Roland Mathá, PhD
Personal Information and more
AWS Certificates
Publications
Journals (6)
Autotuning of exascale applications with anomaly detection
Dragi Kimovski, Roland Mathá, Gabriel Iuhasz, Fabrizio Marozzo, Dana Petcu, and Radu Prodan; Frontiers in Big Data, section Data Mining and Management; 2021.Cloud, Fog or Edge: Where to Compute?
Dragi Kimovski, Roland Mathá, Josef Hammer, Narges Mehran, Hermann Hellwagner and Radu Prodan; IEEE Internet Computing; 2021; DOI: 10.1109/MIC.2021.3050613.The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures
Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, and Alexandru Iosup; IEEE Transactions on Parallel and Distributed Systems (TPDS 2020); DOI: 10.1109/TPDS.2020.2984821 ; A* ranking.Simplified Workflow Simulation on Clouds based on Computation and Communication Noisiness
Roland Mathá, Sasko Ristov, Thomas Fahringer and Radu Prodan; IEEE Transactions on Parallel and Distributed Systems (TPDS 2020); DOI: 10.1109/TPDS.2020.2967662; A* ranking.A new model for cloud elastic services efficiency
Sasko Ristov, Roland Mathá, Dragi Kimovski, Radu Prodan and Marjan Gusev; International Journal of Parallel, Emergent and Distributed Systems (2018); DOI: 10.1080/17445760.2018.1434174Simulation of a workflow execution as a real Cloud by adding noise
Roland Mathá, Sasko Ristov and Radu Prodan; Simulation Modelling Practice and Theory (SIMPAT 2017); DOI: 10.1016/j.simpat.2017.09.003; Impact Factor (2018) = 2.426
Conferences (5)
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instance
Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy, Christian Timmerer and Radu Prodan, 17th IEEE eScience 2021.ComplexCTTP: Complexity Class Based Transcoding Time Prediction for Video Sequences using Artificial Neural Network
Anatoliy Zabrovskiy, Prateek Agrawal, Roland Mathá, Christian Timmerer and Radu Prodan; 6th IEEE International Conference on Multimedia Big Data (BigMM 2020); DOI: 10.1109/BigMM50055.2020.00056A Simplified Model for Simulating the Execution of a Workflow in Cloud
Roland Mathá, Sasko Ristov and Radu Prodan; 23rd International European Conference on Parallel and Distributed Computing (Euro-Par 2017); DOI: 10.1007/978- 3-319-64203-1Multi-objective Service Oriented Network Provisioning in ultra-scale systems
Dragi Kimovski, Sasko Ristov, Roland Mathá and Radu Prodan; Fifth Workshop on Large Scale Distributed Virtual Environments (Euro-Par Workshop LSDVE 2017); DOI: 10.1007/978-3-319-75178-8_43Analysing the performance instability correlation with various workflow and cloud parameters
Sasko Ristov, Roland Mathá and Radu Prodan; 25th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2017); DOI: 10.1109/PDP.2017.80
Technical Reports (1)
The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures -- Technical Report; Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman and Alexandru Iosup;