Anna Sikora

Orcid: 0000-0003-0090-4109

According to our database1, Anna Sikora authored at least 56 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Efficient Code Region Characterization Through Automatic Performance Counters Reduction Using Machine Learning Techniques.
Proceedings of the Euro-Par 2024: Parallel Processing, 2024

2023
A methodology for selecting a performance-convenient ABMS development framework on HPC platforms.
Simul. Model. Pract. Theory, November, 2023

Predicting number of threads using balanced datasets for openMP regions.
Computing, May, 2023

Performance Optimization using Multimodal Modeling and Heterogeneous GNN.
Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing, 2023

2022
Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks.
Proceedings of the IEEE/ACM International Workshop on Artificial Intelligence and Machine Learning for Scientific Applications, 2022

2021
Building representative and balanced datasets of OpenMP parallel regions.
Proceedings of the 29th Euromicro International Conference on Parallel, 2021

2019
Designing a benchmark for the performance evaluation of agent-based simulation applications on HPC.
J. Supercomput., 2019

Hardware Counters' Space Reduction for Code Region Characterization.
Proceedings of the Euro-Par 2019: Parallel Processing, 2019

2018
A multi-aspect online tuning framework for HPC applications.
Softw. Qual. J., 2018

Evaluating a formal methodology for dynamic tuning of large-scale parallel applications.
Concurr. Comput. Pract. Exp., 2018

Dynamic Tuning of OpenMP Memory Bound Applications in Multisocket Systems using MATE.
Proceedings of the 47th International Conference on Parallel Processing, 2018

2017
HeDPM: load balancing of linear pipeline applications on heterogeneous systems.
J. Supercomput., 2017

Introducing computational thinking, parallel programming and performance engineering in interdisciplinary studies.
J. Parallel Distributed Comput., 2017

2016
Automated and dynamic abstraction of MPI application performance.
Clust. Comput., 2016

Environment for automatic development and tuning of parallel applications.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Autotuning of MPI Applications Using PTF.
Proceedings of the ACM Workshop on Software Engineering Methods for Parallel and High Performance Applications, Kyoto, Japan, May 31, 2016

2015
Online root-cause performance analysis of parallel applications.
Parallel Comput., 2015

Performance model based on memory footprint for OpenMP memory bound applications.
Proceedings of the Parallel Computing: On the Road to Exascale, 2015

Teaching Parallel Programming in Interdisciplinary Studies.
Proceedings of the Euro-Par 2015: Parallel Processing Workshops, 2015

2014
Enhancing multi-model forest fire spread prediction by exploiting multi-core parallelism.
J. Supercomput., 2014

ELASTIC: A large scale dynamic tuning environment.
Sci. Program., 2014

Improving Performance on Data-Intensive Applications Using a Load Balancing Methodology Based on Divisible Load Theory.
Int. J. Parallel Program., 2014

GMATE: Dynamic Tuning of Parallel Applications in Grid Environment.
J. Grid Comput., 2014

Dynamic tuning of the workload partition factor and the resource utilization in data-intensive applications.
Future Gener. Comput. Syst., 2014

A Performance Model for OpenMP Memory Bound Applications in Multisocket Systems.
Proceedings of the International Conference on Computational Science, 2014

2013
Methodology for MPI applications autotuning.
Proceedings of the 20th European MPI Users's Group Meeting, 2013

Specification of Periscope Tuning Framework Plugins.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

Mini-Symposium on Application Autotuning for HPC.
Proceedings of the Parallel Computing: Accelerating Computational Science and Engineering (CSE), 2013

How to Scale Dynamic Tuning to Large Parallel Applications.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

How to Determine the Topology of Hierarchical Tuning Networks for Dynamic Auto-Tuning in Large-Scale Systems.
Proceedings of the International Conference on Computational Science, 2013

2012
A methodology for transparent knowledge specification in a dynamic tuning environment.
Softw. Pract. Exp., 2012

AutoTune: A Plugin-Driven Approach to the Automatic Tuning of Parallel Applications.
Proceedings of the Applied Parallel and Scientific Computing, 2012

Hierarchical MATE's approach for dynamic performance tuning of large-scale parallel applications.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

Dynamic Tuning of the Workload Partition Factor in Data-Intensive Applications.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

2011
Workload Balancing Methodology for Data-Intensive Applications with Divisible Load.
Proceedings of the 23rd International Symposium on Computer Architecture and High Performance Computing, 2011

2010
Scalable dynamic Monitoring, Analysis and Tuning Environment for parallel applications.
J. Parallel Distributed Comput., 2010

MATE: Toward Scalable Automated and Dynamic Performance Tuning Environment.
Proceedings of the Applied Parallel and Scientific Computing, 2010

2009
Automatic Performance Tuning of Parallel Mathematical Libraries.
Proceedings of the Parallel Computing: From Multicores and GPU's to Petascale, 2009

Introduction.
Proceedings of the Euro-Par 2009 Parallel Processing, 2009

2008
Performance Model for Parallel Mathematical Libraries Based on Historical Knowledgebase.
Proceedings of the Euro-Par 2008, 2008

On-Line Performance Modeling for MPI Applications.
Proceedings of the Euro-Par 2008, 2008

Performance models for dynamic tuning of parallel applications on Computational Grids.
Proceedings of the 2008 IEEE International Conference on Cluster Computing, 29 September, 2008

2007
Design and implementation of a dynamic tuning environment.
J. Parallel Distributed Comput., 2007

MATE: Monitoring, Analysis and Tuning Environment for parallel/distributed applications.
Concurr. Comput. Pract. Exp., 2007

Automatic Generation of Dynamic Tuning Techniques.
Proceedings of the Euro-Par 2007, 2007

2006
Automatic Tuning in Computational Grids.
Proceedings of the Applied Parallel Computing. State of the Art in Scientific Computing, 2006

2005
Automatic Tuning of Data Distribution Using Factoring in Master/Worker Applications.
Proceedings of the Computational Science, 2005

Automatic Tuning of Master/Worker Applications.
Proceedings of the Euro-Par 2005, Parallel Processing, 11th International Euro-Par Conference, Lisbon, Portugal, August 30, 2005

Workflow Management in the CrossGrid Project.
Proceedings of the Advances in Grid Computing, 2005

Development and Tuning Framework of Master/Worker Applications.
Proceedings of the Automatic Performance Analysis, 12.-16. December 2005, 2005

2004
Dynamic Tuning of Parallel/Distributed Applications.
PhD thesis, 2004

MATE: Dynamic Performance Tuning Environment.
Proceedings of the Euro-Par 2004 Parallel Processing, 2004

2003
Automatic Performance Analysis and Dynamic Tuning of Distributed Applications.
Parallel Process. Lett., 2003

Dynamic Performance Tuning of Distributed Programming Libraries.
Proceedings of the Computational Science - ICCS 2003, 2003

2002
Dynamic performance tuning supported by program specification.
Sci. Program., 2002

2001
Dynamic Performance Tuning Environment.
Proceedings of the Euro-Par 2001: Parallel Processing, 2001


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