Radu Prodan

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 147

Top Venues

CoRR

UCC

ICPE (Companion)

Future Gener. Comput. Syst.

Publications

Alexandru Iosup, Radu Prodan, Ana Lucia Varbanescu
GraphSys-2024: 2nd Workshop on Serverless, Extreme-Scale, and Sustainable Graph Processing Systems. ICPE (Companion) (2024)
Christian Bauer, Samira Afzal, Sandro Linder, Radu Prodan, Christian Timmerer
GREEM: An Open-Source Energy Measurement Tool for Video Processing. MMSys (2024)
Armin Lachini, Manuel Hoi, Samira Afzal, Sandro Linder, Farzad Tashtarian, Radu Prodan, Christian Timmerer
VEEP: Video Encoding Energy and CO2 Emission Prediction. GMSys@MMSys (2024)
Akif Quddus Khan, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Cloud storage cost: a taxonomy and survey. World Wide Web (WWW) 27 (4) (2024)
Narges Mehran, Arman Haghighi, Pedram Aminharati, Nikolay Nikolov, Ahmet Soylu, Dumitru Roman, Radu Prodan
Comparison of Microservice Call Rate Predictions for Replication in the Cloud. CoRR (2024)
Reza Farahani, Frank Loh, Dumitru Roman, Radu Prodan
Serverless Workflow Management on the Computing Continuum: A Mini-Survey. ICPE (Companion) (2024)
Samira Afzal, Narges Mehran, Zoha Azimi Ourimi, Farzad Tashtarian, Hadi Amirpour, Radu Prodan, Christian Timmerer
A Survey on Energy Consumption and Environmental Impact of Video Streaming. CoRR (2024)
Reza Farahani, Zoha Azimi Ourimi, Christian Timmerer, Radu Prodan
Towards AI-Assisted Sustainable Adaptive Video Streaming Systems: Tutorial and Survey. CoRR (2024)
Zeinab Bakhshi, Guillermo Rodríguez-Navas, Hans Hansson, Radu Prodan
Evaluation of Storage Placement in Computing Continuum for a Robotic Application. J. Grid Comput. 22 (2) (2024)
Narges Mehran, Dragi Kimovski, Hermann Hellwagner, Dumitru Roman, Ahmet Soylu, Radu Prodan
Scheduling of Distributed Applications on the Computing Continuum: A Survey. CoRR (2024)
Dragi Kimovski, Nishant Saurabh, Matthijs Jansen, Atakan Aral, Auday Al-Dulaimy, André B. Bondi, Antonino Galletta, Alessandro V. Papadopoulos, Alexandru Iosup, Radu Prodan
Beyond Von Neumann in the Computing Continuum: Architectures, Applications, and Future Directions. IEEE Internet Comput. 28 (3) (2024)
Zoha Azimi Ourimi, Reza Farahani, Vignesh V. Menon, Christian Timmerer, Radu Prodan
Towards ML-Driven Video Encoding Parameter Selection for Quality and Energy Optimization. QoMEX (2024)
Sandro Linder, Samira Afzal, Christian Bauer, Hadi Amirpour, Radu Prodan, Christian Timmerer
VEED: Video Encoding Energy and CO2 Emissions Dataset for AWS EC2 instances. MMSys (2024)
S. Haleh S. Dizaji, Joze M. Rozanec, Reza Farahani, Dumitru Roman, Radu Prodan
An Extensive Characterization of Graph Sampling Algorithms. ICPE (Companion) (2024)
Josef Hammer, Dragi Kimovski, Narges Mehran, Radu Prodan, Hermann Hellwagner
C3-Edge - An Automated Mininet-Compatible SDN Testbed on Raspberry Pis and Nvidia Jetsons. NOMS (2023)
Samira Afzal, Narges Mehran, Sandro Linder, Christian Timmerer, Radu Prodan
VE-Match: Video Encoding Matching-based Model for Cloud and Edge Computing Instances. GMSys@MMSys (2023)
Narges Mehran, Dragi Kimovski, Hermann Hellwagner, Dumitru Roman, Ahmet Soylu, Radu Prodan
Scheduling of Distributed Applications on the Computing Continuum: A Survey. UCC (2023)
Narges Mehran, Arman Haghighi, Pedram Aminharati, Nikolay Nikolov, Ahmet Soylu, Dumitru Roman, Radu Prodan
Comparison of Microservice Call Rate Predictions for Replication in the Cloud. UCC (2023)
Sashko Ristov, Marjan Gusev, Armin Hohenegger, Radu Prodan, Dimitar Mileski, Pano Gushev, Goran Temelkov
Serverless Electrocardiogram Stream Processing in Federated Clouds With Lambda Architecture. Computer 56 (9) (2023)
Sashko Ristov, Reza Farahani, Radu Prodan
Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS. ICPE (Companion) (2023)
Alexandru Iosup, Radu Prodan
ICPE'23 GraphSys Workshop Chairs Introduction (Welcome). ICPE (Companion) (2023)
Alexandru Iosup, Radu Prodan, Ana Lucia Varbanescu, Sacheendra Talluri, Gilles Magalhaes, Kailhan Hokstam, Hugo Zwaan, Vincent van Beek, Reza Farahani, Dragi Kimovski
Graph Greenifier: Towards Sustainable and Energy-Aware Massive Graph Processing in the Computing Continuum. ICPE (Companion) (2023)
Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Dumitru Roman, Bekir Sahin, Christoph Bussler, Ahmet Soylu
Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines. Sensors 23 (2) (2023)
Pawan Kumar Verma, Prateek Agrawal, Vishu Madaan, Radu Prodan
MCred: multi-modal message credibility for fake news detection using BERT and CNN. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Christian Bauer, Narges Mehran, Radu Prodan, Dragi Kimovski
Machine Learning Based Resource Utilization Prediction in the Computing Continuum. CAMAD (2023)
Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
A Taxonomy for Cloud Storage Cost. MEDES (2023)
Nuria de Lama Sanchez, Peter Haase, Dumitru Roman, Radu Prodan
Boosting the Impact of Extreme and Sustainable Graph Processing for Urgent Societal Challenges in Europe Graph-Massivizer: A Horizon Europe Project. ICPE (Companion) (2023)
Laurentiu Alexandru Vasiliu, Dumitru Roman, Radu Prodan
Extreme and Sustainable Graph Processing for Green Finance Investment and Trading. ICPE (Companion) (2023)
Zahra Najafabadi Samani, Narges Mehran, Dragi Kimovski, Radu Prodan
Proactive SLA-aware Application Placement in the Computing Continuum. IPDPS (2023)
Zahra Najafabadi Samani, Narges Mehran, Dragi Kimovski, Shajulin Benedict, Nishant Saurabh, Radu Prodan
Incremental Multilayer Resource Partitioning for Application Placement in Dynamic Fog. IEEE Trans. Parallel Distributed Syst. 34 (6) (2023)
Juanjuan Li, Rui Qin, Cristina Olaverri-Monreal, Radu Prodan, Fei-Yue Wang
Logistics 5.0: From Intelligent Networks to Sustainable Ecosystems. IEEE Trans. Intell. Veh. 8 (7) (2023)
Gregor Molan, Gregor Dolinar, Jovan Bojkovski, Radu Prodan, Andrea Borghesi, Martin Molan
Model for Quantitative Estimation of Functionality Influence on the Final Value of a Software Product. IEEE Access 11 (2023)
Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Towards Cloud Storage Tier Optimization with Rule-Based Classification. ESOCC (2023)
Hadi Amirpour, Vignesh V. Menon, Samira Afzal, Radu Prodan, Christian Timmerer
Optimizing Video Streaming for Sustainability and Quality: The Role of Preset Selection in Per-Title Encoding. ICME (2023)
Reza Farahani, Sashko Ristov, Radu Prodan
Designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum. Euro-Par Workshops (2023)
Reza Farahani, Abdelhak Bentaleb, Christian Timmerer, Mohammad Shojafar, Radu Prodan, Hermann Hellwagner
SARENA: SFC-Enabled Architecture for Adaptive Video Streaming Applications. ICC (2023)
Inês Rito Lima, Vasco Filipe, Cláudia Marinho, Alexandre Ulisses, Antorweep Chakravorty, Atanas Hristov, Nishant Saurabh, Zhiming Zhao, Ruyue Xin, Radu Prodan
ARTICONF decentralized social media platform for democratic crowd journalism. Soc. Netw. Anal. Min. 13 (1) (2023)
Amin Setayesh, Hamid Hadian, Radu Prodan
An Efficient Online Prediction of Host Workloads Using Pruned GRU Neural Nets. CoRR (2023)
Reza Farahani, Dragi Kimovski, Sashko Ristov, Alexandru Iosup, Radu Prodan
Towards Sustainable Serverless Processing of Massive Graphs on the Computing Continuum. ICPE (Companion) (2023)
Vignesh V. Menon, Samira Afzal, Prajit T. Rajendran, Klaus Schoeffmann, Radu Prodan, Christian Timmerer
Content-Adaptive Variable Framerate Encoding Scheme for Green Live Streaming. CoRR (2023)
Nikolay Nikolov, Arnor Solberg, Radu Prodan, Ahmet Soylu, Mihhail Matskin, Dumitru Roman
Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring. Computer 56 (10) (2023)
Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Christoph Bussler, Dumitru Roman, Ahmet Soylu
Towards Graph-based Cloud Cost Modelling and Optimisation. COMPSAC (2023)
Kurt Horvath, Dragi Kimovski, Christoph Uran, Helmut Wöllik, Radu Prodan
MESDD: A Distributed Geofence-Based Discovery Method for the Computing Continuum. Euro-Par (2023)
Martin Molan, Junaid Ahmed Khan, Andrea Bartolini, Roberta Turra, Giorgio Pedrazzi, Michael Cochez, Alexandru Iosup, Dumitru Roman, Joze M. Rozanec, Ana Lucia Varbanescu, Radu Prodan
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin. COMPSAC (2023)
Aso Validi, Vladislav Kashansky, Jihed Khiari, Hamid Hadian, Radu Prodan, Juanjuan Li, Fei-Yue Wang, Cristina Olaverri-Monreal
Hybrid On/Off Blockchain Approach for Vehicle Data Management, Processing and Visualization Exemplified by the ADAPT Platform. ITSC (2022)
Akif Quddus Khan, Nikolay Nikolov, Mihhail Matskin, Radu Prodan, Hui Song, Dumitru Roman, Ahmet Soylu
Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model. UCC (2022)
Sashko Ristov, Mika Hautz, Christian Hollaus, Radu Prodan
SimLess: simulate serverless workflows and their twins and siblings in federated FaaS. SoCC (2022)
Marjan Gusev, Sashko Ristov, Andrei Amza, Armin Hohenegger, Radu Prodan, Dimitar Mileski, Pano Gushev, Goran Temelkov
CardioHPC: Serverless Approaches for Real-Time Heart Monitoring of Thousands of Patients. WORKS@SC (2022)
Inês Rito Lima, Cláudia Marinho, Vasco Filipe, Alexandre Ulisses, Nishant Saurabh, Antorweep Chakravorty, Zhiming Zhao, Atanas Hristov, Radu Prodan
MOGPlay: A Decentralized Crowd Journalism Application for Democratic News Production. ASONAM (2022)
Dragi Kimovski, Sasko Ristov, Radu Prodan
Decentralized Machine Learning for Intelligent Health-Care Systems on the Computing Continuum. Computer 55 (10) (2022)
Aso Validi, Vladislav Kashansky, Jihed Khiari, Hamid Hadian, Radu Prodan, Juanjuan Li, Fei-Yue Wang, Cristina Olaverri-Monreal
Hybrid On/Off Blockchain Approach for Vehicle Data Management, Processing and Visualization Exemplified by the ADAPT Platform. CoRR (2022)
Dragi Kimovski, Sasko Ristov, Radu Prodan
Decentralized Machine Learning for Intelligent Health Care Systems on the Computing Continuum. CoRR (2022)
Gagangeet Singh Aujla, Radu Prodan, Danda B. Rawat
Big data analytics in Industry 4.0 ecosystems. Softw. Pract. Exp. 52 (3) (2022)
Dragi Kimovski, Christian Bauer, Narges Mehran, Radu Prodan
Big Data Pipeline Scheduling and Adaptation on the Computing Continuum. COMPSAC (2022)
Samira Afzal, Zahra Najafabadi Samani, Narges Mehran, Christian Timmerer, Radu Prodan
MPEC2: Multilayer and Pipeline Video Encoding on the Computing Continuum. NCA (2022)
Narges Mehran, Radu Prodan
CNN-assisted Road Sign Inspection on the Computing Continuum. UCC (2022)
Narges Mehran, Zahra Najafabadi Samani, Dragi Kimovski, Radu Prodan
Matching-based Scheduling of Asynchronous Data Processing Workflows on the Computing Continuum. CLUSTER (2022)
Dragi Kimovski, Narges Mehran, Christopher Emanuel Kerth, Radu Prodan
Mobility-Aware IoT Application Placement in the Cloud - Edge Continuum. IEEE Trans. Serv. Comput. 15 (6) (2022)
Alexander Lercher, Nishant Saurabh, Radu Prodan
Context-aware Community Evolution Prediction in Online Social Networks. ISPA/BDCloud/SocialCom/SustainCom (2022)
Dumitru Roman, Radu Prodan, Nikolay Nikolov, Ahmet Soylu, Mihhail Matskin, Andrea Marrella, Dragi Kimovski, Brian Elvesæter, Anthony Simonet-Boulogne, Giannis Ledakis, Hui Song, Francesco Leotta, Evgeny Kharlamov
Big Data Pipelines on the Computing Continuum: Tapping the Dark Data. Computer 55 (11) (2022)
Kurt Horvath, Dragi Kimovski, Christoph Uran, Radu Prodan, Helmut Wöllik
Geofence-Based Service Discovery in the Computing Continuum. UCC (2022)
Fatima Abdullah, Dragi Kimovski, Radu Prodan, Kashif Munir
Handover authentication latency reduction using mobile edge computing and mobility patterns. Computing 103 (11) (2021)
Vladislav Kashansky, Nishant Saurabh, Radu Prodan, Aso Validi, Cristina Olaverri-Monreal, Renate Burian, Gerhard Burian, Dimo Hirsch, Yisheng Lv, Fei-Yue Wang, Hai Zuhge
The ADAPT Project: Adaptive and Autonomous Data Performance Connectivity and Decentralized Transport Network. GoodIT (2021)
Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy, Christian Timmerer, Radu Prodan
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instances. e-Science (2021)
Hamza Baniata, Dragi Kimovski, Radu Prodan, Attila Kertész
Towards Blockchain-based Smart Systems. CERCIRAS (2021)
Vishu Madaan, Aditya Roy, Charu Gupta, Prateek Agrawal, Anand Sharma, Cristian Bologa, Radu Prodan
XCOVNet: Chest X-ray Image Classification for COVID-19 Early Detection Using Convolutional Neural Networks. New Gener. Comput. 39 (3) (2021)
Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy, Christian Timmerer, Radu Prodan
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instances. CoRR (2021)
Zahra Najafabadi Samani, Nishant Saurabh, Radu Prodan
Multilayer Resource-aware Partitioning for Fog Application Placement. CoRR (2021)
Dumitru Roman, Nikolay Nikolov, Ahmet Soylu, Brian Elvesæter, Hui Song, Radu Prodan, Dragi Kimovski, Andrea Marrella, Francesco Leotta, Mihhail Matskin, Giannis Ledakis, Konstantinos Theodosiou, Anthony Simonet-Boulogne, Fernando Perales, Evgeny Kharlamov, Alexandre Ulisses, Arnor Solberg, Raffaele Ceccarelli
Big Data Pipelines on the Computing Continuum: Ecosystem and Use Cases Overview. ISCC (2021)
Vladislav Kashansky, Gleb I. Radchenko, Radu Prodan
Monte Carlo Approach to the Computational Capacities Analysis of the Computing Continuum. ICCS (1) (2021)
Sasko Ristov, Thomas Fahringer, Radu Prodan, Magdalena Kostoska, Marjan Gusev, Schahram Dustdar, Ewa Deelman
Interhost Orchestration Platform Architecture for Ultrascale Cloud Applications. IEEE Internet Comput. 25 (3) (2021)
Prateek Agrawal, Deepak Chaudhary, Vishu Madaan, Anatoliy Zabrovskiy, Radu Prodan, Dragi Kimovski, Christian Timmerer
Automated bank cheque verification using image processing and deep learning methods. Multim. Tools Appl. 80 (4) (2021)
Vladislav Kashansky, Radu Prodan, Aso Validi, Cristina Olaverri-Monreal, Gleb I. Radchenko
Monitoring system architecture for the multi-scale blockchain-based logistic network. UCC Companion (2021)
Pawan Kumar Verma, Prateek Agrawal, Ivone Amorim, Radu Prodan
WELFake: Word Embedding Over Linguistic Features for Fake News Detection. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Narges Mehran, Dragi Kimovski, Radu Prodan
A Two-Sided Matching Model for Data Stream Processing in the Cloud-Fog Continuum. CoRR (2021)
Nishant Saurabh, Manuel Herold, Hamid Mohammadi Fard, Radu Prodan
SMART: A Tool for Trust and Reputation Management in Social Media. Euro-Par Workshops (2021)
Dragi Kimovski, Roland Mathá, Josef Hammer, Narges Mehran, Hermann Hellwagner, Radu Prodan
Cloud, Fog or Edge: Where to Compute? CoRR (2021)
Narges Mehran, Dragi Kimovski, Radu Prodan
A Two-Sided Matching Model for Data Stream Processing in the Cloud - Fog Continuum. CCGRID (2021)
Dragi Kimovski, Roland Mathá, Josef Hammer, Narges Mehran, Hermann Hellwagner, Radu Prodan
Cloud, Fog, or Edge: Where to Compute? IEEE Internet Comput. 25 (4) (2021)
Dragi Kimovski, Roland Mathá, Gabriel Iuhasz, Fabrizio Marozzo, Dana Petcu, Radu Prodan
Autotuning of Exascale Applications With Anomalies Detection. Frontiers Big Data 4 (2021)
Anatoliy Zabrovskiy, Prateek Agrawal, Christian Timmerer, Radu Prodan
FAUST: Fast Per-Scene Encoding Using Entropy-Based Scene Detection and Machine Learning. FRUCT (2021)
Prateek Agrawal, Anatoliy Zabrovskiy, Adithyan Ilangovan, Christian Timmerer, Radu Prodan
FastTTPS: fast approach for video transcoding time prediction and scheduling for HTTP adaptive streaming videos. Clust. Comput. 24 (3) (2021)
Yasir Noman Khalid, Muhammad Aleem, Usman Ahmed, Radu Prodan, Muhammad Arshad Islam, Muhammad Azhar Iqbal
FusionCL: a machine-learning based approach for OpenCL kernel fusion to increase system performance. Computing 103 (10) (2021)
Zahra Najafabadi Samani, Nishant Saurabh, Radu Prodan
Multilayer Resource-aware Partitioning for Fog Application Placement. ICFEC (2021)
Anatoliy Zabrovskiy, Prateek Agrawal, Roland Mathá, Christian Timmerer, Radu Prodan
ComplexCTTP: Complexity Class Based Transcoding Time Prediction for Video Sequences Using Artificial Neural Network. BigMM (2020)
Dragi Kimovski, Dijana Capeska Bogatinoska, Narges Mehran, Aleksandar Karadimce, Natasha Paunkoska, Radu Prodan, Ninoslav Marina
Cloud - Edge Offloading Model for Vehicular Traffic Analysis. ISPA/BDCloud/SocialCom/SustainCom (2020)
Nishant Saurabh, Shajulin Benedict, Jorge G. Barbosa, Radu Prodan
Expelliarmus: Semantic-centric virtual machine image management in IaaS Clouds. J. Parallel Distributed Comput. 146 (2020)
Hamid Mohammadi Fard, Radu Prodan, Felix Wolf
Dynamic Multi-objective Scheduling of Microservices in the Cloud. UCC (2020)
Zhiming Zhao, Ian J. Taylor, Radu Prodan
Editorial for FGCS Special issue on "Time-critical Applications on Software-defined Infrastructures". Future Gener. Comput. Syst. 112 (2020)
Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup
The Workflow Trace Archive: Open-Access Data From Public and Private Computing Infrastructures. IEEE Trans. Parallel Distributed Syst. 31 (9) (2020)
Ennio Torre, Juan José Durillo, Vincenzo De Maio, Prateek Agrawal, Shajulin Benedict, Nishant Saurabh, Radu Prodan
A dynamic evolutionary multi-objective virtual machine placement heuristic for cloud data centers. Inf. Softw. Technol. 128 (2020)
Anandhakumar Palanisamy, Mirsat Sefidanoski, Spiros Koulouzis, Carlos Rubia, Nishant Saurabh, Radu Prodan
Decentralized Social Media Applications as a Service: a Car-Sharing Perspective. ISCC (2020)
Roland Mathá, Sasko Ristov, Thomas Fahringer, Radu Prodan
Simplified Workflow Simulation on Clouds based on Computation and Communication Noisiness. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Vladislav Kashansky, Dragi Kimovski, Radu Prodan, Prateek Agrawal, Fabrizio Marozzo, Gabriel Iuhasz, Marek Justyna, Javier García-Blas
M3AT: Monitoring Agents Assignment Model for Data-Intensive Applications. PDP (2020)
Narges Mehran, Dragi Kimovski, Radu Prodan
MAPO: A Multi-Objective Model for IoT Application Placement in a Fog Environment. IOT (2019)
Radu Prodan, Nishant Saurabh, Zhiming Zhao, Kate Orton-Johnson, Antorweep Chakravorty, Aleksandar Karadimce, Alexandre Ulisses
ARTICONF: Towards a Smart Social Media Ecosystem in a Blockchain Federated Environment. Euro-Par Workshops (2019)
Sasko Ristov, Roland Mathá, Dragi Kimovski, Radu Prodan, Marjan Gusev
A new model for cloud elastic services efficiency. Int. J. Parallel Emergent Distributed Syst. 34 (6) (2019)
Laurens Versluis, Roland Mathá, Sacheendra Talluri, Tim Hegeman, Radu Prodan, Ewa Deelman, Alexandru Iosup
The Workflow Trace Archive: Open-Access Data from Public and Private Computing Infrastructures - Technical Report. CoRR (2019)
Sandi Gec, Dragi Kimovski, Uros Pascinski, Radu Prodan, Vlado Stankovski
Semantic approach for multi-objective optimisation of the ENTICE distributed Virtual Machine and container images repository. Concurr. Comput. Pract. Exp. 31 (3) (2019)
Radu Prodan, Ennio Torre, Juan José Durillo, Gagangeet Singh Aujla, Neeraj Kumar, Hamid Mohammadi Fard, Shajulin Benedict
Dynamic Multi-objective Virtual Machine Placement in Cloud Data Centers. SEAA (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Radu Prodan