Comput. Surv., 2014

Democratization in Science and Technology through Cloud Computing.
Proceedings of the ICSOFT-EA 2014, 2014

Energy-Aware Cloud Management Through Progressive SLA Specification.
Proceedings of the Economics of Grids, Clouds, Systems, and Services, 2014

Towards Uniform Management of Cloud Services by Applying Model-Driven Development.
Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

CPU Performance Coefficient (CPU-PC): A Novel Performance Metric Based on Real-Time CPU Resource Provisioning in Time-Shared Cloud Environments.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

Multi-dimensional Resource Allocation for Data-intensive Large-scale Cloud Applications.
Proceedings of the CLOSER 2014, 2014

HS4MC - Hierarchical SLA-based Service Selection for Multi-Cloud Environments.
Proceedings of the CLOSER 2014, 2014

2013
Managing and Optimizing Bioinformatics Workflows for Data Analysis in Clouds.
J. Grid Comput., 2013

Adaptive resource configuration for Cloud infrastructure management.
Future Gener. Comput. Syst., 2013

Creating standardized products for electronic markets.
Future Gener. Comput. Syst., 2013

A survey on service quality description.
ACM Comput. Surv., 2013

Cloud resource provisioning and SLA enforcement via LoM2HiS framework.
Concurr. Comput. Pract. Exp., 2013

Maximizing Liquidity in Cloud Markets through Standardization of Computational Resources.
Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

Reducing Energy Consumption by using Clouds.
Proceedings of the SMARTGREENS 2013, 2013

ICSOC PhD Symposium 2013.
Proceedings of the Service-Oriented Computing - ICSOC 2013 Workshops, 2013

Security standards taxonomy for Cloud applications in Critical Infrastructure IT.
Proceedings of the 8th International Conference for Internet Technology and Secured Transactions, 2013

Take a Break: Cloud Scheduling Optimized for Real-Time Electricity Pricing.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

TimeCap: Methodology for Comparing IT Infrastructures Based on Time and Capacity Metrics.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Cost-benefit analysis of an SLA mapping approach for defining standardized Cloud computing goods.
Future Gener. Comput. Syst., 2012

Towards autonomic detection of SLA violations in Cloud infrastructures.
Future Gener. Comput. Syst., 2012

Special section: Recent advances in utility and cloud computing.
Future Gener. Comput. Syst., 2012

Facilitating Self-Adaptable Inter-cloud Management.
Proceedings of the 20th Euromicro International Conference on Parallel, 2012

Automatic SLA Matching and Provider Selection in Grid and Cloud Computing Markets.
Proceedings of the 13th ACM/IEEE International Conference on Grid Computing, 2012

Topic 6: Grid, Cluster and Cloud Computing.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Energy-efficient and SLA-aware management of IaaS clouds.
Proceedings of the 3rd International Conference on Energy-Efficient Computing and Networking, 2012

Energy Efficient Service Delivery in Clouds in Compliance with the Kyoto Protocol.
Proceedings of the Energy Efficient Data Centers - First International Workshop, 2012

CASViD: Application Level Monitoring for SLA Violation Detection in Clouds.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

A Conceptual Framework for Simulating Autonomic Cloud Markets.
Proceedings of the Cloud Computing - Third International Conference, 2012

Methodology for trade-off analysis when moving scientific applications to cloud.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

M4Cloud - Generic Application Level Monitoring for Resource-shared Cloud Environments.
Proceedings of the CLOSER 2012 - Proceedings of the 2nd International Conference on Cloud Computing and Services Science, Porto, Portugal, 18, 2012

Self-Adaptive and Resource-Efficient SLA Enactment for Cloud Computing Infrastructures.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
Special issue on Science-Driven Cloud Computing.
Sci. Program., 2011

Grid vs Cloud - A Technology Comparison.
it Inf. Technol., 2011

Cost-Efficient Utilization of Public SLA Templates in Autonomic Cloud Markets.
Proceedings of the IEEE 4th International Conference on Utility and Cloud Computing, 2011

Optimizing bioinformatics workflows for data analysis using cloud management techniques.
Proceedings of the WORKS'11, 2011

Autonomic SLA-Aware Service Virtualization for Distributed Systems.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

Applying availability SLAs to traffic management systems.
Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems, 2011

Revealing the MAPE loop for the autonomic management of Cloud infrastructures.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Enacting SLAs in Clouds Using Rules.
Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

Towards Self-Awareness in Cloud Markets: A Monitoring Methodology.
Proceedings of the IEEE Ninth International Conference on Dependable, 2011

SLA-Aware Application Deployment and Resource Allocation in Clouds.
Proceedings of the Workshop Proceedings of the 35th Annual IEEE International Computer Software and Applications Conference, 2011

Towards Autonomic Market Management in Cloud Computing Infrastructures.
Proceedings of the CLOSER 2011, 2011

2010
VieSLAF Framework: Facilitating Negotiations in Clouds by applying service mediation and negotiation bootstrapping.
Scalable Comput. Pract. Exp., 2010

FoSII - Foundations of Self-Governing ICT Infrastructures.
ERCIM News, 2010

Simulating Autonomic SLA Enactment in Clouds Using Case Based Reasoning.
Proceedings of the Towards a Service-Based Internet - Third European Conference, 2010

Towards Knowledge Management in Self-Adaptable Clouds.
Proceedings of the 6th World Congress on Services, 2010

Modeling and Negotiating Service Quality.
Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010

Architectures & Infrastructure.
Proceedings of the Service Research Challenges and Solutions for the Future Internet - S-Cube, 2010

Low level Metrics to High level SLAs - LoM2HiS framework: Bridging the gap between monitored metrics and SLA parameters in cloud environments.
Proceedings of the 2010 International Conference on High Performance Computing & Simulation, 2010

SLA Validation in Layered Cloud Infrastructures.
Proceedings of the Economics of Grids, 2010

SLA Validation of Service Value Chains.
Proceedings of the GCC 2010, 2010

LAYSI: A Layered Approach for SLA-Violation Propagation in Self-Manageable Cloud Infrastructures.
Proceedings of the Workshop Proceedings of the 34th Annual IEEE International Computer Software and Applications Conference, 2010

Compliant Cloud Computing (C3): Architecture and Language Support for User-Driven Compliance Management in Clouds.
Proceedings of the IEEE International Conference on Cloud Computing, 2010

2009
Cloud computing and emerging IT platforms: Vision, hype, and reality for delivering computing as the 5th utility.
Future Gener. Comput. Syst., 2009

Using SLA Mapping to Increase Market Liquidity.
Proceedings of the Service-Oriented Computing. ICSOC/ServiceWave 2009 Workshops, 2009

An SLA-based resource virtualization approach for on-demand service provision.
Proceedings of the 3rd International Workshop on Virtualization Technologies in Distributed Computing, 2009

<i>VieSLAF</i> Framework: Enabling Adaptive and Versatile SLA-Management.
Proceedings of the Grid Economics and Business Models, 6th International Workshop, 2009

Monitoring and Analyzing Influential Factors of Business Process Performance.
Proceedings of the 13th IEEE International Enterprise Distributed Object Computing Conference, 2009

Towards Self-Manageable Cloud Services.
Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

2008
Specification, planning, and execution of QoS-aware Grid workflows within the Amadeus environment.
Concurr. Comput. Pract. Exp., 2008

2007
End-to-End QoS Support for a Medical Grid Service Infrastructure.
New Gener. Comput., 2007

Component-oriented application construction for a Web service-based Grid.
Concurr. Comput. Pract. Exp., 2007

Nonadiabatic Ab Initio Surface-Hopping Dynamics Calculation in a Grid Environment - First Experiences.
Proceedings of the Computational Science and Its Applications, 2007

Performance Modeling and Prediction of Parallel and Distributed Computing Systems: A Survey of the State of the Art.
Proceedings of the First International Conference on Complex, 2007

2006
An approach for the high-level specification of QoS-aware grid workflows considering location affinity.
Sci. Program., 2006

Amadeus: A Holistic Service-oriented Environment for Grid Workflows.
Proceedings of the Grid and Cooperative Computing Workshops, 2006

2005
Towards Quality of Service Support for Grid Workflows.
Proceedings of the Advances in Grid Computing, 2005

QoS Support for Time-Critical Grid Workflow Applications.
Proceedings of the First International Conference on e-Science and Grid Technologies (e-Science 2005), 2005

2004
VGE - A Service-Oriented Grid Environment for On-Demand Supercomputing.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

Towards an UML Based Graphical Representation of Grid Workflow Applications.
Proceedings of the Grid Computing, 2004

2003
Performance of Java Web Services Implementations.
Proceedings of the International Conference on Web Services, ICWS '03, June 23, 2003


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