Sabri Pllana

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 39

Top Topics

Machine Learning

Sequence Analysis

Top Venues

Publications

Julian M. 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
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CoRR (2023)
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
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework. CF (2023)
Ozcan Ozturk, Sabri Pllana, Smaïl Niar, Kaoutar El Maghraoui
Special issue on recent advances in autonomous vehicle solutions in the digital continuum. Computing 104 (3) (2022)
Iryna Talamanova, Sabri Pllana
Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM. CoRR (2022)
Iryna Talamanova, Sabri Pllana
Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM. ISDA (3) (2022)
Suejb Memeti, Sabri Pllana
Optimization of heterogeneous systems with AI planning heuristics and machine learning: a performance and energy aware approach. Computing 103 (12) (2021)
Suejb Memeti, Sabri Pllana
Optimization of Heterogeneous Systems with AI Planning Heuristics and Machine Learning: A Performance and Energy Aware Approach. CoRR (2021)
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
Programming languages for data-Intensive HPC applications: A systematic mapping study. Parallel Comput. 91 (2020)
Suejb Memeti, Sabri Pllana, Alécio Pedro Delazari Binotto, Joanna Kolodziej, Ivona Brandic
Using meta-heuristics and machine learning for software optimization of parallel computing systems: a systematic literature review. Computing 101 (8) (2019)
Sabri Pllana, Suejb Memeti, Joanna Kolodziej
Customizing Pareto Simulated Annealing for Multi-objective Optimization of Control Cabinet Layout. CoRR (2019)
Yasser Alsouda, Sabri Pllana, Arianit Kurti
IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest. COINS (2019)
Andre Viebke, Sabri Pllana, Suejb Memeti, Joanna Kolodziej
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures. CoRR (2019)
Achilleas P. Achilleos, Christos Mettouris, Alexandros Yeratziotis, George A. Papadopoulos, Sabri Pllana, Florian Huber, Bernhard Jäger, Peter Leitner, Zsófia Ocsovszky, Andras Dinnyes
SciChallenge: A Social Media Aware Platform for Contest-Based STEM Education and Motivation of Young Students. IEEE Trans. Learn. Technol. 12 (1) (2019)
Andre Viebke, Sabri Pllana, Suejb Memeti, Joanna Kolodziej
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures. HPCS (2019)
Andre Viebke, Suejb Memeti, Sabri Pllana, Ajith Abraham
CHAOS: a parallelization scheme for training convolutional neural networks on Intel Xeon Phi. J. Supercomput. 75 (1) (2019)
Sabri Pllana, Suejb Memeti, Joanna Kolodziej
Customizing Pareto Simulated Annealing for Multi-Objective Optimization of Control Cabinet Layout. CSCS (2019)
Suejb Memeti, Sabri Pllana
PAPA: A parallel programming assistant powered by IBM Watson cognitive computing technology. J. Comput. Sci. 26 (2018)
Suejb Memeti, Sabri Pllana
HSTREAM: A directive-based language extension for heterogeneous stream computing. CoRR (2018)
Suejb Memeti, Sabri Pllana, Alécio P. D. Binotto, Joanna Kolodziej, Ivona Brandic
A Review of Machine Learning and Meta-heuristic Methods for Scheduling Parallel Computing Systems. LOPAL (2018)
David Perez, Suejb Memeti, Sabri Pllana
A simulation study of a smart living IoT solution for remote elderly care. FMEC (2018)
Suejb Memeti, Sabri Pllana, Mexhid Ferati, Arianit Kurti, Ilir Jusufi
IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education. IFIPIoT@WCC (2018)
Suejb Memeti, Sabri Pllana
A machine learning approach for accelerating DNA sequence analysis. Int. J. High Perform. Comput. Appl. 32 (3) (2018)
Suejb Memeti, Sabri Pllana, Alécio P. D. Binotto, Joanna Kolodziej, Ivona Brandic
Using Meta-heuristics and Machine Learning for Software Optimization of Parallel Computing Systems: A Systematic Literature Review. CoRR (2018)
Daniel Grzonka, Agnieszka Jakobik, Joanna Kolodziej, Sabri Pllana
Using a multi-agent system and artificial intelligence for monitoring and improving the cloud performance and security. Future Gener. Comput. Syst. 86 (2018)
Yasser Alsouda, Sabri Pllana, Arianit Kurti
A Machine Learning Driven IoT Solution for Noise Classification in Smart Cities. CoRR (2018)
Suejb Memeti, Sabri Pllana
HSTREAM: A Directive-Based Language Extension for Heterogeneous Stream Computing. CSE (2018)
Adrian Calvo Chozas, Suejb Memeti, Sabri Pllana
Using Cognitive Computing for Learning Parallel Programming: An IBM Watson Solution. ICCS (2017)
Adrian Calvo Chozas, Suejb Memeti, Sabri Pllana
Using Cognitive Computing for Learning Parallel Programming: An IBM Watson Solution. CoRR (2017)
Suejb Memeti, Lu Li, Sabri Pllana, Joanna Kolodziej, Christoph W. Kessler
Benchmarking OpenCL, OpenACC, OpenMP, and CUDA: programming productivity, performance, and energy consumption. CoRR (2017)
Florian Huber, Bernhard Jäger, Sabri Pllana, Zdenek Hrdlicka, Christos Mettouris, George A. Papadopoulos, Tamara Matevc, Zsófia Ocsovszky, Edina Hajdu, Chris Gary, Phil Smith
Pushing STEM-education through a social-media-based contest format - experiences and lessons-learned from the H2020-project SciChallenge. CoRR (2017)
Suejb Memeti, Lu Li, Sabri Pllana, Joanna Kolodziej, Christoph W. Kessler
Benchmarking OpenCL, OpenACC, OpenMP, and CUDA: Programming Productivity, Performance, and Energy Consumption. ARMS-CC@PODC (2017)
Andre Viebke, Suejb Memeti, Sabri Pllana, Ajith Abraham
CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi. CoRR (2017)
Suejb Memeti, Sabri Pllana
Combinatorial optimization of DNA sequence analysis on heterogeneous systems. Concurr. Comput. Pract. Exp. 29 (7) (2017)
Suejb Memeti, Sabri Pllana
Combinatorial Optimization of Work Distribution on Heterogeneous Systems. CoRR (2016)
Sabri Pllana, Ivan Janciak, Peter Brezany, Alexander Wöhrer
A Survey of the State of the Art in Data Mining and Integration Query Languages. CoRR (2016)
David García-Pérez, Suejb Memeti, Sabri Pllana
A Study of an Internet of Things Solution for Independent Aging. CoRR (2016)
Suejb Memeti, Sabri Pllana
Combinatorial Optimization of Work Distribution on Heterogeneous Systems. ICPP Workshops (2016)
Suejb Memeti, Sabri Pllana
Work Distribution of Data-Parallel Applications on Heterogeneous Systems. ISC Workshops (2016)
Sabri Pllana, Florian Huber, Zdenek Hrdlicka, Christos Mettouris, Asja Veber, Zsófia Ocsovszky, Chris Gary, Eleni Boulomyti, Phil Smith
SciChallenge: Using Student-Generated Content and Contests to Enhance the Interest for Science Education and Careers. CoRR (2016)
Andre Viebke, Sabri Pllana
The Potential of the Intel (R) Xeon Phi for Supervised Deep Learning. HPCC/CSS/ICESS (2015)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. CoRR (2015)
Andre Viebke, Sabri Pllana
The Potential of the Intel Xeon Phi for Supervised Deep Learning. CoRR (2015)
Suejb Memeti, Sabri Pllana
Accelerating DNA Sequence Analysis using Intel Xeon Phi. CoRR (2015)
Suejb Memeti, Sabri Pllana
Analyzing large-scale DNA Sequences on Multi-core Architectures. CoRR (2015)
Suejb Memeti, Sabri Pllana
Analyzing Large-Scale DNA Sequences on Multi-core Architectures. CSE (2015)
Suejb Memeti, Sabri Pllana
Accelerating DNA Sequence Analysis Using Intel(R) Xeon Phi(TM). TrustCom/BigDataSE/ISPA (3) (2015)
Erika Ábrahám, Costas Bekas, Ivona Brandic, Samir Genaim, Einar Broch Johnsen, Ivan Kondov, Sabri Pllana, Achim Streit
Preparing HPC Applications for Exascale: Challenges and Recommendations. NBiS (2015)
Sabri Pllana, Jacob Barhen
Introduction to the computing special issue: performance portability and tuning for multi-core and many-core computing systems. Computing 96 (12) (2014)
Suejb Memeti, Sabri Pllana
PaREM: A Novel Approach for Parallel Regular Expression Matching. CSE (2014)
Suejb Memeti, Sabri Pllana
PaREM: A Novel Approach for Parallel Regular Expression Matching. CoRR (2014)
Danny Weyns, Stepan Shevtsov, Sabri Pllana
Providing Assurances for Self-Adaptation in a Mobile Digital Storytelling Application Using ActivFORMS. SASO (2014)
Jirí Dokulil, Enes Bajrovic, Siegfried Benkner, Sabri Pllana, Martin Sandrieser, Beverly Bachmayer
High-level Support for Hybrid Parallel Execution of C++ Applications Targeting Intel® Xeon Phi™ Coprocessors. ICCS (2013)
Christoph W. Kessler, Usman Dastgeer, Samuel Thibault, Raymond Namyst, Andrew Richards, Uwe Dolinsky, Siegfried Benkner, Jesper Larsson Träff, Sabri Pllana
Programmability and performance portability aspects of heterogeneous multi-/manycore systems. DATE (2012)
Eduard Ayguadé, Dionisios N. Pnevmatikatos, Rudolf Eigenmann, Mikel Luján, Sabri Pllana
Topic 11: Multicore and Manycore Programming. Euro-Par (2012)
Christoph W. Kessler, Usman Dastgeer, Mudassar Majeed, Nathalie Furmento, Samuel Thibault, Raymond Namyst, Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Martin Wimmer
Abstract: Leveraging PEPPHER Technology for Performance Portable Supercomputing. SC Companion (2012)
Christoph W. Keßler, Usman Dastgeer, Mudassar Majeed, Nathalie Furmento, Samuel Thibault, Raymond Namyst, Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Martin Wimmer
Poster: Leveraging PEPPHER Technology for Performance Portable Supercomputing. SC Companion (2012)
Martin Sandrieser, Siegfried Benkner, Sabri Pllana
Using explicit platform descriptions to support programming of heterogeneous many-core systems. Parallel Comput. 38 (1-2) (2012)
Jirí Dokulil, Enes Bajrovic, Siegfried Benkner, Sabri Pllana, Martin Sandrieser, Beverly Bachmayer
Efficient Hybrid Execution of C++ Applications using Intel(R) Xeon Phi(TM) Coprocessor CoRR (2012)
Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Uwe Dolinsky, Cédric Augonnet, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Vitaly Osipov
PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems. IEEE Micro 31 (5) (2011)
Martin Sandrieser, Siegfried Benkner, Sabri Pllana
Improving programmability of heterogeneous many-core systems via explicit platform descriptions. IWMSE@ICSE (2011)
Siegfried Benkner, Sabri Pllana, Jesper Larsson Träff, Philippas Tsigas, Andrew Richards, Raymond Namyst, Beverly Bachmayer, Christoph W. Kessler, David Moloney, Peter Sanders
The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures. PARCO (2011)
Sabri Pllana, Ivan Janciak, Peter Brezany, Alexander Wöhrer
A Survey of the State of the Art in Data Mining and Integration Query Languages. NBiS (2011)
Sabri Pllana, Jean-François Méhaut, Eduard Ayguadé, Herbert Cornelius, Jacob Barhen
Introduction. Euro-Par (2) (2011)
Fatos Xhafa, Sabri Pllana, Leonard Barolli, Evjola Spaho
Grid and P2P middleware for wide-area parallel processing. Concurr. Comput. Pract. Exp. 23 (5) (2011)
Martin Sandrieser, Siegfried Benkner, Sabri Pllana
Explicit Platform Descriptions for Heterogeneous Many-Core Architectures. IPDPS Workshops (2011)
Fatos Xhafa, Sabri Pllana, Leonard Barolli
Grid and P2P Middleware for Scientific Computing Systems. CISIS (2010)
Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany
An Ant-Colony-Optimization Based Approach for Determination of Parameter Significance of Scientific Workflows. AINA (2010)
Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany
Estimation of Parameters Sensitivity for Scientific Workflows. ICPP Workshops (2009)
Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli
A novel approach for hybrid performance modelling and prediction of large-scale computing systems. Int. J. Grid Util. Comput. 1 (4) (2009)
Sabri Pllana, Jesper Larsson Träff
Introduction to the Scientific Programming Special Issue: Software Development for Multi-core Computing Systems. Sci. Program. 17 (4) (2009)
Martin Sandrieser, Sabri Pllana, Siegfried Benkner
Evaluation of the SUN UltraSparc T2+ Processor for Computational Science. ICCS (1) (2009)
Sabri Pllana, Jesper Larsson Träff
Reviewers for Scientific Programming Special Issue on Software Development for Multi-core Computing Systems. Sci. Program. 17 (4) (2009)
Sabri Pllana, Fatos Xhafa, Leonard Barolli
Automatic Performance Model Transformation from a Human-intuitive to a Machine-efficient Form. Scalable Comput. Pract. Exp. 10 (1) (2009)
Sabri Pllana, Siegfried Benkner, Eduard Mehofer, Lasse Natvig, Fatos Xhafa
Towards an Intelligent Environment for Programming Multi-core Computing Systems. Euro-Par Workshops (2008)
Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli
Automatic Performance Model Transformation from UML to C++. ICPP Workshops (2008)
Fakhri Alam Khan, Yuzhang Han, Sabri Pllana, Peter Brezany
Provenance Support for Grid-Enabled Scientific Workflows. SKG (2008)
Ivona Brandic, Sabri Pllana, Siegfried Benkner
Specification, planning, and execution of QoS-aware Grid workflows within the Amadeus environment. Concurr. Comput. Pract. Exp. 20 (4) (2008)
Sabri Pllana, Siegfried Benkner
Recent Developments in Multi-Core Computing Systems. Scalable Comput. Pract. Exp. 9 (3) (2008)
Sabri Pllana, Siegfried Benkner, Fatos Xhafa, Leonard Barolli
Hybrid Performance Modeling and Prediction of Large-Scale Computing Systems. CISIS (2008)
Sabri Pllana, Ivona Brandic, Siegfried Benkner
Performance Modeling and Prediction of Parallel and Distributed Computing Systems: A Survey of the State of the Art. CISIS (2007)
Ivona Brandic, Sabri Pllana, Siegfried Benkner
Amadeus: A Holistic Service-oriented Environment for Grid Workflows. GCC Workshops (2006)
Ivona Brandic, Sabri Pllana, Siegfried Benkner
An approach for the high-level specification of QoS-aware grid workflows considering location affinity. Sci. Program. 14 (3-4) (2006)
Sabri Pllana, Thomas Fahringer
Performance Prophet: A Performance Modeling and Prediction Tool for Parallel and Distributed Programs. ICPP Workshops (2005)
Thomas Fahringer, Alexandru Jugravu, Sabri Pllana, Radu Prodan, Clovis Seragiotto Jr., Hong Linh Truong
ASKALON: a tool set for cluster and Grid computing. Concurr. Pract. Exp. 17 (2-4) (2005)
Sabri Pllana, Thomas Fahringer, Johannes Testori, Siegfried Benkner, Ivona Brandic
Towards an UML Based Graphical Representation of Grid Workflow Applications. European Across Grids Conference (2004)
Thomas Fahringer, Sabri Pllana, Alex Villazón
A-GWL: Abstract Grid Workflow Language. International Conference on Computational Science (2004)
Thomas Fahringer, Sabri Pllana, Johannes Testori
Teuta: Tool Support for Performance Modeling of Distributed and Parallel Applications. International Conference on Computational Science (2004)
Thomas Fahringer, Nicola Mazzocca, Massimiliano Rak, Sabri Pllana, Umberto Villano, Georg Madsen
Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0. PDP (2003)
Sabri Pllana, Thomas Fahringer
On Customizing the UML for Modeling Performance-Oriented Applications. UML (2002)
Sabri Pllana, Thomas Fahringer
Parallel and distributed systems: UML based modeling of performance oriented parallel and distributed applications. WSC (2002)