Analyzing and Modeling Medical Data on Distributed Computing Infrastructures

Terstyanszky, G., Kiss, T., Korkhov, V., Olabarriaga, S.D. and Delgado Olabarriaga, S. 2014. Analyzing and Modeling Medical Data on Distributed Computing Infrastructures. Hawaii International Conference on System Sciences. Hawaii, USA 06 Jan 2014 IEEE .

TitleAnalyzing and Modeling Medical Data on Distributed Computing Infrastructures
AuthorsTerstyanszky, G., Kiss, T., Korkhov, V., Olabarriaga, S.D. and Delgado Olabarriaga, S.
TypeConference paper
Abstract

Researchers want to analyse Health Care data which may requires large pools of compute and data resources. To have them they need access to Distributed Computing Infrastructures (DCI). To use them it requires expertise which researchers may not have. Workflows can hide infrastructures. There are many workflow systems but they are not interoperable. To learn a workflow system and create workflows in a workflow system may require significant effort. Considering these efforts it is not reasonable to expect that researchers will learn new workflow systems if they want to run workflows of other workflow systems. As a result, the lack of interoperability prevents workflow sharing and a vast amount of research efforts is wasted. The FP7 Sharing Interoperable Workflow for Large-Scale Scientific Simulation on Available DCIs (SHIWA) project developed the Coarse-Grained Interoperability (CGI) to enable workflow sharing. The project created the SHIWA Simulation Platform (SSP) to support CGI as a production-level service. The paper describes how the CGI approach can be used for analysis and simulation in Health Care.

Keywordsdata analysis, health care, medical computing, open systems
Year2014
ConferenceHawaii International Conference on System Sciences
PublisherIEEE
ISBN9781479925049
Digital Object Identifier (DOI)doi:10.1109/HICSS.2014.364
Web address (URL) of conference proceedingshttp://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6751593

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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

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.

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

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.

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.

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.

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.

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.

Scalable desktop grid system
Kacsuk, P., Podhorszki, N. and Kiss, T. 2005. Scalable desktop grid system. CoreGRID.

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.

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.

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: 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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