Evaluation of GPU Virtualisation Approaches for Machine Learning Enhanced Debugging of Cloud Orchestration

Automated debugging mechanisms for orchestrated cloud infrastructures with active control and global evaluation
Kovacs, J., Ligetfalvi, B. and Lovas, R. 2024. Automated debugging mechanisms for orchestrated cloud infrastructures with active control and global evaluation. IEEE Access. 12, pp. 143193-143214. https://doi.org/10.1109/ACCESS.2024.3467228

Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration
Pintye, I., Kovacs, J. and Lovas, R. 2024. Enhancing Machine Learning-Based Autoscaling for Cloud Resource Orchestration. Journal of Grid Computing. 4 (22), p. 31. https://doi.org/10.1007/s10723-024-09783-1

Decentralised Orchestration of Microservices in the Cloud-to-Edge Continuum
Kiss, T., Ullah, A., Kovacs, J., Deslauriers, J., Terstyanszky, G. and Tusa, F. 2024. Decentralised Orchestration of Microservices in the Cloud-to-Edge Continuum. 16th International Workshop on Science Gateways (IWSG2024). Tolouse, France 18 - 20 Jun 2024 Zenodo. https://doi.org/10.5281/zenodo.13863564

Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum
Kiss, T., Ullah, A., Terstyanszky, G., Kao, O., Becker, S., Verginadis, Y., Michalas, A., Stankovski, V., Kertesz, A., Ricci, E, Altmann, J., Egger, B., Tusa, F., Kovacs, J. and Lovas, R. 2024. Swarmchestrate: Towards a Fully Decentralised Framework for Orchestrating Applications in the Cloud-to-Edge Continuum. AINA 2024 - 38th International Conference on Advanced Information Networking and Applications. Kitakyushu International Convention Center, Kitakyushu, Japan 17 - 19 Apr 2024 Springer. https://doi.org/10.1007/978-3-031-57931-8_9

Orchestration in the Cloud-to-Things Compute Continuum: Taxonomy, Survey and Future Directions
Ullah, A., Kiss, T., Kovacs, J., Tusa, F., Deslauriers, J., Dagdeviren, H., Arjun, R. and Hamzeh, H. 2023. Orchestration in the Cloud-to-Things Compute Continuum: Taxonomy, Survey and Future Directions. Journal of Cloud Computing: Advances, Systems and Applications. 12 (135). https://doi.org/10.1186/s13677-023-00516-5

Toward a reference architecture based science gateway framework with embedded e‐learning support
Pierantoni, G., Kiss, T., Bolotov, A., Kagialis, D., James DesLauriers, Ullah, A., Chen, H., Chan You Fee, D., Dang, H., Kovacs, J., Belehaki, A., Herekakis, T., Tsagouri, I. and Gesing, S. 2023. Toward a reference architecture based science gateway framework with embedded e‐learning support. Concurrency and Computation: Practice and Experience. 35 (18) e6872. https://doi.org/10.1002/cpe.6872

To Offload or Not? An Analysis of Big Data Offloading Strategies from Edge to Cloud
Singh, R., Kovacs, J. and Kiss, T. 2022. To Offload or Not? An Analysis of Big Data Offloading Strategies from Edge to Cloud. IEEE World AI IoT Congress 2022. Seattle, USA 06 - 09 Jun 2022 IEEE . https://doi.org/10.1109/AIIoT54504.2022.9817276

Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing
Marosi, A.C., Márk Emodi, Hajnal, A., Lovas, R., Kiss, T., Valerie Poser, Antony, J., Bergweiler, S., Hamzeh, H., Deslauriers, J. and Kovacs, J. 2022. Interoperable Data Analytics Reference Architectures Empowering Digital-Twin-Aided Manufacturing. Future Internet. 14 (4) e114. https://doi.org/10.3390/fi14040114

Abstractions of Abstractions: Metadata to Infrastructure-as-Code
Deslauriers, J., Kovacs, J. and Kiss, T. 2022. Abstractions of Abstractions: Metadata to Infrastructure-as-Code. FIST 2022 - 1st International Workshop on the Foundations of Infrastructure Specification and Testing, In conjunction with the 19TH IEEE International Conference on Software Architecture (ICSA 2022). On-line 12 - 15 Mar 2022 IEEE . https://doi.org/10.1109/icsa-c54293.2022.00051

Fundamentals of a novel debugging mechanism for orchestrated cloud infrastructures with macrosteps and active control
Ligetfalvi, B., Emődi, M., Kovács, J. and Lovas, R. 2021. Fundamentals of a novel debugging mechanism for orchestrated cloud infrastructures with macrosteps and active control. Electronics. 10 (24) 3108. https://doi.org/10.3390/electronics10243108

Dynamic Composition and Automated Deployment of Digital Twins for Manufacturing
Deslauriers, J., Kiss, T. and Kovacs, J. 2021. Dynamic Composition and Automated Deployment of Digital Twins for Manufacturing. 13th International Workshop on Science Gateways. Virtual event 10 - 11 Jun 2021 CEUR Workshop Proceedings.

Industry Simulation Gateway on a Scalable Cloud
Kovacs, J., Kiss, T., Taylor, S.J.E., Farkas, A, Anagnostou, A., Pattison, G, Emodi, M, Kite, S., Petry, J, Snookes, G, Kacsuk, P. and Lovas, R. 2020. Industry Simulation Gateway on a Scalable Cloud. Gesing, S., Taylor, I. and Barclay, I (ed.) 12th International Workshop on Science Gateways. On-line 10 - 11 Jun 2020 CEUR Workshop Proceedings.

Supporting Programmable Autoscaling Rules for Containers and Virtual Machines on Clouds
Kovács, J. 2019. Supporting Programmable Autoscaling Rules for Containers and Virtual Machines on Clouds. Journal of Grid Computing. 17, pp. 813-829. https://doi.org/10.1007/s10723-019-09488-w

Towards a Deadline-Based Simulation Experimentation Framework Using Micro-Services Auto-Scaling Approach
Anagnostou, A., Taylor, S.J.E., Abubakar, N.T., Kiss, T., Deslauriers, J., Gesmier, G., Terstyanszky, G., Kacsuk, P. and Kovacs, J. 2019. Towards a Deadline-Based Simulation Experimentation Framework Using Micro-Services Auto-Scaling Approach. Mustafee, N., Bae, K.-H.G., Lazarova-Molnar, S., Rabe, M., Szabo, C., Haas, P. and Son, Y-J. (ed.) Winter Simulation Conference 2019. Gaylord National Resort & Conference Center National Harbor, Maryland 08 - 11 Dec 2019 IEEE . https://doi.org/10.1109/wsc40007.2019.9004882

Orchestrated platform for cyber-physical systems
Lovas, R., Farkas, A., Marosi, A.C., Ács, S., Kovács, J., Szalóki, Á., Kádár, B. and Kovacs, J. 2018. Orchestrated platform for cyber-physical systems. Complexity. Volume 2018 (1) 8281079. https://doi.org/10.1155/2018/8281079

ENTICE VM Image Analysis and Optimised Fragmentation
Hajnal, A., Kecskemeti, G., Marosi, A.C., Kovacs, J., Kacsuk, P. and Lovas, R. 2018. ENTICE VM Image Analysis and Optimised Fragmentation. Journal of Grid Computing. 16, pp. 247-263. https://doi.org/10.1007/s10723-018-9430-x

Deploying Docker Swarm cluster on hybrid clouds using Occopus
Kovács, J., Kacsuk, P. and Emődi, M. 2018. Deploying Docker Swarm cluster on hybrid clouds using Occopus. Advances in Engineering Software. 125, pp. 136-145. https://doi.org/10.1016/j.advengsoft.2018.08.001

The flowbster cloud-oriented workflow system to process large scientific data sets
Kacsuk, P., Kovács, J. and Farkas, Z. 2018. The flowbster cloud-oriented workflow system to process large scientific data sets. Journal of Grid Computing. 16, pp. 55-83. https://doi.org/10.1007/s10723-017-9420-4

Occopus: A multi-cloud orchestrator to deploy and manage complex scientific infrastructures
Kovács, J. and Kacsuk, P. 2018. Occopus: A multi-cloud orchestrator to deploy and manage complex scientific infrastructures. Journal of Grid Computing. 16, pp. 19-37. https://doi.org/10.1007/s10723-017-9421-3

Cloud agnostic Big Data platform focusing on scalability and cost-efficiency
Lovas, R., Nagy, E. and Kovács, J. 2018. Cloud agnostic Big Data platform focusing on scalability and cost-efficiency. Advances in Engineering Software. 125, pp. 167-177. https://doi.org/10.1016/j.advengsoft.2018.05.002

Orchestrating federated clouds by occopus
Kovacs, J., Kacsuk, P. and Farkas, Z. 2017. Orchestrating federated clouds by occopus. The Fifth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering. Faculty of Engineering and Information Technology at the University of Pécs, Hungary 30 - 31 May 2017 Civil-Comp Press.

Cloud agnostic orchestration for big data research platforms
Lovas, R., Nagy, E. and Kovacs, J. 2017. Cloud agnostic orchestration for big data research platforms. The Fifth International Conference on Parallel, Distributed, Grid and Cloud Computing for Engineering. Faculty of Engineering and Information Technology at the University of Pécs, Hungary 30 - 31 May 2017 Civil-Comp Press. https://doi.org/10.4203/ccp.111

Computing Extremely Large Values of the Riemann Zeta Function
Tihanyi, N., Kovács, A. and Kovacs, J. 2017. Computing Extremely Large Values of the Riemann Zeta Function. Journal of Grid Computing. 15, pp. 527-534. https://doi.org/10.1007/s10723-017-9416-0

An architecture proposal for V2X communication-centric traffic light controller systems
Varga, N., Bokor, L., Takacs, A., Kovacs, J. and Virag, L. 2017. An architecture proposal for V2X communication-centric traffic light controller systems. 15th International Conference on ITS Telecommunications, ITST 2017. Warsaw, Poland 29 - 31 May 2017 IEEE . https://doi.org/10.1109/itst.2017.7972217

Dynamic execution of scientific workflows in cloud
Kail, E., Kovacs, J., Kozlovszky, M. and Kacsuk, P. 2016. Dynamic execution of scientific workflows in cloud. 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). Opatija, Croatia 30 May - 03 Jun 2016 IEEE . https://doi.org/10.1109/mipro.2016.7522162

Infrastructure Aware Scientific Workflows and Infrastructure Aware Workflow Managers in Science Gateways
Kacsuk, P., Kecskemeti, G., Kertesz, A., Nemeth, Z., Kovács, J. and Farkas, Z. 2016. Infrastructure Aware Scientific Workflows and Infrastructure Aware Workflow Managers in Science Gateways. Journal of Grid Computing. 14, p. 641–654. https://doi.org/10.1007/s10723-016-9380-0

Desktop grid in the era of cloud computing
Kacsuk, P., Farkas, Z., Kovacs, J., Visegradi, A., Marosi, A., Lovas, R., Kecskemeti, G., Nemeth, Z. and Gergely, M. 2015. Desktop grid in the era of cloud computing. in: Grid Computing: Techniques and Future Prospects Nova Science Publishers. pp. 187-206

Boosting gLite with cloud augmented volunteer computing
Kovács, J., Marosi, A.C., Visegrádi, Á., Farkas, Z., Kacsuk, P., Lovas, R. and Kovacs, J. 2015. Boosting gLite with cloud augmented volunteer computing. Future Generation Computer Systems. 43-44, pp. 12-23. https://doi.org/10.1016/j.future.2014.10.005

One click cloud orchestrator: Bringing complex applications effortlessly to the clouds
Kecskemeti, G., Gergely, M., Visegrádi, Á., Nemeth, Z., Kovacs, J. and Kacsuk, P. 2014. One click cloud orchestrator: Bringing complex applications effortlessly to the clouds. Euro-Par 2014: Parallel Processing Workshops. Porto, Portugal 25 - 26 Aug 2014 Springer Nature. https://doi.org/10.1007/978-3-319-14313-2_4

Efficient extension of gLite VOs with BOINC based desktop grids
Visegrádi, A., Kovács, J. and Kacsuk, P. 2014. Efficient extension of gLite VOs with BOINC based desktop grids. Future Generation Computer Systems. 32, pp. 13-23. https://doi.org/10.1016/j.future.2013.10.012

Crowd computing to support EGI scientists
Kovacs, J. and Lovas, R. 2014. Crowd computing to support EGI scientists. 2014 37th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). Opatija, Croatia 26 - 30 May 2014 IEEE . https://doi.org/10.1109/mipro.2014.6859585

WS-PGRADE/gUSE in European Projects
Kiss, T., Kacsuk, P., Lovas, R., Balasko, A., Spinuso, A., Atkinson, M., D’Agostino, D., Danovaro, E. and Schiffers, M. 2014. WS-PGRADE/gUSE in European Projects. in: Kacsuk, P. (ed.) Science Gateways for Distributed Computing Infrastructures, Development Framework and Exploitation by Scientific User Communities Springer. pp. 235-254

Extension of the ITS station architecture to low-power pervasive sensor networks
Viragg, L., Kovacs, J. and Edelmayer, A. 2013. Extension of the ITS station architecture to low-power pervasive sensor networks. 27th International Conference on Advanced Information Networking and Applications Workshops. Barcelona, Spain 25 - 28 Mar 2013 IEEE . https://doi.org/10.1109/waina.2013.252

Review of advanced mobility solutions for multimedia networking in IPv6
Kovács, J., Bokor, L., Kanizsai, Z., Imre, S. and Kovacs, J. 2013. Review of advanced mobility solutions for multimedia networking in IPv6. in: Intelligent Multimedia Technologies for Networking Applications: Techniques and Tools IGI Global. pp. 25-47

Interacting advanced ITS communications with low-power sensor networks
Virág, L., Kovács, J., Edelmayer, A. and Kovacs, J. 2013. Interacting advanced ITS communications with low-power sensor networks. Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications. 4 (3), pp. 79-96.

Supporting web 2.0 communities by volunteer desktop grids
Kacsuk, P., Marosi, A., Lovas, R. and Kovacs, J. 2012. Supporting web 2.0 communities by volunteer desktop grids. in: Cerin, C. and Fedak, G. (ed.) Desktop Grid Computing Chapman and Hall/CRC.

Application repository based evaluation of the EDGI infrastructure
Visegradi, A., Acs, S., Kovacs, J. and Terstyanszky, G. 2012. Application repository based evaluation of the EDGI infrastructure. MIPRO 2012 - 35th International Convention on Information and Communication Technology, Electronics and Microelectronics. Opatija, Croatia 21 - 25 May 2012 IEEE .

Monitoring UNICORE jobs executed on Desktop Grid resources
Kovacs, J., Araujo, F., Boychenko, S., Keller, M. and Brinkmann, A. 2012. Monitoring UNICORE jobs executed on Desktop Grid resources. MIPRO 2012 - 35th International Convention on Information and Communication Technology, Electronics and Microelectronics. Opatija, Croatia 21 - 25 May 2012 IEEE .

Transparent execution of ARC jobs on Desktop Grid resources
Søttrup, C.U., Wäänänen, A. and Kovacs, J. 2012. Transparent execution of ARC jobs on Desktop Grid resources. MIPRO 2012 - 35th International Convention on Information and Communication Technology, Electronics and Microelectronics. Opatija, Croatia 21 - 25 May 2012 IEEE .

Performance evaluation of GNSS aided predictive multihomed NEMO configurations
Kovács, J., Bokor, L. and Jeney, G. 2011. Performance evaluation of GNSS aided predictive multihomed NEMO configurations. 11th International Conference on ITS Telecommunications. St. Petersburg, Russia 23 - 25 Aug 2011 IEEE . https://doi.org/10.1109/itst.2011.6060071

Desktop grids opening up to UNICORE
Keller, M., Kovacs, J. and Brinkmann, A. 2011. Desktop grids opening up to UNICORE. 7th UNICORE Summit 2011. Torun, Poland 07 - 08 Jul 2011

Utilizing the power of desktop grid systems by web 2.0 communities
Marosi, A.C., Kovács, J. and Kacsuk, P. 2011. Utilizing the power of desktop grid systems by web 2.0 communities. Infocommunications Journal. 3 (2), pp. 1-8.

Transparent parallel checkpointing and migration in clusters and ClusterGrids
Kovács, J. 2009. Transparent parallel checkpointing and migration in clusters and ClusterGrids. International Journal of Computational Science and Engineering. 4 (3), pp. 171-181. https://doi.org/10.1504/ijcse.2009.027379

EDGeS: bridging EGEE to BOINC and XtremWeb
Urbah, E., Kacsuk, P., Farkas, Z., Fedak, G., Kecskemeti, G., Lodygensky, O., Marosi, A.C., Balaton, Z., Caillat, G., Gombas, G., Kornafeld, A., Kovacs, J., He, H. and Lovas, R. 2009. EDGeS: bridging EGEE to BOINC and XtremWeb. Journal of Grid Computing. 7 (3), pp. 335-354. https://doi.org/10.1007/s10723-009-9137-0

Integrated service and desktop grids for scientific computing
Lovas, R. and Kiss, T. 2009. Integrated service and desktop grids for scientific computing. in: Conference proceddings of DCABES 2009. The 8th international symposium on distributed computing and applications to business, engineering and science. Wuhan, China, 16-19, October, 2009 DCABES. pp. 251-255

EDGeS, the common boundary between service and desktop grids
Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Emmen, E., Terstyanszky, G., Kiss, T., Kelley, I., Taylor, I. and Araujo, F. 2008. EDGeS, the common boundary between service and desktop grids. Parallel Processing Letters. 18 (3), pp. 433-445. https://doi.org/10.1142/S012962640800348X

EDGeS: integrating EGEE with desktop grids
Lovas, R., Kacsuk, P. and Lodygensky, O. 2008. EDGeS: integrating EGEE with desktop grids. 3rd EGEE User Forum. Clermont-Ferrand, France

EDGeS: a bridge between desktop grids and service grids
Fedak, G., He, H., Lodygensky, O., Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Kelley, I., Taylor, I., Terstyanszky, G., Kiss, T., Cardenas-Montes, M., Emmen, E. and Araujo, F. 2008. EDGeS: a bridge between desktop grids and service grids. in: 3rd ChinaGrid Annual Conference, ChinaGrid2008 IEEE . pp. 3-9

EDGeS: bridging desktop and service grids
Cárdenas-Montes, M., Emmen, E., Marosi, A.C., Araujo, F., Gombas, G., Kiss, T., Fedak, G., Kelley, I., Taylor, I., Lodygensky, O., Kacsuk, P., Lovas, R., Balaton, Z. and Farkas, Z. 2008. EDGeS: bridging desktop and service grids. in: IBERGRID'2008, Iberian Grid Infrastructure Conference Netbiblo. pp. 212-224

EDGeS: the common boundary between service and desktop grids
Balaton, Z., Farkas, Z., Gombas, G., Kacsuk, P., Lovas, R., Marosi, A.C., Terstyanszky, G., Kiss, T., Lodygensky, O., Fedak, G., Emmen, E., Kelley, I., Taylor, I., Cardenas-Montes, M. and Araujo, F. 2008. EDGeS: the common boundary between service and desktop grids. in: Gorlatch, S., Fragopoulou, P. and Priol, T. (ed.) Grid computing: achievements and prospects Springer. pp. 37-48

GRID superscalar enabled P-GRADE portal
Lovas, R., Sipos, G., Kacsuk, P., Sirvent, R., Perez, J.M. and Badia, R.M. 2007. GRID superscalar enabled P-GRADE portal. in: Gorlatch, S. and Danelutto, M. (ed.) Integrated research in GRID computing: CoreGRID Integration Workshop 2005 (selected papers), November 28-30, Pisa, Italy Berlin Springer. pp. 241-254

Correctness debugging of message passing programs using model verification techniques
Lovas, R. and Kacsuk, P. 2007. Correctness debugging of message passing programs using model verification techniques. in: Cappello, F., Herault, T. and Dongarra, J. (ed.) Recent advances in parallel virtual machine and message passing interface: 14th European PVM/MPI Users' Group Meeting, Paris, France, September 30 - October 3, 2007: proceedings Berlin Springer.

Air pollution forecast on the HUNGRID infrastructure
Lovas, R., Patvarczki, J., Kacsuk, P., Lagzi, I., Turnyi, T., Kullman, L., Haszpra, L., Meszaros, R., Horanyi, A. and Bencsura, A. 2006. Air pollution forecast on the HUNGRID infrastructure. in: Parallel Computing: current and future issues of high-end computing John von Neumann Institute for Computing, Central Institute for Applied Mathematics, Forschungszentrum Julich Julich, Germany.

Towards checkpointing Grid architecture
Jankowski, G., Kovacs, J., Meyer, N., Januszewski, R. and Mikolajczak, R. 2005. Towards checkpointing Grid architecture. Parallel Processing and Applied Mathematics, 6th International Conference, PPAM 2005. Poznan, Poland 11 - 15 Sep 2005 Springer Nature. https://doi.org/10.1007/11752578_79

P-GRADE: a grid programming environment
Kacsuk, P., Dozsa, G., Kovacs, J., Lovas, R., Podhorszki, N., Balaton, Z. and Gombas, G. 2003. P-GRADE: a grid programming environment. Journal of Grid Computing. 1 (2), pp. 171-197. https://doi.org/10.1023/B:GRID.0000024073.65405.63

Demonstration of P-GRADE job-mode for the Grid
Kacsuk, P., Lovas, R., Kovacs, J., Gombas, G., Podhorszki, N., Ovath, A.H., Horanyi, A., Szeberenyi, T., Delaitre, T. and Terstyanszky, G. 2003. Demonstration of P-GRADE job-mode for the Grid. in: Kosch, H. and Boszormenyi, L. (ed.) Euro-Par 2003 Parallel Processing: 9th International Euro-Par Conference Klagenfurt, Austria, August 26-29, 2003 Proceedings Berlin, Germany Springer. pp. 1281-1286

Integrating temporal assertions into a parallel debugger
Kovacs, J., Kusper, G., Lovas, R. and Schreiner, W. 2002. Integrating temporal assertions into a parallel debugger. Euro-Par 2002 Parallel Processing (Euro-Par 2002). Paderborn, Germany 27 - 30 Aug 2002 Springer Nature. https://doi.org/10.1007/3-540-45706-2_12

Systematic debugging of parallel programs in DIWIDE based on collective breakpoints and macrosteps
Kacsuk, P., Lovas, R. and Kovacs, J. 1999. Systematic debugging of parallel programs in DIWIDE based on collective breakpoints and macrosteps. Euro-Par’99 Parallel Processing (Euro-Par 1999). Toulouse, France 31 Aug - 03 Sep 1999 Springer Nature. https://doi.org/10.1007/3-540-48311-x_8