Joanna Kolodziej

Orcid: 0000-0002-5181-8713

According to our database1, Joanna Kolodziej authored at least 130 papers between 2001 and 2024.

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Bibliography

2024
ERF-XGB: An Edge-IoT-Based Explainable Model for Predictive Maintenance.
IEEE Trans. Consumer Electron., February, 2024

3D Weather Radar Network Cartesian Products Generation Framework.
Proceedings of the 38th ECMS International Conference on Modelling and Simulation, 2024

Human-Centric Cybersecurity: Trends.
Proceedings of the 38th ECMS International Conference on Modelling and Simulation, 2024

Evasion attacks on ML in domains with nonlinear constraints.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

Computation Augmentation Techniques for Computing Continuum.
Proceedings of the 24th IEEE International Symposium on Cluster, 2024

2023
Convective Cells Algorithm For Storm Data Tracking.
Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

Anomaly Detection In TCP/IP Networks.
Proceedings of the 37th ECMS International Conference on Modelling and Simulation, 2023

2022
Blockchain-Based Task and Information Management in Computational Cloud Systems.
Proceedings of the Cybersecurity of Digital Service Chains, 2022

Intelligent Transportation Systems - Models, Challenges, Security Aspects.
Proceedings of the Cybersecurity of Digital Service Chains, 2022

Modeling adaptive security-aware task allocation in mobile cloud computing.
Simul. Model. Pract. Theory, 2022

A cybersecurity framework to guarantee reliability and trust for digital service chains - GUARD.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Adaptive context-aware service optimization in mobile cloud computing accounting for security aspects.
Concurr. Comput. Pract. Exp., 2021

Secure mobile cloud computing.
Concurr. Comput. Pract. Exp., 2021

Security aspects in blockchain-based scheduling in mobile multi-cloud computing.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

Security-aware job allocation in mobile cloud computing.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
Modelling and simulation of security-aware task scheduling in cloud computing based on Blockchain technology.
Simul. Model. Pract. Theory, 2020

Modelling and simulation of secure energy aware fog sensing systems.
Simul. Model. Pract. Theory, 2020

Machine learning techniques for transmission parameters classification in multi-agent managed network.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

Adaptive context-aware energy optimization for services on mobile devices with use of machine learning considering security aspects.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020

2019
Ultra Wide Band Body Area Networks: Design and Integration with Computational Clouds.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

GAME-SCORE: Game-based energy-aware cloud scheduler and simulator for computational clouds.
Simul. Model. Pract. Theory, 2019

Agent-based monitoring of the task scheduling in computational clouds.
J. Intell. Fuzzy Syst., 2019

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

Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures.
Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

Customizing Pareto Simulated Annealing for Multi-Objective Optimization of Control Cabinet Layout.
Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

2018
SCORE: Simulator for cloud optimization of resources and energy consumption.
Simul. Model. Pract. Theory, 2018

Security supportive energy-aware scheduling and energy policies for cloud environments.
J. Parallel Distributed Comput., 2018

Stackelberg games for modeling defense scenarios against cloud security threats.
J. Netw. Comput. Appl., 2018

Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security.
Future Gener. Comput. Syst., 2018

Quality of Cloud Services Determined by the Dynamic Management of Scheduling Models for Complex Heterogeneous Workloads.
Proceedings of the 11th International Conference on the Quality of Information and Communications Technology, 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

ANN-Based Secure Task Scheduling In Computational Clouds.
Proceedings of the European Conference on Modelling and Simulation, 2018

Performance Optimisation Of Edge Computing Homeland Security Support Applications.
Proceedings of the European Conference on Modelling and Simulation, 2018

Stackelberg Game-Based Models In Energy-Aware Cloud Scheduling.
Proceedings of the European Conference on Modelling and Simulation, 2018

Virtualization Model for Processing of the Sensitive Mobile Data.
Proceedings of the Modeling and Simulation in HPC and Cloud Systems., 2018

2017
Trusted Performance Analysis on Systems With a Shared Memory.
IEEE Syst. J., 2017

High-performance modelling and simulation for big data applications.
Simul. Model. Pract. Theory, 2017

Modeling and evaluation of highly complex computer systems architectures.
J. Comput. Sci., 2017

A Hybrid Scheduler for Many Task Computing in Big Data Systems.
Int. J. Appl. Math. Comput. Sci., 2017

Benchmarking OpenCL, OpenACC, OpenMP, and CUDA: Programming Productivity, Performance, and Energy Consumption.
Proceedings of the 2017 Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, 2017

Data Fusion In Cloud Computing: Big Data Approach.
Proceedings of the European Conference on Modelling and Simulation, 2017

Security Supportive Energy Aware Scheduling And Scaling For Cloud Environments.
Proceedings of the European Conference on Modelling and Simulation, 2017

2016
Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms.
Proceedings of the Resource Management for Big Data Platforms, 2016

Performance analysis of data intensive cloud systems based on data management and replication: a survey.
Distributed Parallel Databases, 2016

Advances in modelling and simulation for big-data applications (AMSBA).
Concurr. Comput. Pract. Exp., 2016

Adaptive scheduling algorithm for media-optimized traffic management in software defined networks.
Computing, 2016

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems.
Computing, 2016

A hybrid intelligence-aided approach to affect-sensitive e-learning.
Computing, 2016

Cloud Implementation Of Agent-Based Simulation Model In Evacuation Scenarios.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

Towards Secure Non-Deterministic Meta-Scheduling For Clouds.
Proceedings of the 30th European Conference on Modelling and Simulation, 2016

2015
Towards Modeling Large-Scale Data Flows in a Multidatacenter Computing System With Petri Net.
IEEE Syst. J., 2015

Intelligent computing in large-scale systems.
Knowl. Eng. Rev., 2015

A survey on text mining in social networks.
Knowl. Eng. Rev., 2015

Particle Swarm Optimization based dictionary learning for remote sensing big data.
Knowl. Based Syst., 2015

A note on energy efficient data, services and memory management in Big Data Information Systems.
Inf. Sci., 2015

Software Tools and Techniques for Big Data Computing in Healthcare Clouds.
Future Gener. Comput. Syst., 2015

Resource-aware hybrid scheduling algorithm in heterogeneous distributed computing.
Future Gener. Comput. Syst., 2015

A note on new trends in data-aware scheduling and resource provisioning in modern HPC systems.
Future Gener. Comput. Syst., 2015

Artificial Neural Network support to monitoring of the evolutionary driven security aware scheduling in computational distributed environments.
Future Gener. Comput. Syst., 2015

Energy efficient genetic-based schedulers in computational grids.
Concurr. Comput. Pract. Exp., 2015

Cross-Layer Cloud Resource Configuration Selection in the Big Data Era.
IEEE Cloud Comput., 2015

Maintaining The Feasibility Of Hard Real-Time Systems With A Reduced Number Of Priority Levels.
Int. J. Appl. Math. Comput. Sci., 2015

Data-Aware Scheduling In Massive Heterogeneous Systems.
Proceedings of the 29th European Conference on Modelling and Simulation, 2015

2014
A security framework in G-Hadoop for big data computing across distributed Cloud data centres.
J. Comput. Syst. Sci., 2014

Big data (lost) in the cloud.
Int. J. Big Data Intell., 2014

High performance wireless sensor network localisation system.
Int. J. Ad Hoc Ubiquitous Comput., 2014

Dynamic power management in energy-aware computer networks and data intensive computing systems.
Future Gener. Comput. Syst., 2014

Security, energy, and performance-aware resource allocation mechanisms for computational grids.
Future Gener. Comput. Syst., 2014

Advances in data-intensive modelling and simulation.
Future Gener. Comput. Syst., 2014

Guest Editors' Introduction: Cloud-Based Smart Evacuation Systems for Emergency Management.
IEEE Cloud Comput., 2014

An Integrated Software Framework for Localization in Wireless Sensor Network.
Comput. Informatics, 2014

Parallel Processing of Massive Remote Sensing Images in a GPU Architecture.
Comput. Informatics, 2014

Using Artificial Neural Network For Monitoring And Supporting The Grid Scheduler Performance.
Proceedings of the 28th European Conference on Modelling and Simulation, 2014

Fuzzy cloud service selection framework.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

2013
Energy and Security Awareness in Evolutionary-Driven Grid Scheduling.
Proceedings of the Evolutionary Based Solutions for Green Computing, 2013

Data Scheduling in Data Grids and Data Centers: A Short Taxonomy of Problems and Intelligent Resolution Techniques.
Trans. Comput. Collect. Intell., 2013

Comparative study of trust and reputation systems for wireless sensor networks.
Secur. Commun. Networks, 2013

A survey on resource allocation in high performance distributed computing systems.
Parallel Comput., 2013

Modeling Mobility in Cooperative Ad Hoc Networks.
Mob. Networks Appl., 2013

"Security-Aware and Data Intensive Low-Cost Mobile Systems" Editorial.
Mob. Networks Appl., 2013

Energy-aware parallel task scheduling in a cluster.
Future Gener. Comput. Syst., 2013

Hybrid modelling and simulation of huge crowd over a hierarchical Grid architecture.
Future Gener. Comput. Syst., 2013

Control system for reducing energy consumption in backbone computer network.
Concurr. Comput. Pract. Exp., 2013

Scalable optimization in grid, cloud, and intelligent network computing - foreword.
Concurr. Comput. Pract. Exp., 2013

An overview of energy efficiency techniques in cluster computing systems.
Clust. Comput., 2013

Hierarchical genetic-based grid scheduling with energy optimization.
Clust. Comput., 2013

A survey on Green communications using Adaptive Link Rate.
Clust. Comput., 2013

Load and Thermal-Aware VM Scheduling on the Cloud.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Using Traditional Data Analysis Algorithms to Detect Access Patterns for Massive Data Processing.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Energy-Aware Grid Scheduling of Independent Tasks and Highly Distributed Data.
Proceedings of the 11th International Conference on Frontiers of Information Technology, 2013

Genetic-Based Solutions For Independent Batch Scheduling In Data Grids.
Proceedings of the 27th European Conference on Modelling and Simulation, 2013

2012
Evolutionary Hierarchical Multi-Criteria Metaheuristics for Scheduling in Large-Scale Grid Systems
Studies in Computational Intelligence 419, Springer, ISBN: 978-3-642-28970-5, 2012

Multi-level hierarchic genetic-based scheduling of independent jobs in dynamic heterogeneous grid environment.
Inf. Sci., 2012

Hybrid algorithms for independent batch scheduling in grids.
Int. J. Web Grid Serv., 2012

An agent-based model of hierarchic genetic search.
Comput. Math. Appl., 2012

Integration of task abortion and security requirements in GA-based meta-heuristics for independent batch grid scheduling.
Comput. Math. Appl., 2012

Theory and Practice of Stochastic Modelling.
Comput. Math. Appl., 2012

MapReduce across Distributed Clusters for Data-intensive Applications.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

A Massively Parallel Approach for Nonlinear Interdependency Analysis of Multivariate Signals with GPGPU.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Parallel Processing of Massive EEG Data with MapReduce.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Control Framework For High Performance Energy Aware Backbone Network.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

The Median Resource Failure Checkpointing.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

A Checkpoint Based Message Forwarding Approach For Opportunistic Communication.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

A Comparative Study Of Data Center Network Architectures.
Proceedings of the 26th European Conference on Modelling and Simulation, 2012

2011
Task Allocation Oriented Users Decisions in Computational Grid.
Proceedings of the Intelligent Decision Systems in Large-Scale Distributed Environments, 2011

Meeting security and user behavior requirements in Grid scheduling.
Simul. Model. Pract. Theory, 2011

Supporting situated computing with intelligent multi-agent systems.
Int. J. Space Based Situated Comput., 2011

Enhancing the genetic-based scheduling in computational grids by a structured hierarchical population.
Future Gener. Comput. Syst., 2011

Modern approaches to modeling user requirements on resource and task allocation in hierarchical computational grids.
Int. J. Appl. Math. Comput. Sci., 2011

A GA+TS Hybrid Algorithm for Independent Batch Scheduling in Computational Grids.
Proceedings of the 14th International Conference on Network-Based Information Systems, 2011

On Exploitation vs Exploration of Solution Space for Grid Scheduling.
Proceedings of the 2011 Third International Conference on Intelligent Networking and Collaborative Systems (INCoS), Fukuoka, Japan, November 30, 2011

An Application of Markov Jump Process Model for Activity-Based Indoor Mobility Prediction in Wireless Networks.
Proceedings of the 2011 Frontiers of Information Technology, 2011

A Taxonomy of Data Scheduling in Data Grids and Data Centers: Problems and Intelligent Resolution Techniques.
Proceedings of the 2011 International Conference on Emerging Intelligent Data and Web Technologies, 2011

An Advanced Simulation Model For Dependable Distributed Systems.
Proceedings of the 25th European Conference on Modelling and Simulation, 2011

A Comparison Study on the Performance of Population-based Meta-Heuristics for Independent Batch Scheduling in Grid Systems.
Proceedings of the International Conference on Complex, 2011

Utilization of Markov Model and Non-Parametric Belief Propagation for Activity-Based Indoor Mobility Prediction in Wireless Networks.
Proceedings of the International Conference on Complex, 2011

Supporting the Security Awareness of GA-based Grid Schedulers by Artificial Neural Networks.
Proceedings of the International Conference on Complex, 2011

Evaluation of Hybridization of GA and TS Algorithms for Independent Batch Scheduling in Computational Grids.
Proceedings of the 2011 International Conference on P2P, 2011

Genetic Algorithms for Energy-Aware Scheduling in Computational Grids.
Proceedings of the 2011 International Conference on P2P, 2011

2010
A Stackelberg Game for Modelling Asymmetric Users' Behavior in Grid Scheduling.
Proceedings of the 12th UKSim, 2010

Secure and Task Abortion Aware GA-Based Hybrid Metaheuristics for Grid Scheduling.
Proceedings of the Parallel Problem Solving from Nature, 2010

A Game-Theoretic and Hybrid Genetic Meta-Heuristics Model for Security-Assured Scheduling of Independent Jobs in Computational Grids.
Proceedings of the CISIS 2010, 2010

A Web Interface for Meta-Heuristics Based Grid Schedulers.
Proceedings of the 3PGCIC 2010, 2010

Game-theoretic, Market and Meta-Heuristics Approaches for Modelling Scheduling and Resource Allocation in Grid Systems.
Proceedings of the 3PGCIC 2010, 2010

Modelling of User Requirements and Behaviors in Computational Grids.
Proceedings of the 3PGCIC 2010, 2010

2009
Hierarchic Genetic Scheduler Of Independent Jobs In Computational Grid Environment.
Proceedings of the European Conference on Modelling and Simulation, 2009

2006
HGSNash Strategy as the Decision-Making Method for Water Resource Systems with External Disagreement of Interests.
Proceedings of the Fifth International Conference on Parallel Computing in Electrical Engineering (PARELEC 2006), 2006

2002
Modeling Hierarchical Genetic Strategy as a Lindenmayer System.
Proceedings of the 2002 International Conference on Parallel Computing in Electrical Engineering (PARELEC 2002), 2002

Genetic Search Reinforced by the Population Hierarchy.
Proceedings of the Seventh Workshop on Foundations of Genetic Algorithms, 2002

2001
Modelling Hierarchical Genetic Strategy as a Family of Markov Chains.
Proceedings of the Parallel Processing and Applied Mathematics, 2001


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