Maciej Malawski

Orcid: 0000-0001-6005-0243

Affiliations:
  • AGH University of Science and Technology, Krakow, Poland


According to our database1, Maciej Malawski authored at least 119 papers between 2001 and 2024.

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Bibliography

2024
The next-gen federated search architecture for biomedical knowledge repositories - The LIT-FED-SEARCH engine.
J. Comput. Sci., 2024

Local Sensitivity Analysis of a Closed-Loop in Silico Model of the Human Baroregulation.
Proceedings of the Computational Science - ICCS 2024, 2024

Optimizing Star Aligner for High Throughput Computing in the Cloud.
Proceedings of the IEEE International Conference on Cluster Computing, 2024

2023
Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load.
CoRR, 2023

Toward the Observability of Cloud-Native Applications: The Overview of the State-of-the-Art.
IEEE Access, 2023


Digital Twin Simulation Development and Execution on HPC Infrastructures.
Proceedings of the Computational Science - ICCS 2023, 2023

Serverless Approach to Sensitivity Analysis of Computational Models.
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023

Designing Personalised Gamification of mHealth Survey Applications.
Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies, 2023

2022
Serverless Computing for Scientific Applications.
IEEE Internet Comput., 2022

Model and system for scientific workflows represented in file system directory tree.
Future Gener. Comput. Syst., 2022

Using Unused: Non-Invasive Dynamic FaaS Infrastructure with HPC-Whisk.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

CXR-FL: Deep Learning-Based Chest X-ray Image Analysis Using Federated Learning.
Proceedings of the Computational Science - ICCS 2022, 2022

A Serverless Engine for High Energy Physics Distributed Analysis.
Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

2021
Workflows Community Summit: Advancing the State-of-the-art of Scientific Workflows Management Systems Research and Development.
CoRR, 2021

Current Trends in Software Engineering Bachelor Theses.
Comput. Informatics, 2021

Preface to the Special Issue on Software Engineering.
Comput. Informatics, 2021


Distributed Parallel Analysis Engine for High Energy Physics Using AWS Lambda.
Proceedings of the HiPS@HPDC 2021: Proceedings of the 1st Workshop on High Performance Serverless Computing, 2021

Serverless Containers - Rising Viable Approach to Scientific Workflows.
Proceedings of the 17th IEEE International Conference on eScience, 2021

Federated Learning in the Cloud for Analysis of Medical Images - Experience with Open Source Frameworks.
Proceedings of the Clinical Image-Based Procedures, Distributed and Collaborative Learning, Artificial Intelligence for Combating COVID-19 and Secure and Privacy-Preserving Machine Learning, 2021

Algorithms for scheduling scientific workflows on serverless architecture.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
Serverless execution of scientific workflows: Experiments with HyperFlow, AWS Lambda and Google Cloud Functions.
Future Gener. Comput. Syst., 2020

Software Development Strategies for High-Energy Physics Simulations Based on Quantum Field Theory.
Comput. Sci. Eng., 2020

Applying workflows to scientific projects represented in file system directory tree.
Proceedings of the IEEE/ACM Workflows in Support of Large-Scale Science, 2020

Foundations for Workflow Application Scheduling on D-Wave System.
Proceedings of the Computational Science - ICCS 2020, 2020

Improving System Utilization on Wireless HPC Systems with Torus Interconnects.
Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019
Large-scale urban traffic simulation with Scala and high-performance computing system.
J. Comput. Sci., 2019

Performance considerations on execution of large scale workflow applications on cloud functions.
CoRR, 2019

Cloud Infrastructure Automation for Scientific Workflows.
Proceedings of the Parallel Processing and Applied Mathematics, 2019

Adaptation of Workflow Application Scheduling Algorithm to Serverless Infrastructure.
Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019


2018
A Scalable, Reactive Architecture for Cloud Applications.
IEEE Softw., 2018

Cloud computing infrastructure for the VPH community.
J. Comput. Sci., 2018

Performance evaluation of heterogeneous cloud functions.
Concurr. Comput. Pract. Exp., 2018

Tracing of large-scale actor systems.
Concurr. Comput. Pract. Exp., 2018

Transparent Deployment of Scientific Workflows across Clouds - Kubernetes Approach.
Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Visual-Textual Framework for Serverless Computation: A Luna Language Approach.
Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Big Data Tools and Cloud Services for High Energy Physics Analysis in TOTEM Experiment.
Proceedings of the 2018 IEEE/ACM International Conference on Utility and Cloud Computing Companion, 2018

Challenges for Scheduling Scientific Workflows on Cloud Functions.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
Porting HPC applications to the cloud: A multi-frontal solver case study.
J. Comput. Sci., 2017

Support for Taverna workflows in the VPH-Share cloud platform.
Comput. Methods Programs Biomed., 2017

Genetic traces of never born proteins.
Bio Algorithms Med Syst., 2017

Bridging the Gap Between HPC and Cloud Using HyperFlow and PaaSage.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

Reducing Fragmentation on 3D Torus-Based HPC Systems Using Packing-Based Job Scheduling and Job Placement Reconfiguration.
Proceedings of the 16th International Symposium on Parallel and Distributed Computing, 2017

Topology-aware Job Allocation in 3D Torus-based HPC Systems with Hard Job Priority Constraints.
Proceedings of the International Conference on Computational Science, 2017

Smart levee monitoring and flood decision support system: reference architecture and urgent computing management.
Proceedings of the International Conference on Computational Science, 2017

Benchmarking Heterogeneous Cloud Functions.
Proceedings of the Euro-Par 2017: Parallel Processing Workshops, 2017

2016
Storage-aware Algorithms for Scheduling of Workflow Ensembles in Clouds.
J. Grid Comput., 2016

Towards Serverless Execution of Scientific Workflows - HyperFlow Case Study.
Proceedings of the 11th Workshop on Workflows in Support of Large-Scale Science co-located with The International Conference for High Performance Computing, 2016

Topology-Aware Scheduling on Blue Waters with Proactive Queue Scanning and Migration-Based Job Placement.
Proceedings of the Job Scheduling Strategies for Parallel Processing, 2016

2015
Scheduling Multilevel Deadline-Constrained Scientific Workflows on Clouds Based on Cost Optimization.
Sci. Program., 2015

Algorithms for cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds.
Future Gener. Comput. Syst., 2015

Support for Scientific Workflows in a Model-Based Cloud Platform.
Proceedings of the 8th IEEE/ACM International Conference on Utility and Cloud Computing, 2015

Distributed Execution of Dynamically Defined Tasks on Microsoft Azure.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Adaptive Multi-level Workflow Scheduling with Uncertain Task Estimates.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

A Lightweight Approach for Deployment of Scientific Workflows in Cloud Infrastructures.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Execution Management and Efficient Resource Provisioning for Flood Decision Support.
Proceedings of the International Conference on Computational Science, 2015

Leveraging Workflows and Clouds for a Multi-frontal Solver for Finite Element Meshes.
Proceedings of the International Conference on Computational Science, 2015

2014
Modeling, Optimization and Performance Evaluation of Scientific Workflows in Clouds.
Proceedings of the 2014 IEEE Fourth International Conference on Big Data and Cloud Computing, 2014

2013
Hosted Science: Managing Computational Workflows in the Cloud.
Parallel Process. Lett., 2013

How to Use Google App Engine for Free Computing.
IEEE Internet Comput., 2013

Cost minimization for computational applications on hybrid cloud infrastructures.
Future Gener. Comput. Syst., 2013

Secure Storage and Processing of Confidential Data on Public Clouds.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Cost Optimization of Execution of Multi-level Deadline-Constrained Scientific Workflows on Clouds.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Introducing PRECIP: An API for Managing Repeatable Experiments in the Cloud.
Proceedings of the IEEE 5th International Conference on Cloud Computing Technology and Science, 2013

Energy-Constrained Provisioning for Scientific Workflow Ensembles.
Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

Evaluation of Cloud Providers for VPH Applications.
Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

2012
Constructing workflows from script applications.
Sci. Program., 2012

Component-based approach for programming and running scientific applications on grids and clouds.
Int. J. High Perform. Comput. Appl., 2012

Computations of Protein Hydrophobicity Profile as Virtual Experiment in Gridspace Virtual Laboratory.
Bio Algorithms Med Syst., 2012

Cost- and deadline-constrained provisioning for scientific workflow ensembles in IaaS clouds.
Proceedings of the SC Conference on High Performance Computing Networking, 2012

Flexible and Extendable Mechanism Enabling Secure Access to e-Infrastructures and Storage of Confidential Data for the GridSpace2 Virtual Laboratory.
Proceedings of the Building a National Distributed e-Infrastructure - PL-Grid, 2012

Examining Protein Folding Process Simulation and Searching for Common Structure Motifs in a Protein Family as Experiments in the GridSpace2 Virtual Laboratory.
Proceedings of the Building a National Distributed e-Infrastructure - PL-Grid, 2012

Managing Entire Lifecycles of e-Science Applications in the GridSpace2 Virtual Laboratory - From Motivation through Idea to Operable Web-Accessible Environment Built on Top of PL-Grid e-Infrastructure.
Proceedings of the Building a National Distributed e-Infrastructure - PL-Grid, 2012

2011
The Collage Authoring Environment.
Proceedings of the International Conference on Computational Science, 2011

Component Approach to Computational Applications on Clouds.
Proceedings of the International Conference on Computational Science, 2011

Ab initio protein structure prediction - the hydrophobicity distribution analysis.
Bio Algorithms Med Syst., 2011

2010
Invocation of operations from script-based Grid applications.
Future Gener. Comput. Syst., 2010

The PL-Grid Virtual Laboratory for the Life Sciences Domain.
Bio Algorithms Med Syst., 2010

Flexible and Secure Access to Computing Clusters.
Comput. Sci., 2010

ComputErl - Erlang-Based Framework for Many Task Computing.
Proceedings of the Trends in Functional Programming - 11th International Symposium, 2010

Exploratory Programming in the Virtual Laboratory.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2010

2009
Providing security for MOCCA component environment.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

CompTalks - From a Meta-model Towards a Framework for Application-Level Interaction Protocols.
Proceedings of the Euro-Par 2009, 2009

ViroLab Security and Virtual Organization Infrastructure.
Proceedings of the Advanced Parallel Processing Technologies, 8th International Symposium, 2009

2008
A Tool for Building Collaborative Applications by Invocation of Grid Operations.
Proceedings of the Computational Science, 2008

Towards a System-Level Science Support.
Proceedings of the Computational Science, 2008

Building Collaborative Applications for System-level Science.
Proceedings of the High Speed and Large Scale Scientific Computing - Selected Papers from the High Performance Computing Workshop, Cetraro, Italy, June 30, 2008

Virtual Laboratory for Development and Execution of Biomedical Collaborative Applications.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

2007
An approach to protein folding on the grid - EUChinaGrid experience.
Bio Algorithms Med Syst., 2007

Universal Grid Client: Grid Operation Invoker.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

High-Level Scripting Approach for Building Component-Based Applications on the Grid.
Proceedings of the Making Grids Work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, 2007

Interoperability of Grid component models: GCM and CCA case study.
Proceedings of the Towards Next Generation Grids, 2007

2006
Grid systems and their applications to biomedical science.
Bio Algorithms Med Syst., 2006

Grid Support for HLA-Based Collaborative Environment for Vascular Reconstruction.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

Semantic Composition of Scientific Workflows Based on the Petri Nets Formalism.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

2005
A Framework for HLA-Based Interactive Simulations on the Grid.
Simul., 2005

Workflow composer and service registry for grid applications.
Future Gener. Comput. Syst., 2005

A Grid Service for Management of Multiple HLA Federate Processes.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

Enabling Remote Method Invocations in Peer-to-Peer Environments: RMIX over JXTA.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

Semantic-Based Grid Workflow Composition.
Proceedings of the Parallel Processing and Applied Mathematics, 2005

MOCCA - Towards a Distributed CCA Framework for Metacomputing.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

2004
Tools and Services for Interactive Applications on the Grid - The CrossGrid Tutorial.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 2004

Support for Effective and Fault Tolerant Execution of HLA-Based Applications in the OGSA Framework.
Proceedings of the Computational Science, 2004

Grid Service Registry for Workflow Composition Framework.
Proceedings of the Computational Science, 2004

Lhcmaster - A System for Storage and Analysis of Data Coming from the ATLAS Simulations.
Proceedings of the Grid Computing, 2004

Software Engineering in the EU CrossGrid Project.
Proceedings of the Grid Computing, 2004

2003
Component-Based System for Grid Application Workflow Composition.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface,10th European PVM/MPI Users' Group Meeting, Venice, Italy, September 29, 2003

Execution and Migration Management of HLA-Based Interactive Simulations on the Grid.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Grid Architecture for Interactive Applications.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Automatic Flow Building for Component Grid Applications.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

Architecture of the Grid for Interactive Applications.
Proceedings of the Computational Science - ICCS 2003, 2003

The CrossGrid Architecture: Applications, Tools, and Grid Services.
Proceedings of the Grid Computing, 2003

Towards a Grid Management System for HLA-Based Interactive Simulations.
Proceedings of the 7th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2003), 2003

2002
Towards the CrossGrid Architecture.
Proceedings of the Recent Advances in Parallel Virtual Machine and Message Passing Interface, 9th European PVM/MPI Users' Group Meeting, Linz, Austria, September 29, 2002

Large-Scale Scientific Irregular Computing on Clusters and Grids.
Proceedings of the Computational Science - ICCS 2002, 2002

2001
Irregular and Out-of-Core Parallel Computing on Clusters.
Proceedings of the Parallel Processing and Applied Mathematics, 2001

Advanced Library Support for Irregular and Out-of-Core Parallel Computing.
Proceedings of the High-Performance Computing and Networking, 9th International Conference, 2001


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