Sabri Pllana

According to our database, Sabri Pllana authored at least 81 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

DECICE: Device-Edge-Cloud Intelligent Collaboration Framework.

Julian Martin Kunkel, Christian Boehme, Jonathan Decker, Fabrizio Magugliani, Dirk Pleiter, Bastian Koller, Karthee Sivalingam, Sabri Pllana, Alexander Nikolov, Müjdat Soytürk, Christian Racca, Andrea Bartolini, Adrian Tate, Berkay Yaman

Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023

2022

Special issue on recent advances in autonomous vehicle solutions in the digital continuum.

Ozcan Ozturk, Sabri Pllana, Smaïl Niar, Kaoutar El Maghraoui

Computing, 2022

Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM.

Iryna Talamanova, Sabri Pllana

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

2021

Optimization of heterogeneous systems with AI planning heuristics and machine learning: a performance and energy aware approach.

Suejb Memeti, Sabri Pllana

Computing, 2021

2020

Programming languages for data-Intensive HPC applications: A systematic mapping study.

Vasco Amaral, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira, Edgars Celms, Luís Correia, Clemens Grelck, Helen D. Karatza, Christoph W. Kessler, Peter Kilpatrick, Hugo F. M. C. Martiniano, Ilias Mavridis, Sabri Pllana, Ana Respício, José Simão, Luís Veiga, Ari Visa

Parallel Comput., 2020

2019

Companion data of a Systematic Mapping Study of Programming Languages for Data-Intensive HPC Applications.

Vasco Amaral, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira, Edgars Celms, Luís Correia, Clemens Grelck, Helen D. Karatza, Christoph W. Kessler, Peter Kilpatrick, Hugo F. M. C. Martiniano, Ilias Mavridis, Sabri Pllana, Ana Respício, José Simão, Luís Veiga

Dataset, October, 2019

Companion data of a Systematic Mapping Study of Programming Languages for Data-Intensive HPC Applications.

Vasco Amaral, Beatriz Norberto, Miguel Goulão, Marco Aldinucci, Siegfried Benkner, Andrea Bracciali, Paulo Carreira, Edgars Celms, Luís Correia, Clemens Grelck, Helen D. Karatza, Christoph W. Kessler, Peter Kilpatrick, Hugo F. M. C. Martiniano, Ilias Mavridis, Sabri Pllana, Ana Respício, José Simão, Luís Veiga

Dataset, May, 2019

Medical Data Processing and Analysis for Remote Health and Activities Monitoring.

Salvatore Vitabile, Michal Marks, Dragan Stojanovic, Sabri Pllana, José Manuel Molina, Mateusz Krzyszton, Andrzej Sikora, Andrzej Jarynowski, Farhoud Hosseinpour, Agnieszka Jakobik, Aleksandra Stojnev Ilic, Ana Respício, Dorin Moldovan, Cristina Pop, Ioan Salomie

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Towards Human Cell Simulation.

Simone Spolaor, Marco Gribaudo, Mauro Iacono, Tomas Kadavy, Zuzana Komínková Oplatková, Giancarlo Mauri, Sabri Pllana, Roman Senkerik, Natalija Stojanovic, Esko Turunen, Adam Viktorin, Salvatore Vitabile, Ales Zamuda, Marco S. Nobile

Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

SciChallenge: A Social Media Aware Platform for Contest-Based STEM Education and Motivation of Young Students.

Achilleas P. Achilleos, Christos Mettouris, Alexandros Yeratziotis, George A. Papadopoulos, Sabri Pllana, Florian Huber, Bernhard Jäger, Peter Leitner, Zsófia Ocsovszky, András Dinnyés

IEEE Trans. Learn. Technol., 2019

CHAOS: a parallelization scheme for training convolutional neural networks on Intel Xeon Phi.

Andre Viebke, Suejb Memeti, Sabri Pllana, Ajith Abraham

J. Supercomput., 2019

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

Suejb Memeti, Sabri Pllana, Alécio Pedro Delazari Binotto, Joanna Kolodziej, Ivona Brandic

Computing, 2019

Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures.

Andre Viebke, Sabri Pllana, Suejb Memeti, Joanna Kolodziej

Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019

Customizing Pareto Simulated Annealing for Multi-Objective Optimization of Control Cabinet Layout.

Sabri Pllana, Suejb Memeti, Joanna Kolodziej

Proceedings of the 22nd International Conference on Control Systems and Computer Science, 2019

IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest.

Yasser Alsouda, Sabri Pllana, Arianit Kurti

Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

2018

PAPA: A parallel programming assistant powered by IBM Watson cognitive computing technology.

Suejb Memeti, Sabri Pllana

J. Comput. Sci., 2018

A machine learning approach for accelerating DNA sequence analysis.

Suejb Memeti, Sabri Pllana

Int. J. High Perform. Comput. Appl., 2018

Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security.

Daniel Grzonka, Agnieszka Jakobik, Joanna Kolodziej, Sabri Pllana

Future Gener. Comput. Syst., 2018

A Machine Learning Driven IoT Solution for Noise Classification in Smart Cities.

Yasser Alsouda, Sabri Pllana, Arianit Kurti

CoRR, 2018

A Review of Machine Learning and Meta-heuristic Methods for Scheduling Parallel Computing Systems.

Suejb Memeti, Sabri Pllana, Alécio P. D. Binotto, Joanna Kolodziej, Ivona Brandic

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, 2018

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education.

Suejb Memeti, Sabri Pllana, Mexhid Ferati, Arianit Kurti, Ilir Jusufi

Proceedings of the Internet of Things. Information Processing in an Increasingly Connected World, 2018

A simulation study of a smart living IoT solution for remote elderly care.

David Perez, Suejb Memeti, Sabri Pllana

Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018

HSTREAM: A Directive-Based Language Extension for Heterogeneous Stream Computing.

Suejb Memeti, Sabri Pllana

Proceedings of the 2018 IEEE International Conference on Computational Science and Engineering, 2018

2017

Pushing STEM-education through a social-media-based contest format - experiences and lessons-learned from the H2020-project SciChallenge.

Florian Huber, Bernhard Jäger, Sabri Pllana, Zdenek Hrdlicka, Christos Mettouris, George A. Papadopoulos, Tamara Matevc, Zsófia Ocsovszky, Edina Hajdu, Chris Gary, Phil Smith

CoRR, 2017

Combinatorial optimization of DNA sequence analysis on heterogeneous systems.

Suejb Memeti, Sabri Pllana

Concurr. Comput. Pract. Exp., 2017

Benchmarking OpenCL, OpenACC, OpenMP, and CUDA: Programming Productivity, Performance, and Energy Consumption.

Suejb Memeti, Lu Li, Sabri Pllana, Joanna Kolodziej, Christoph W. Kessler

Proceedings of the 2017 Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, 2017

Using Cognitive Computing for Learning Parallel Programming: An IBM Watson Solution.

Adrian Calvo Chozas, Suejb Memeti, Sabri Pllana

Proceedings of the International Conference on Computational Science, 2017

2016

Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms.

Suejb Memeti, Sabri Pllana, Joanna Kolodziej

Proceedings of the Resource Management for Big Data Platforms, 2016

SciChallenge: Using Student-Generated Content and Contests to Enhance the Interest for Science Education and Careers.

Sabri Pllana, Florian Huber, Zdenek Hrdlicka, Christos Mettouris, Asja Veber, Zsófia Ocsovszky, Chris Gary, Eleni Boulomyti, Phil Smith

CoRR, 2016

A Study of an Internet of Things Solution for Independent Aging.

David García-Pérez, Suejb Memeti, Sabri Pllana

CoRR, 2016

Work Distribution of Data-Parallel Applications on Heterogeneous Systems.

Suejb Memeti, Sabri Pllana

Proceedings of the High Performance Computing, 2016

Combinatorial Optimization of Work Distribution on Heterogeneous Systems.

Suejb Memeti, Sabri Pllana

Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

2015

The Potential of the Intel Xeon Phi for Supervised Deep Learning.

Andre Viebke, Sabri Pllana

CoRR, 2015

Accelerating DNA Sequence Analysis using Intel Xeon Phi.

Suejb Memeti, Sabri Pllana

CoRR, 2015

Accelerating DNA Sequence Analysis Using Intel(R) Xeon Phi(TM).

Suejb Memeti, Sabri Pllana

Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Preparing HPC Applications for Exascale: Challenges and Recommendations.

Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit

Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

The Potential of the Intel (R) Xeon Phi for Supervised Deep Learning.

Andre Viebke, Sabri Pllana

Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Analyzing Large-Scale DNA Sequences on Multi-core Architectures.

Suejb Memeti, Sabri Pllana

Proceedings of the 18th IEEE International Conference on Computational Science and Engineering, 2015

2014

Introduction to the computing special issue: performance portability and tuning for multi-core and many-core computing systems.

Sabri Pllana, Jacob Barhen

Computing, 2014

Providing Assurances for Self-Adaptation in a Mobile Digital Storytelling Application Using ActivFORMS.

Danny Weyns, Stepan Shevtsov, Sabri Pllana

Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

PaREM: A Novel Approach for Parallel Regular Expression Matching.

Suejb Memeti, Sabri Pllana

Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013

High-level Support for Hybrid Parallel Execution of C++ Applications Targeting Intel® Xeon Phi™ Coprocessors.

Jirí Dokulil, Enes Bajrovic, Siegfried Benkner, Sabri Pllana, Martin Sandrieser, Beverly Bachmayer

Proceedings of the International Conference on Computational Science, 2013

2012

Using explicit platform descriptions to support programming of heterogeneous many-core systems.

Martin Sandrieser, Siegfried Benkner, Sabri Pllana

Parallel Comput., 2012

Efficient Hybrid Execution of C++ Applications using Intel(R) Xeon Phi(TM) Coprocessor

Jirí Dokulil, Enes Bajrovic, Siegfried Benkner, Sabri Pllana, Martin Sandrieser, Beverly Bachmayer

CoRR, 2012

Poster: Leveraging PEPPHER Technology for Performance Portable Supercomputing.

Christoph W. Keßler, Usman Dastgeer, Mudassar Majeed, Nathalie Furmento, Samuel Thibault, Raymond Namyst, Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Martin Wimmer

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Leveraging PEPPHER Technology for Performance Portable Supercomputing.

Christoph W. Kessler, Usman Dastgeer, Mudassar Majeed, Nathalie Furmento, Samuel Thibault, Raymond Namyst, Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Martin Wimmer

Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Topic 11: Multicore and Manycore Programming.

Eduard Ayguadé, Dionisios N. Pnevmatikatos, Rudolf Eigenmann, Mikel Luján, Sabri Pllana

Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Programmability and performance portability aspects of heterogeneous multi-/manycore systems.

Christoph W. Kessler, Usman Dastgeer, Samuel Thibault, Raymond Namyst, Andrew Richards, Uwe Dolinsky, Siegfried Benkner, Jesper Larsson Träff, Sabri Pllana

Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011

PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems.

Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Uwe Dolinsky, Cédric Augonnet, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Vitaly Osipov

IEEE Micro, 2011

Grid and P2P middleware for wide-area parallel processing.

Fatos Xhafa, Sabri Pllana, Leonard Barolli, Evjola Spaho

Concurr. Comput. Pract. Exp., 2011

The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures.

Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Andrew Richards, Raymond Namyst, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Peter Sanders

Proceedings of the Applications, Tools and Techniques on the Road to Exascale Computing, Proceedings of the conference ParCo 2011, 31 August, 2011

A Survey of the State of the Art in Data Mining and Integration Query Languages.

Sabri Pllana, Ivan Janciak, Peter Brezany, Alexander Wöhrer

Proceedings of the 14th International Conference on Network-Based Information Systems, 2011

Explicit Platform Descriptions for Heterogeneous Many-Core Architectures.

Martin Sandrieser, Siegfried Benkner, Sabri Pllana

Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Improving programmability of heterogeneous many-core systems via explicit platform descriptions.

Martin Sandrieser, Siegfried Benkner, Sabri Pllana

Proceedings of the 4th International Workshop on Multicore Software Engineering, 2011

Introduction.

Sabri Pllana, Jean-François Méhaut, Eduard Ayguadé, Herbert Cornelius, Jacob Barhen

Proceedings of the Euro-Par 2011 Parallel Processing - 17th International Conference, 2011

2010

Grid and P2P Middleware for Scientific Computing Systems.

Fatos Xhafa, Sabri Pllana, Leonard Barolli

Proceedings of the CISIS 2010, 2010

An Ant-Colony-Optimization Based Approach for Determination of Parameter Significance of Scientific Workflows.

Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany

Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications, 2010

2009

Hybrid Performance Modeling and Prediction of Large-Scale Parallel Systems.

Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli

Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009

Reviewers for Scientific Programming Special Issue on Software Development for Multi-core Computing Systems.

Sabri Pllana, Jesper Larsson Träff

Sci. Program., 2009

Introduction to the Scientific Programming Special Issue: Software Development for Multi-core Computing Systems.

Sabri Pllana, Jesper Larsson Träff

Sci. Program., 2009

Automatic Performance Model Transformation from a Human-intuitive to a Machine-efficient Form.

Sabri Pllana, Fatos Xhafa, Leonard Barolli

Scalable Comput. Pract. Exp., 2009

A novel approach for hybrid performance modelling and prediction of large-scale computing systems.

Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli

Int. J. Grid Util. Comput., 2009

Estimation of Parameters Sensitivity for Scientific Workflows.

Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany

Proceedings of the ICPPW 2009, 2009

Evaluation of the SUN UltraSparc T2+ Processor for Computational Science.

Martin Sandrieser, Sabri Pllana, Siegfried Benkner

Proceedings of the Computational Science, 2009

2008

Recent Developments in Multi-Core Computing Systems.

Sabri Pllana, Siegfried Benkner

Scalable Comput. Pract. Exp., 2008

Specification, planning, and execution of QoS-aware Grid workflows within the Amadeus environment.

Ivona Brandic, Sabri Pllana, Siegfried Benkner

Concurr. Comput. Pract. Exp., 2008

Provenance Support for Grid-Enabled Scientific Workflows.

Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany

Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Automatic Performance Model Transformation from UML to C++.

Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli

Proceedings of the 37th International Conference on Parallel Processing, 2008

Towards an Intelligent Environment for Programming Multi-core Computing Systems.

Sabri Pllana, Siegfried Benkner, Eduard Mehofer, Lasse Natvig, Fatos Xhafa

Proceedings of the Euro-Par 2008 Workshops, 2008

Hybrid Performance Modeling and Prediction of Large-Scale Computing Systems.

Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli

Proceedings of the Second International Conference on Complex, 2008

2007

Performance Modeling and Prediction of Parallel and Distributed Computing Systems: A Survey of the State of the Art.

Sabri Pllana, Ivona Brandic, Siegfried Benkner

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.

Ivona Brandic, Sabri Pllana, Siegfried Benkner

Sci. Program., 2006

Amadeus: A Holistic Service-oriented Environment for Grid Workflows.

Ivona Brandic, Sabri Pllana, Siegfried Benkner

Proceedings of the Grid and Cooperative Computing Workshops, 2006

2005

ASKALON: a tool set for cluster and Grid computing.

Thomas Fahringer, Alexandru Jugravu, Sabri Pllana, Radu Prodan, Clovis Seragiotto Jr., Hong Linh Truong

Concurr. Pract. Exp., 2005

Performance Prophet: A Performance Modeling and Prediction Tool for Parallel and Distributed Programs.

Sabri Pllana, Thomas Fahringer

Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

2004

A-GWL: Abstract Grid Workflow Language.

Thomas Fahringer, Sabri Pllana, Alex Villazón

Proceedings of the Computational Science, 2004

Teuta: Tool Support for Performance Modeling of Distributed and Parallel Applications.

Thomas Fahringer, Sabri Pllana, Johannes Testori

Proceedings of the Computational Science, 2004

Towards an UML Based Graphical Representation of Grid Workflow Applications.

Sabri Pllana, Thomas Fahringer, Johannes Testori, Siegfried Benkner, Ivona Brandic

Proceedings of the Grid Computing, 2004

2003

Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0.

Thomas Fahringer, Nicola Mazzocca, Massimiliano Rak, Sabri Pllana, Umberto Villano, Georg Madsen

Proceedings of the 11th Euromicro Workshop on Parallel, 2003

2002

Parallel and distributed systems: UML based modeling of performance oriented parallel and distributed applications.

Sabri Pllana, Thomas Fahringer

Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

On Customizing the UML for Modeling Performance-Oriented Applications.

Sabri Pllana, Thomas Fahringer

Proceedings of the UML 2002 - The Unified Modeling Language, 5th International Conference, Dresden, Germany, September 30, 2002