A Formal Approach to Support Interoperability in Scientific Meta-workflows

Arshad, J., Terstyanszky, G., Kiss, T., Weingarten, N. and Taffoni, G. 2016. A Formal Approach to Support Interoperability in Scientific Meta-workflows. Journal of Grid Computing. 14 (4), pp. 655-671. https://doi.org/10.1007/s10723-016-9383-x

TitleA Formal Approach to Support Interoperability in Scientific Meta-workflows
TypeJournal article
AuthorsArshad, J., Terstyanszky, G., Kiss, T., Weingarten, N. and Taffoni, G.
Abstract

Scientific workflows orchestrate the execution of complex experiments frequently using distributed computing platforms. Meta-workflows represent an emerging type of such workflows which aim to reuse existing workflows from potentially different workflow systems to achieve more complex and experimentation minimizing workflow design and testing efforts. Workflow interoperability plays a profound role in achieving this objective. This paper is focused at fostering interoperability across meta-workflows that combine workflows of different workflow systems from diverse scientific domains. This is achieved by formalizing definitions of meta-workflow and its different types to standardize their data structures used to describe workflows to be published and shared via public repositories. The paper also includes thorough formalization of two workflow interoperability approaches based on this formal description: the coarse-grained and fine-grained workflow interoperability approach. The paper presents a case study from Astrophysics which successfully demonstrates the use of the concepts of meta-workflows and workflow interoperability within a scientific simulation platform.

KeywordsMeta-workflows; Workflow Interoperability; Science Gateways; Workflow Repository
JournalJournal of Grid Computing
Journal citation14 (4), pp. 655-671
ISSN1570-7873
Year2016
PublisherSpringer
Accepted author manuscript
Digital Object Identifier (DOI)https://doi.org/10.1007/s10723-016-9383-x
Publication dates
Published28 Oct 2016
Published online28 Oct 2016
Published in printDec 2016
FunderEC (European Commission)

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Taylor, S.J.E., Reboux, S., Anagnostou, A., Kiss, T., Kacsuk, P., Terstyanszky, G. and Fantini, N. 2014. Cloudsme Project Opens New Gateway to HPC Support for Simulation Software. NAFEMS UK Conference 2014. Oxford UK 10 Jun 2014 NAFEMS.

A tutorial on cloud computing for agent-based modeling and simulation with Repast
Taylor, S.J.E., Kiss, T., Anagnostou, A., Terstyanszky, G., Fantini, N. and Kacsuk, P. 2014. A tutorial on cloud computing for agent-based modeling and simulation with Repast. 2014 Winter Simulation Conference. Savanah, USA 08 Dec 2014 IEEE . https://doi.org/10.1109/WSC.2014.7019888

Investigating the Speedup of Systems Biology Simulation Using a SZTAKI Desktop Grid
Taylor, S.J.E., Ghrobani, M., Mustafee, N., Kiss, T., Borsody, P., Payne, A. and Gilbert, D. 2014. Investigating the Speedup of Systems Biology Simulation Using a SZTAKI Desktop Grid. 2014 Winter Simulation Conference. Savanah, USA 08 Dec 2014 IEEE . https://doi.org/10.1109/WSC.2014.7020120

Science Gateways Applying Clouds, Grids and HPC
Gesing, S., Kiss, T. and Pierantoni, G. 2014. Science Gateways Applying Clouds, Grids and HPC. 6th International Workshop on Science Gateways, IWSG 2014. Dublin, Ireland 03 Jun 2014 IEEE . https://doi.org/10.1109/IWSG.2014.5

Enabling Scientific Workflow Sharing through Coarse-Grained Interoperability
Terstyanszky, G., Kukla, T., Kiss, T., Kacsuk, P., Balasko, A. and Farkas, Z. 2014. Enabling Scientific Workflow Sharing through Coarse-Grained Interoperability. Future Generation Computing Systems: The International Journal of Grid Computing and eScience. 37, pp. 46-59. https://doi.org/10.1016/j.future.2014.02.016

Commercial Use of WS-PGRADE/gUSE
Kiss, T., Kacsuk, P., Takács, É., Szabó, Á., Tihanyi, P. and Taylor, S.J.E. 2014. Commercial Use of WS-PGRADE/gUSE. in: Kacsuk, P. (ed.) Science Gateways for Distributed Computing Infrastructures, Development Framework and Exploitation by Scientific User Communities Springer. pp. 271-286

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

WS-PGRADE/gUSE-Based Science Gateways in Teaching
Sílvia Delgado Olabarriaga, Ammar Benabdelkader Matthan WA Caan, Mohammad Mahdi Jaghoori, Jens Krüger, Luis de la Garza, Christopher Mohr, Benjamin Schubert Anatoli Danezi and Kiss, T. 2014. WS-PGRADE/gUSE-Based Science Gateways in Teaching. in: Peter Kacsuk (ed.) Science Gateways for Distributed Computing Infrastructures, Development Framework and Exploitation by Scientific User Communities US Springer. pp. 223-234

Sharing science gateway artefacts through repositories
Terstyanszky, G., Michniak, E., Kiss, T. and Balasko, A. 2014. Sharing science gateway artefacts through repositories. in: Kacsuk, P. (ed.) Science gateways for distributed computing infrastructures, development framework and exploitation by scientific user communities Springer. pp. 123-138

Developing Science Gateways at Various Levels of Granularity Using WS-PGRADE/gUSE
Kiss, T., Terstyanszky, G., Borsody, P., Kacsuk, P. and Balasko, A. 2014. Developing Science Gateways at Various Levels of Granularity Using WS-PGRADE/gUSE. in: Kacsuk, P. (ed.) Science Gateways for Distributed Computing Infrastructures, Development Framework and Exploitation by Scientific User Communities Springer. pp. 111-122

Collaboration tools and support for sharing portlets and workflows and running scientific experiments in science gateways for distributed computing infrastructures
Terstyanszky, G., Kiss, T. and Balasko, A. 2014. Collaboration tools and support for sharing portlets and workflows and running scientific experiments in science gateways for distributed computing infrastructures. in: Kacsuk, P. (ed.) Development Framework and Exploitation by Scientific User Communities Springer. pp. 123-135

Developing science gateways at various levels of granularity using WS-PGRADE/gUSE in science gateways for distributed computing infrastructures
Kiss, T., Terstyanszky, G., Borsody, P., Kacsuk, P. and Balasko, A. 2014. Developing science gateways at various levels of granularity using WS-PGRADE/gUSE in science gateways for distributed computing infrastructures. in: Kacsuk, P. (ed.) Development framework and exploitation by scientific user communities Springer. pp. 111-122

Buttressing volatile desktop grids with cloud resources within a reconfigurable environment service for workflow orchestration
Winter, S., Reynolds, C.J., Kiss, T., Terstyanszky, G., Greenwell, P., McEldowney, S., Acs, S. and Kacsuk, P. 2014. Buttressing volatile desktop grids with cloud resources within a reconfigurable environment service for workflow orchestration. Journal of Cloud Computing: Advances, Systems and Applications. 3 (1), p. 1. https://doi.org/10.1186/2192-113X-3-1

Towards efficient virtual appliance delivery with minimal manageable virtual appliances
Kecskemeti, G. and Terstyanszky, G. 2014. Towards efficient virtual appliance delivery with minimal manageable virtual appliances. IEEE Transactions on Services Computing. 7 (2), pp. 279-292. https://doi.org/10.1109/TSC.2013.12

Large-scale virtual screening experiments on Windows Azure-based cloud resources
Kiss, T., Borsody, P., Terstyanszky, G., Winter, S., Greenwell, P., McEldowney, S. and Heindl, H. 2014. Large-scale virtual screening experiments on Windows Azure-based cloud resources. Concurrency and Computation: Practice and Experience. 26 (10), pp. 1760-1770. https://doi.org/10.1002/cpe.3113

The Demand for Consistent Web-Based Workflow Editors
Gesing, S., Atkinson, M., Klampanos, I., Galea, M., Berthold, M., Barbera, R., Scardaci, D., Terstyanszky, G., Kiss, T. and Kacsuk, P. 2013. The Demand for Consistent Web-Based Workflow Editors. 8th Workshop on Workflows in Support of Large-Scale Science. Denver, Colorado, USA 17 Nov 2013 ACM. https://doi.org/10.1145/2534248.2534260

Exploring workflow interoperability for neuroimage analysis on the SHIWA platform
Korkhov, V., Krefting, D., Kukla, T., Terstyanszky, G., Caan, M.W.A. and Olabarriaga, S.D. 2013. Exploring workflow interoperability for neuroimage analysis on the SHIWA platform. Journal of Grid Computing. 11 (3), pp. 505-522. https://doi.org/10.1007/s10723-013-9262-7

Virtual appliance size optimization with active fault injection
Kecskemeti, G., Terstyanszky, G. and Kacsuk, P. 2012. Virtual appliance size optimization with active fault injection. IEEE Transactions on Parallel and Distributed Systems. 23 (10), pp. 1983-1995. https://doi.org/10.1109/TPDS.2011.309

Making distributed computing infrastructures interoperable and accessible for e-scientists at the level of computational workflows
Kiss, T. 2012. Making distributed computing infrastructures interoperable and accessible for e-scientists at the level of computational workflows. PhD thesis University of Westminster School of Electronics and Computer Science https://doi.org/10.34737/8z351

Programming applications for desktop grids
Kiss, T. and Terstyanszky, G. 2012. Programming applications for desktop grids. in: Cerin, C. and Fedak, G. (ed.) Desktop grid computing CRC Press. pp. 309-332

Science Gateways for the Broader Take-up of Distributed Computing Infrastructures
Kiss, T. 2012. Science Gateways for the Broader Take-up of Distributed Computing Infrastructures. Journal of Grid Computing. 10 (4), pp. 599-600. https://doi.org/10.1007/s10723-012-9245-0

Application repository and science gateway for running molecular docking and dynamics simulations
Terstyanszky, G., Kiss, T., Kukla, T., Lichtenberger, Z., Winter, S., Greenwell, P., McEldowney, S. and Heindl, H. 2012. Application repository and science gateway for running molecular docking and dynamics simulations. in: Gesing, S., Glatard, T., Kruger, J., Delgado Olabarriaga, S., Solomonides, T., Silverstein, J.C., Montagnat, J., Gaignard, A. and Krefting, D. (ed.) Healthgrid applications and technologies meet science gateways for life sciences IOS Press.

Investigating volunteer computing for Simul8, a feasibility study
Taylor, S.J.E., Ghrobani, M., Kiss, T. and Elder, M. 2012. Investigating volunteer computing for Simul8, a feasibility study. Operational research society simulation workshop 2012 (SW12). Worcestershire, England 27th - 28th March 2012

An approach for virtual appliance distribution for service deployment
Kecskemeti, G., Terstyanszky, G., Kacsuk, P. and Nemeth, Z. 2011. An approach for virtual appliance distribution for service deployment. Future Generation Computer Systems. 27 (3), pp. 280-289. https://doi.org/10.1016/j.future.2010.09.009

Cation-π interactions induce kinking of a molecular hinge in the RNA polymerase bridge-helix domain
Heindl, H., Greenwell, P., Weingarten, N., Kiss, T., Terstyanszky, G. and Weinzierl, R.O.J. 2011. Cation-π interactions induce kinking of a molecular hinge in the RNA polymerase bridge-helix domain. Biochemical Society Transactions. 39 (1), pp. 31-35. https://doi.org/10.1042/BST0390031

Grid application meta-repository system: repository interconnectivity and cross-domain application usage in distributed computing environments
Tudose, A., Terstyanszky, G., Kacsuk, P. and Winter, S. 2011. Grid application meta-repository system: repository interconnectivity and cross-domain application usage in distributed computing environments. in: Lin, S.C. and Yen, E. (ed.) Data Driven e-Science: use cases and successful applications of distributed computing infrastructures (ISGC 2010) London and New York Springer. pp. 277-290

Distributed computing and modelling and simulation: speeding up simulations and creating large models
Taylor, S.J.E., Ghrobani, M., Mustafee, N., Turner, S.J., Kiss, T., Farkas, D., Strasberger, S. and Kite, S. 2011. Distributed computing and modelling and simulation: speeding up simulations and creating large models. in: Jain, S., Creasey, R.R., Himmelspach, J., White, K.P. and Fu, M. (ed.) Proceedings of the 2011 Winter Simulation Conference IEEE .

Scientific workflow makespan reduction through cloud augmented desktop grids
Reynolds, C.J., Winter, S., Terstyanszky, G., Kiss, T., Greenwell, P., Acs, S. and Kacsuk, P. 2011. Scientific workflow makespan reduction through cloud augmented desktop grids. in: 2011 IEEE 3rd International Conference on Cloud Computing Technology and Science IEEE . pp. 18-23

Porting computation and data intensive applications to distributed computing infrastructures incorporating desktop grids
Kiss, T., Kelley, I. and Kacsuk, P. 2011. Porting computation and data intensive applications to distributed computing infrastructures incorporating desktop grids. in: Conference Proceedings of ISGC 2011, International Symposium on Grids and Clouds, 19-25 March, Academia Sinica, Taipei, Taiwan Proceedings of Science.

Development of user-friendly, high throughput screening for ligands and inhibitors of carbohydrate modifying enzymes
Heindl, H., Greenwell, P., Kiss, T., Reynolds, C.J., Farkas, D., Terstyanszky, G. and Winter, S. 2011. Development of user-friendly, high throughput screening for ligands and inhibitors of carbohydrate modifying enzymes. 2nd glyco-bioinformatics Beilstein-Institut symposium. Potsdam, Germany 27th June – 1st July 2011

From grid islands to a world wide grid
Kacsuk, P. and Kiss, T. 2010. From grid islands to a world wide grid. in: Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. (ed.) Remote instrumentation and virtual laboratories: service architecture and networking New York Springer. pp. 109-122

UKDA Study No. 6358 - EuroPTax. Who pays for the state? The evolution of personal taxation in postwar Europe, 1958-2007
Lynch, F.M.B. and Weingarten, N. 2010. UKDA Study No. 6358 - EuroPTax. Who pays for the state? The evolution of personal taxation in postwar Europe, 1958-2007. Colchester, Essex UK Data Archive [distributor].

Molecular docking simulations on a combined desktop and service grid infrastructure
Kiss, T., Szmetanko, G., Terstyanszky, G., Greenwell, P. and Heindl, H. 2010. Molecular docking simulations on a combined desktop and service grid infrastructure. in: Proceedings: Third AlmereGrid Desktop Experience workshop: desktop grid applications for eScience and eBusiness, 30 March 2010, Almere, The Netherlands EnterTheGrid. pp. 23-27

Parameter sweep workflows for modelling carbohydrate recognition
Kiss, T., Greenwell, P., Heindl, H., Terstyanszky, G. and Weingarten, N. 2010. Parameter sweep workflows for modelling carbohydrate recognition. Journal of Grid Computing. 8 (4), pp. 587-601. https://doi.org/10.1007/s10723-010-9166-8

A desktop grid based solution for the optimisation of X-ray diffraction profiles
Kiss, T., Farkas, D., Terstyanszky, G., Santos, S.P., Gomez-Pulido, J.A. and Vega-Rodriguez, M.A. 2010. A desktop grid based solution for the optimisation of X-ray diffraction profiles. in: Proceedings: Third AlmereGrid Desktop Experience workshop: desktop grid applications for eScience and eBusiness, 30 March 2010, Almere, The Netherlands EnterTheGrid. pp. 28-32

Virtual appliances: a way to provide automatic service deployment
Kecskemeti, G., Kacsuk, P., Delaitre, T. and Terstyanszky, G. 2010. Virtual appliances: a way to provide automatic service deployment. in: Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. (ed.) Remote instrumentation and virtual laboratories Springer. pp. 67-77

ProSim: development of a user-friendly molecular modelling package
Heindl, H., Kiss, T., Terstyanszky, G., Weingarten, N., Afrough, B. and Greenwell, P. 2010. ProSim: development of a user-friendly molecular modelling package. in: Hicks, M.G. and Kettner, C. (ed.) Proceedings of the International Beilstein Symposium on Glyco-Bioinformatics: Bits ‘n’ Bytes of Sugars, October 4th – 8th, 2009, Potsdam, Germany Beilstein-Institut zur Fo¨rderung der Chemischen Wissenschaften. pp. 61-85

Grid interoperability for e-Research
Riedel, M. and Terstyanszky, G. 2009. Grid interoperability for e-Research. Journal of Grid Computing. 7 (3), pp. 285-286. https://doi.org/10.1007/s10723-009-9138-z

Adapted quality resource selection using the Grid reputation-policy trust management service
Zetuny, Y., Terstyanszky, G., Winter, S. and Kacsuk, P. 2009. Adapted quality resource selection using the Grid reputation-policy trust management service. in: Weghorn, H., Roth, J. and Isaías, P. (ed.) Proceedings of the IADIS International Conference Informatics 2009: part of the IADIS Multi Conference on Computer Science and Information Systems 2009, Algarve, Portugal, 17 - 23 June 2009 International Association for Development of the Information Society. pp. 11-18

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

Ontological support for managing non-functional requirements in pervasive healthcare
Koay, N., Kataria, P., Juric, R., Oberndorf, P. and Terstyanszky, G. 2009. Ontological support for managing non-functional requirements in pervasive healthcare. in: Proceedings of the 42nd Annual Hawaii International Conference on System Sciences (HICSS 42), Hawaii, Big Island, US, January 5 - 8, 2009 IEEE . pp. 1-10

Porting applications to a combined desktop Grid/service Grid platform using the EDGeS application development methodology
Kiss, T., Szmetanko, G., Farkas, D., Terstyanszky, G. and Kacsuk, P. 2009. Porting applications to a combined desktop Grid/service Grid platform using the EDGeS application development methodology. Proceedings of the INGRID 09, 4th International Workshop on Distributed Cooperative Laboratories: Instrumenting the Grid. Alghero, Sardinia, Italy 01 - 03 Apr 2009

Grid interoperability by multiple broker utilization and meta-brokering
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2009. Grid interoperability by multiple broker utilization and meta-brokering. in: Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. (ed.) Grid Enabled Remote Instrumentation Springer. pp. 303-312

A Grid implementation for profiling hospitals based on patient readmissions
Demir, E., Chaussalet, T.J., Weingarten, N. and Kiss, T. 2009. A Grid implementation for profiling hospitals based on patient readmissions. in: McClean, S.I., Millard, P.H., El-Darzi, E. and Nugent, C. (ed.) Intelligent patient management Springer.

Integrating Open Grid Services Architecture Data Access and Integration with computational Grid workflows
Kukla, T., Kiss, T., Kacsuk, P. and Terstyanszky, G. 2009. Integrating Open Grid Services Architecture Data Access and Integration with computational Grid workflows. Philosophical Transactions of the Royal Society A: Mathematical, Physical & Engineering Sciences. 367 (1897), pp. 2521-2532. https://doi.org/10.1098/rsta.2009.0040

Achieving interoperation of grid data resources via workflow level integration
Kiss, T. and Kukla, T. 2009. Achieving interoperation of grid data resources via workflow level integration. Journal of Grid Computing. 7 (3), pp. 355-374. https://doi.org/10.1007/s10723-009-9136-1

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

Special Section: Grid-enabling legacy applications and supporting end users
Kacsuk, P. and Terstyanszky, G. 2008. Special Section: Grid-enabling legacy applications and supporting end users. Future Generation Computer Systems. 24 (7), pp. 709-710. https://doi.org/10.1016/j.future.2008.04.002

Subjective trust based decision strategies utilizing the Grid reputation-policy trust management service
Zetuny, Y., Terstyanszky, G., Winter, S. and Kacsuk, P. 2008. Subjective trust based decision strategies utilizing the Grid reputation-policy trust management service. in: Proceedings of the UK e-Science All Hands Meeting 2008, Edinburgh, UK, 8th - 11th September 2008 Edinburgh National e-Science Centre.

Reputation-policy trust model for grid resource selection
Zetuny, Y., Terstyanszky, G., Winter, S. and Kacsuk, P. 2008. Reputation-policy trust model for grid resource selection. in: Kacsuk, P., Lovas, R. and Nemeth, Z. (ed.) Distributed and parallel systems: in focus: desktop grid computing Boston, MA Springer. pp. 195-206

A checkpointing mechanism for the Grid environment
Sajadah, K., Terstyanszky, G., Winter, S. and Kacsuk, P. 2008. A checkpointing mechanism for the Grid environment. in: Proceedings of the UK e-Science All Hands Meeting 2008, Edinburgh, UK, 8th - 11th September 2008 Edinburgh National e-Science Centre.

Checkpointing of parallel applications in a grid environment
Sajadah, K., Terstyanszky, G., Winter, S. and Kacsuk, P. 2008. Checkpointing of parallel applications in a grid environment. in: Kacsuk, P., Lovas, R. and Nemeth, Z. (ed.) Distributed and parallel systems: in focus: desktop grid computing Boston, MA Springer. pp. 179-187

SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing
Marosi, A.C., Gombas, G., Balaton, Z., Kacsuk, P. and Kiss, T. 2008. SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing. in: Making grids work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, Tools and Environments 12-13 June 2007, Heraklion, Crete, Greece Springer. pp. 365-376

A general and scalable solution for heterogeneous workflow invocation and nesting
Kukla, T., Kiss, T., Terstyanszky, G. and Kacsuk, P. 2008. A general and scalable solution for heterogeneous workflow invocation and nesting. in: Proceedings of the 3rd Workshop on Workflows in Support of Large-Scale Science, in conjunction with SC 2008, Austin, TX, USA, November 17 2008 IEEE . pp. 1-8

Utilizing heterogeneous data sources in computational grid workflows
Kiss, T., Tudose, A., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2008. Utilizing heterogeneous data sources in computational grid workflows. in: Danelutto, M., Fragopoulou, P. and Getov, Vladimir (ed.) Making grids work: Proceedings of the CoreGRID Workshop on Programming Models Grid and P2P System Architecture Grid Systems, Tools and Environments 12-13 June 2007, Heraklion, Crete, Greece Springer. pp. 225-236

Towards Grid data interoperation: OGSA-DAI data resources in computational Grid workflows
Kiss, T., Kukla, T., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2008. Towards Grid data interoperation: OGSA-DAI data resources in computational Grid workflows. in: Proc. of the CoreGRID Workshop “Integrated Research in Grid Computing”, Heraklion-Crete, Greece, 2-4 April 2008 Crete University Press.

High-level user interface for accessing database resources on the Grid
Kiss, T. and Kukla, T. 2008. High-level user interface for accessing database resources on the Grid. in: Kacsuk, P., Lovas, R. and Nemeth, Z. (ed.) Distributed and parallel systems: in focus: desktop grid computing Boston, MA Springer. pp. 155-163

Workflow level interoperation of grid data resources
Kiss, T., Kacsuk, P., Terstyanszky, G. and Winter, S. 2008. Workflow level interoperation of grid data resources. in: Priol, T., Lefevre, L. and Buyya, R. (ed.) CCGrid 2008 8th IEEE International Symposium on Cluster Computing and the Grid IEEE . pp. 194-201

Automatic service deployment using virtualisation
Kecskemeti, G., Kacsuk, P., Terstyanszky, G., Kiss, T. and Delaitre, T. 2008. Automatic service deployment using virtualisation. in: Proceedings of the 16th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2008), Toulouse, France, February 13-15, 2008 Los Alamitos, USA IEEE . pp. 628-635

Virtual appliances: a way to provide automatic service deployment
Kecskemeti, G., Kacsuk, P., Delaitre, T., Terstyanszky, G., Davoli, F., Meyer, N., Pugliese, R. and Zappatore, S. 2008. Virtual appliances: a way to provide automatic service deployment. INGRID 2008. Lacco Ameno, Island of Ischia, Italy 9 - 11 April 2008 Springer. pp. 425-436 https://doi.org/10.1007/978-1-4419-5597-5_7

Can we connect existing production grids into a world wide grid?
Kacsuk, P., Kertesz, A. and Kiss, T. 2008. Can we connect existing production grids into a world wide grid? in: High Performance Computing for Computational Science - VECPAR 2008 Springer. pp. 109-122

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

Application of Grid computing for designing a class of optimal periodic nonuniform sampling sequences
Tarczynski, A., Kiss, T., Terstyanszky, G., Delaitre, T., Qu, D. and Winter, S. 2008. Application of Grid computing for designing a class of optimal periodic nonuniform sampling sequences. Future Generation Computer Systems. 24 (7), pp. 763-773. https://doi.org/10.1016/j.future.2008.02.005

Solving the grid interoperability problem by P-GRADE portal at workflow level
Kacsuk, P., Kiss, T. and Sipos, G. 2008. Solving the grid interoperability problem by P-GRADE portal at workflow level. Future Generation Computer Systems. 24 (7), pp. 744-751. https://doi.org/10.1016/j.future.2008.02.008

Towards a scientific workflow-oriented computational World Wide Grid
Kacsuk, P. and Kiss, T. 2007. Towards a scientific workflow-oriented computational World Wide Grid. CoreGRID. https://doi.org/CoreGRIDTechnicalReportNumberTR-0115

SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing
Marosi, A.C., Gombas, G., Balaton, Z., Kacsuk, P. and Kiss, T. 2007. SZTAKI desktop grid: building a scalable, secure platform for desktop grid computing. CoreGRID. https://doi.org/CoreGRIDTechnicalReportNumberTR-0100

Extracting performance hints for grid users using data mining techniques: a case study in the NGS
Goyeneche, A., Guim, F., Rodero, I., Terstyanszky, G. and Corbalan, J. 2007. Extracting performance hints for grid users using data mining techniques: a case study in the NGS. Mediterranean Journal of Computers & Networks. 3 (2), pp. 52-61.

Utilising different data sources in computational grid workflows
Kiss, T., Tudose, A., Terstyanszky, G., Kacsuk, P. and Sipos, G. 2007. Utilising different data sources in computational grid workflows. CoreGRID Workshop on Grid Programming Model, Grid and P2P Systems Architecture and Grid Systems, Tools and Environments. Heraklion - Crete, Greece 12 - 13 Jun 2007

SRB data resources in computational grid workflows
Kiss, T., Tudose, A., Kacsuk, P. and Terstyanszky, G. 2007. SRB data resources in computational grid workflows. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2007, Nottingham UK, 10th - 13th September Edinburgh National e-Science Centre. pp. 643-650

Grid computing: the European business perspective
Kiss, T. 2007. Grid computing: the European business perspective. European Business Review.

Grid interoperability by multiple broker utilization and meta-brokering
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2007. Grid interoperability by multiple broker utilization and meta-brokering. in: Proceedings of the 2nd International Workshop on Distributed Cooperative Laboratories: Instrumenting the GRID (INGRID 2007) Austria OCG Verlag. pp. 305-314

Automatic service deployment using virtualisation
Kecskemeti, G., Terstyanszky, G., Kiss, T., Delaitre, T. and Kacsuk, P. 2007. Automatic service deployment using virtualisation. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2007, Nottingham UK, 10th - 13th September Edinburgh National e-Science Centre. pp. 718-725

Supporting workflow-level parameter study applications by the P-GRADE grid portal
Kacsuk, P., Farkas, Z., Sipos, G., Hermann, G. and Kiss, T. 2007. Supporting workflow-level parameter study applications by the P-GRADE grid portal. in: Priol, T. and Vanneschi, M. (ed.) Towards next generation grids: proceedings of the CoreGRID Symposium 2007, August 27-28, Rennes, France New York, NY, USA Springer. pp. 253-263

Improving Grid computing performance prediction using weighted templates
Goyeneche, A., Terstyanszky, G., Delaitre, T. and Winter, S. 2007. Improving Grid computing performance prediction using weighted templates. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2007, Nottingham UK, 10th - 13th September Edinburgh National e-Science Centre. pp. 361-368

Legacy code support for service-oriented production grids
Delaitre, T., Kiss, T., Terstyanszky, G., Winter, S. and Kacsuk, P. 2007. Legacy code support for service-oriented production grids. in: Kacsuk, P., Fahringer, T. and Nemeth, Z. (ed.) Distributed and parallel systems: cluster and grid computing (Proceedings of the 6th Austrian-Hungarian Workshop on Distributed and Parallel Systems (DAPSYS)) Boston, MA Springer. pp. 103-112

SZTAKI desktop grid: a modular and scalable way of building large computing grids
Balaton, Z., Gombas, G., Kacsuk, P., Kornafeld, A., Kovacs, J., Marosi, A.C., Vida, G., Podhorszki, N. and Kiss, T. 2007. SZTAKI desktop grid: a modular and scalable way of building large computing grids. in: 21st International Parallel and Distributed Processing Symposium (IPDPS 2007), Proceedings, 26-30 March 2007, Long Beach, California, USA Los Alamitos, USA IEEE . pp. 1-8

Legacy code support for commercial production grids
Terstyanszky, G., Kiss, T., Kacsuk, P., Delaitre, T., Kecskemeti, G. and Winter, S. 2006. Legacy code support for commercial production grids. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2006: Nottingham UK, 18th - 21st September Edinburgh, UK National e-Science Centre. pp. 21-26

User support for next generation production grids
Terstyanszky, G., Kiss, T., Delaitre, T., Winter, S., Kacsuk, P. and Kecskemeti, G. 2006. User support for next generation production grids. Grid-Enabling Legacy Applications and Supporting End Users Workshop (GELA) within the framework of the 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'15). Paris, France 19-23 Jun 2006 pp. 35-43

Service-oriented production grids and user support
Terstyanszky, G., Kiss, T., Delaitre, T., Winter, S., Kacsuk, P. and Kecskemeti, G. 2006. Service-oriented production grids and user support. in: Gannon, D., Badia, R.M. and Buyya, R. (ed.) Proceedings of the 7th IEEE/ACM International Conference on Grid Computing, Barcelona, Spain, September 28-29, 2006 Los Alamitos, USA IEEE . pp. 323-324

Application of grid computing for designing a class of optimal periodic non-uniform sampling sequences
Tarczynski, A., Kiss, T., Qu, D., Terstyanszky, G., Delaitre, T. and Winter, S. 2006. Application of grid computing for designing a class of optimal periodic non-uniform sampling sequences. 15th IEEE International Symposium on High Performance Distributed Computing, HPDC'15. Paris, France 19 - 23 Jun 2006 pp. 86-94

Hidden access mechanism for demonstrating and teaching grid
Stancheva, R., Terstyanszky, G., Delaitre, T., Kiss, T., Kacsuk, P. and Winter, S. 2006. Hidden access mechanism for demonstrating and teaching grid. MIPRO 2006, 29th International Convention. Opatija, Croatia 22-26 May 2006 Croatia Croation Society for Information and Communications.

Executing parameter study workflows in the P-Grade portal
Sipos, G., Goyeneche, A., Kiss, T. and Kacsuk, P. 2006. Executing parameter study workflows in the P-Grade portal. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Solving grid interoperability between 2nd and 3rd generation grids by the integrated P-GRADE/GEMCLA portal
Kiss, T., Kacsuk, P., Terstyanszky, G., Delaitre, T., Kecskemeti, G. and Winter, S. 2006. Solving grid interoperability between 2nd and 3rd generation grids by the integrated P-GRADE/GEMCLA portal. in: Cox, S.J. (ed.) Proceedings of the UK e-Science All Hands Meeting 2006: Nottingham UK, 18th - 21st September Edinburgh, UK National e-Science Centre. pp. 389-392

Multiple broker support by grid portals
Kertesz, A., Farkas, Z., Kacsuk, P. and Kiss, T. 2006. Multiple broker support by grid portals. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Legacy code repository with broker-based job execution
Kecskemeti, G., Terstyanszky, G., Kiss, T. and Kacsuk, P. 2006. Legacy code repository with broker-based job execution. CoreGRID Workshop on Grid Systems, Tools and Environments in Conjunction with GRIDS@work: CoreGRID Conference, Grid Plugtests and Contest. Sophia-Antipolis, France 01 Dec 2006

Scalable desktop grid system
Kacsuk, P., Podhorszki, N. and Kiss, T. 2006. Scalable desktop grid system. in: Daydt, M. (ed.) High Performance Computing for Computational Science - VECPAR 2006: 7th international conference, Rio de Janeiro, Brazil, June 10-13, 2006: revised selected and invited papers Berlin, Germany Springer. pp. 27-38

Solving the grid interoperability problem by P-GRADE portal at workflow level
Kacsuk, P., Kiss, T. and Sipos, G. 2006. Solving the grid interoperability problem by P-GRADE portal at workflow level. Grid-Enabling Legacy Applications and Supporting End Users Workshop (GELA) within the framework of the 15th IEEE International Symposium on High Performance Distributed Computing (HPDC'15). Paris, France 19-23 Jun 2006

User friendly environment to grid enabled legacy codes
Kacsuk, P., Kiss, T., Delaitre, T., Goyeneche, A., Winter, S., Terstyanszky, G., Farkas, Z., Nemeth, C. and Boczko, T. 2006. User friendly environment to grid enabled legacy codes. in: Di Martino, B., Dongarra, J., Hoisie, A., Yang, L.T. and Zima, H. (ed.) Engineering the grid: status and perspective Valencia, California, USA ASP Press. pp. 205-217

Dynamic testing of legacy code resources on the grid
Bitonti, L., Kiss, T., Terstyanszky, G., Delaitre, T., Winter, S. and Kacsuk, P. 2006. Dynamic testing of legacy code resources on the grid. in: Proceedings of the 3rd Conference on Computing Frontiers New York, USA ACM. pp. 261-268

Legacy code support for production grids
Kiss, T., Terstyanszky, G., Kecskemeti, G., Illes, S., Delaitre, T., Winter, S., Kacsuk, P. and Sipos, G. 2005. Legacy code support for production grids. CoreGRID. https://doi.org/CoreGRIDTechnicalReportNumberTR-0011

Scalable desktop grid system
Kacsuk, P., Podhorszki, N. and Kiss, T. 2005. Scalable desktop grid system. CoreGRID. https://doi.org/CoreGRIDTechnicalReportNumberTR-0006

Grid services interoperability within the context of a workflow
Zetuny, Y., Terstyanszky, G., Winter, S. and Madani, K. 2005. Grid services interoperability within the context of a workflow. in: microCAD 2005 International Scientific Conference Miskolc, Hungary microCAD. pp. 403-408

Deployment and interoperability of legacy code services
Zetuny, Y., Kecskemeti, G., Kiss, T., Sipos, G., Kacsuk, P., Terstyanszky, G. and Winter, S. 2005. Deployment and interoperability of legacy code services. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

Service management architecture in ePerSpace
Terstyanszky, G., Zetuny, Y., Kecskemeti, G., Madani, K. and Lohi, M. 2005. Service management architecture in ePerSpace. in: EUROSCOM Summit 2005: Ubiquitous Services and Applications: Exploiting the Potential, conference proceedings, 27-29 April 2005, Heidelberg, Germany Berlin, Germany VDE Verlag.

Automatic grid service deployment
Terstyanszky, G. and Kecskemeti, G. 2005. Automatic grid service deployment. in: microCAD 2005 International Scientific Conference Miskolc, Hungary microCAD. pp. 201-206

Security mechanisms for legacy code applications in GT3 environment
Terstyanszky, G., Delaitre, T., Goyeneche, A., Kiss, T., Sajadah, K., Winter, S. and Kacsuk, P. 2005. Security mechanisms for legacy code applications in GT3 environment. in: 13th Euromicro Conference on Parallel, Distributed, and Network-Based Processing proceedings: Lugano, Switzerland, February 9-11, 2005 Los Alamitos, USA IEEE . pp. 220-226

A semi-autonomous generic network for seamless personalised services at home and elsewhere
Madani, K., Lohi, M., Terstyanszky, G., Zetuny, Y. and Kecskemeti, G. 2005. A semi-autonomous generic network for seamless personalised services at home and elsewhere. in: IEE Forum on Autonomous Systems, 2005 IEEE .

ePerSpace: a distributed platform for personalised services at home and elsewhere
Madani, K., Lohi, M., Terstyanszky, G., Zetuny, Y. and Kecskemeti, G. 2005. ePerSpace: a distributed platform for personalised services at home and elsewhere. International Council on Medical and Care Compunetics (ICMCC) Conference. The Hague, Netherlands 01-03 June 2005

Legacy code support for production grids
Kiss, T., Terstyanszky, G., Kecskemeti, G., Illes, S., Delaitre, T., Winter, S., Kacsuk, P. and Sipos, G. 2005. Legacy code support for production grids. in: Proceedings of the 6th IEEE/ACM International Workshop on Grid Computing: November 13-14 2005. Seattle, Washington, USA USA IEEE . pp. 278-283

User friendly legacy code support for different grid environments and middleware
Kiss, T., Sipos, G., Terstyanszky, G., Podhorszki, N. and Winter, S. 2005. User friendly legacy code support for different grid environments and middleware. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

Integration of GEMLCA and the P-GRADE portal
Kiss, T., Sipos, G., Kacsuk, P., Karoczkai, K., Terstyanszky, G. and Delaitre, T. 2005. Integration of GEMLCA and the P-GRADE portal. CoreGRID Workshop on Grid Systems, Tools and Environments (WP7 Workshop) (in conjunction with GRIDS@Work). Sophia Antipolis, France 12-14 Oct 2005

Automatic deployment and interoperability of grid services
Kecskemeti, G., Zetuny, Y., Terstyanszky, G., Winter, S., Kiss, T. and Kacsuk, P. 2005. Automatic deployment and interoperability of grid services. in: Cox, S.J. and Walker, D.W. (ed.) Proceedings UK e-Science All Hands Meeting 2005, Steering via the Image in Local, Distributed and Collaborative Settings Swindon, UK EPSRC. pp. 729-736

Automatic deployment of interoperable legacy code services
Kecskemeti, G., Zetuny, Y., Kiss, T., Sipos, G., Kacsuk, P., Terstyanszky, G. and Winter, S. 2005. Automatic deployment of interoperable legacy code services. CoreGRID Workshop on Grid Systems, Tools and Environments (WP7 Workshop) (in conjunction with GRIDS@Work). Sophia Antipolis, France 12-14 Oct 2005

Experiences with deploying legacy code applications as grid services using GEMLCA
Goyeneche, A., Kiss, T., Terstyanszky, G., Kecskemeti, G., Delaitre, T., Kacsuk, P. and Winter, S. 2005. Experiences with deploying legacy code applications as grid services using GEMLCA. in: Sloot, P.M.A., Hoekstra, A.G., Priol, T. and Reinefeld, A. (ed.) Advances in grid computing (EGC 2005): European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005: revised selected papers Berlin, Germany Springer. pp. 851-860

GEMLCA: running legacy code applications as grid services
Delaitre, T., Kiss, T., Goyeneche, A., Terstyanszky, G., Winter, S. and Kacsuk, P. 2005. GEMLCA: running legacy code applications as grid services. CoreGRID. https://doi.org/TR0004

Towards integration of legacy code deployment approaches
Balis, B., Bubak, M., Harrison, A., Kacsuk, P., Kiss, T., Sipos, G. and Taylor, I. 2005. Towards integration of legacy code deployment approaches. in: Gorlatch, S. and Danelutto, M. (ed.) Proceedings of the CoreGRID Integration Workshop, Pisa, Italy Pisa, Italy Universit di Pisa, Dipartimento di Informatica.

GEMLCA: running legacy code applications as grid services
Delaitre, T., Kiss, T., Goyeneche, A., Terstyanszky, G., Winter, S. and Kacsuk, P. 2005. GEMLCA: running legacy code applications as grid services. Journal of Grid Computing. 3 (1-2), pp. 75-90. https://doi.org/10.1007/s10723-005-9002-8

GEMLCA: a grid formula for re-starting applications
Winter, S. and Kiss, T. 2004. GEMLCA: a grid formula for re-starting applications. European CEO Magazine. November/December, pp. 64-66.

Electronic marketplaces based on OSGI grid services
Kiss, T., Terstyanszky, G. and Winter, S. 2004. Electronic marketplaces based on OSGI grid services. in: microCAD 2004: International Scientific Conference, 18-19 March 2004 UNKNOWN. pp. 43-48

Deploying application on a GT3 Grid
Kiss, T., Delaitre, T., Goyeneche, A., Winter, S., Kacsuk, P., Terstyanszky, G., Igbe, D., Maselino, P., Sajadah, K. and Weingarten, N. 2004. Deploying application on a GT3 Grid. London, UK University of Westminster.

Grid solution for e-marketplaces integrated with logistics
Kacsukne Bruckner, L. and Kiss, T. 2004. Grid solution for e-marketplaces integrated with logistics. in: Juhasz, Z., Kacsuk, P. and Kranzlmuller, D. (ed.) Distributed and parallel systems: cluster and grid computing New York, USA Springer.

High-level grid application environment to use legacy codes as OGSA grid services
Kacsuk, P., Goyeneche, A., Delaitre, T., Kiss, T., Farkas, Z. and Boczko, T. 2004. High-level grid application environment to use legacy codes as OGSA grid services. in: Buyya, R. (ed.) Fifth IEEE/ACM International Workshop on Grid Computing: Pittsburgh, Pennsylvania, 8 November, 2004 Las Alamitos, USA IEEE . pp. 428-435

A high-level grid application environment to grid-enable legacy code
Kacsuk, P., Farkas, Z., Boczko, T., Kiss, T., Goyeneche, A. and Delaitre, T. 2004. A high-level grid application environment to grid-enable legacy code. ERCIM News. 59, pp. 44-45.

An approach to managing quality of services and performance in grid computing
Goyeneche, A., Terstyanszky, G. and Winter, S. 2004. An approach to managing quality of services and performance in grid computing. MicroCAD 2004 International Scientific Conference. Miskolc, Hungary 18-19 Mar 2004

Creating scalable traffic simulation on clusters
Gourgoulis, A., Terstyanszky, G., Kacsuk, P. and Winter, S. 2004. Creating scalable traffic simulation on clusters. in: Proceedings of the 12th Euromicro Conference on Parallel, Distributed and Network-Based Processing (PDP 2004) Los Alamitos, USA IEEE . pp. 60-65

Publishing and executing parallel legacy code using an OGSI grid service
Delaitre, T., Goyeneche, A., Kiss, T. and Winter, S. 2004. Publishing and executing parallel legacy code using an OGSI grid service. in: Lagana, A. (ed.) Computational science and its applications: ICCSA 2004, international conference, Assisi, Italy, May 14-17, 2004, proceedings Heidelberg, Germany Springer.

Experiences with publishing and executing parallel legacy code using an OGSI grid service
Delaitre, T., Goyeneche, A., Kiss, T., Terstyanszky, G., Winter, S., Kacsuk, P., Igbe, D., Maselino, P., Sajadah, K. and Weingarten, N. 2004. Experiences with publishing and executing parallel legacy code using an OGSI grid service. in: Proceedings of the UK E-Science All Hands Meeting, 31st Aug - 3rd Sep, 2004, Nottingham, UK EPSRC. pp. 999-1002

Traffic simulation in P-Grade as a grid service
Delaitre, T., Goyeneche, A., Kiss, T., Terstyanszky, G., Weingarten, N., Maselino, P., Gourgoulis, A. and Winter, S. 2004. Traffic simulation in P-Grade as a grid service. in: Zoltan, J., Kacsuk, P. and Kranzlmuller, D. (ed.) Distributed and parallel systems: cluster and grid computing New York, USA Springer.

GEMLCA: grid execution management for legacy code architecture design
Delaitre, T., Goyeneche, A., Kacsuk, P., Kiss, T., Terstyanszky, G. and Winter, S. 2004. GEMLCA: grid execution management for legacy code architecture design. in: Steinmetz, R., Mauthe, A. and Crnkovic, I. (ed.) 30th Euromicro Conference proceedings: 31 August-3 September, 2004, Rennes, France IEEE . pp. 477-483

Web services and grid computing for e-business applications
Kiss, T., Terstyanszky, G. and Winter, S. 2003. Web services and grid computing for e-business applications. in: microCAD 2003: International Scientific Conference, 06-07 March 2003 UNKNOWN.

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

Using clusters for traffic simulation
Gourgoulis, A., Terstyanszky, G., Kacsuk, P. and Winter, S. 2003. Using clusters for traffic simulation. in: MIPRO 2003: 26th International Convention on Hypermedia and Grid Systems, Opatija, Croatia, May 19-23, 2003 Liniavera. pp. 123-128

Urban traffic simulation based on cluster computing
Gourgoulis, A., Terstyanszky, G., Kacsuk, P. and Winter, S. 2003. Urban traffic simulation based on cluster computing. microCAD 2003. Miskolc, Hungary 06-07 Mar 2003

Simulation of urban transport based on cluster computing
Gourgoulis, A., Terstyanszky, G., Kacsuk, P. and Winter, S. 2003. Simulation of urban transport based on cluster computing. in: Al-Dabass, D. (ed.) UKSIM 2003: Sixth National Conference of the United Kingdom Simulation Society, Emmanuel College, Cambridge: 9th - 11th April 2003 United Kingdom Simulation Society. pp. 220-224

Teaching electronic commerce
Kacsukne Bruckner, L. and Kiss, T. 2002. Teaching electronic commerce. Informatics in Higher Education Conference. Debrecen, Hungary 27-29 Aug 2002

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