Sabri Pllana

Orcid: 0000-0002-4146-9062

According to our database1, Sabri Pllana authored at least 81 papers between 2002 and 2023.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2023
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework.
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.
Computing, 2022

Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM.
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.
Computing, 2021

2020
Programming languages for data-Intensive HPC applications: A systematic mapping study.
Parallel Comput., 2020

2019


Medical Data Processing and Analysis for Remote Health and Activities Monitoring.
Proceedings of the High-Performance Modelling and Simulation for Big Data Applications, 2019

Towards Human Cell Simulation.
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.
IEEE Trans. Learn. Technol., 2019

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

IoT-based Urban Noise Identification Using Machine Learning: Performance of SVM, KNN, Bagging, and Random Forest.
Proceedings of the International Conference on Omni-Layer Intelligent Systems, 2019

2018
PAPA: A parallel programming assistant powered by IBM Watson cognitive computing technology.
J. Comput. Sci., 2018

A machine learning approach for accelerating DNA sequence analysis.
Int. J. High Perform. 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

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

IoTutor: How Cognitive Computing Can Be Applied to Internet of Things Education.
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.
Proceedings of the Third International Conference on Fog and Mobile Edge Computing, 2018

HSTREAM: A Directive-Based Language Extension for Heterogeneous Stream Computing.
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.
CoRR, 2017

Combinatorial optimization of DNA sequence analysis on heterogeneous systems.
Concurr. Comput. Pract. Exp., 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

Using Cognitive Computing for Learning Parallel Programming: An IBM Watson Solution.
Proceedings of the International Conference on Computational Science, 2017

2016
Optimal Worksharing of DNA Sequence Analysis on Accelerated Platforms.
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.
CoRR, 2016

A Study of an Internet of Things Solution for Independent Aging.
CoRR, 2016

Work Distribution of Data-Parallel Applications on Heterogeneous Systems.
Proceedings of the High Performance Computing, 2016

Combinatorial Optimization of Work Distribution on Heterogeneous Systems.
Proceedings of the 45th International Conference on Parallel Processing Workshops, 2016

2015
The Potential of the Intel Xeon Phi for Supervised Deep Learning.
CoRR, 2015

Accelerating DNA Sequence Analysis using Intel Xeon Phi.
CoRR, 2015

Accelerating DNA Sequence Analysis Using Intel(R) Xeon Phi(TM).
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

Preparing HPC Applications for Exascale: Challenges and Recommendations.
Proceedings of the 18th International Conference on Network-Based Information Systems, 2015

The Potential of the Intel (R) Xeon Phi for Supervised Deep Learning.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

Analyzing Large-Scale DNA Sequences on Multi-core Architectures.
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.
Computing, 2014

Providing Assurances for Self-Adaptation in a Mobile Digital Storytelling Application Using ActivFORMS.
Proceedings of the Eighth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2014

PaREM: A Novel Approach for Parallel Regular Expression Matching.
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.
Proceedings of the International Conference on Computational Science, 2013

2012
Using explicit platform descriptions to support programming of heterogeneous many-core systems.
Parallel Comput., 2012

Efficient Hybrid Execution of C++ Applications using Intel(R) Xeon Phi(TM) Coprocessor
CoRR, 2012

Poster: Leveraging PEPPHER Technology for Performance Portable Supercomputing.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Abstract: Leveraging PEPPHER Technology for Performance Portable Supercomputing.
Proceedings of the 2012 SC Companion: High Performance Computing, 2012

Topic 11: Multicore and Manycore Programming.
Proceedings of the Euro-Par 2012 Parallel Processing - 18th International Conference, 2012

Programmability and performance portability aspects of heterogeneous multi-/manycore systems.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

2011
PEPPHER: Efficient and Productive Usage of Hybrid Computing Systems.
IEEE Micro, 2011

Grid and P2P middleware for wide-area parallel processing.
Concurr. Comput. Pract. Exp., 2011

The PEPPHER Approach to Programmability and Performance Portability for Heterogeneous many-core Architectures.
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.
Proceedings of the 14th International Conference on Network-Based Information Systems, 2011

Explicit Platform Descriptions for Heterogeneous Many-Core Architectures.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Improving programmability of heterogeneous many-core systems via explicit platform descriptions.
Proceedings of the 4th International Workshop on Multicore Software Engineering, 2011

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

2010
Grid and P2P Middleware for Scientific Computing Systems.
Proceedings of the CISIS 2010, 2010

An Ant-Colony-Optimization Based Approach for Determination of Parameter Significance of Scientific Workflows.
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.
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.
Sci. Program., 2009

Introduction to the Scientific Programming Special Issue: Software Development for Multi-core Computing Systems.
Sci. Program., 2009

Automatic Performance Model Transformation from a Human-intuitive to a Machine-efficient Form.
Scalable Comput. Pract. Exp., 2009

A novel approach for hybrid performance modelling and prediction of large-scale computing systems.
Int. J. Grid Util. Comput., 2009

Estimation of Parameters Sensitivity for Scientific Workflows.
Proceedings of the ICPPW 2009, 2009

Evaluation of the SUN UltraSparc T2+ Processor for Computational Science.
Proceedings of the Computational Science, 2009

2008
Recent Developments in Multi-Core Computing Systems.
Scalable Comput. Pract. Exp., 2008

Specification, planning, and execution of QoS-aware Grid workflows within the Amadeus environment.
Concurr. Comput. Pract. Exp., 2008

Provenance Support for Grid-Enabled Scientific Workflows.
Proceedings of the Fourth International Conference on Semantics, Knowledge and Grid, 2008

Automatic Performance Model Transformation from UML to C++.
Proceedings of the 37th International Conference on Parallel Processing, 2008

Towards an Intelligent Environment for Programming Multi-core Computing Systems.
Proceedings of the Euro-Par 2008 Workshops, 2008

Hybrid Performance Modeling and Prediction of Large-Scale Computing Systems.
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.
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.
Sci. Program., 2006

Amadeus: A Holistic Service-oriented Environment for Grid Workflows.
Proceedings of the Grid and Cooperative Computing Workshops, 2006

2005
ASKALON: a tool set for cluster and Grid computing.
Concurr. Pract. Exp., 2005

Performance Prophet: A Performance Modeling and Prediction Tool for Parallel and Distributed Programs.
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005

2004
A-GWL: Abstract Grid Workflow Language.
Proceedings of the Computational Science, 2004

Teuta: Tool Support for Performance Modeling of Distributed and Parallel Applications.
Proceedings of the Computational Science, 2004

Towards an UML Based Graphical Representation of Grid Workflow Applications.
Proceedings of the Grid Computing, 2004

2003
Performance Modeling of Scientific Applications: Scalability Analysis of LAPW0.
Proceedings of the 11th Euromicro Workshop on Parallel, 2003

2002
Parallel and distributed systems: UML based modeling of performance oriented parallel and distributed applications.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

On Customizing the UML for Modeling Performance-Oriented Applications.
Proceedings of the UML 2002 - The Unified Modeling Language, 5th International Conference, Dresden, Germany, September 30, 2002


  Loading...