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Dr. A.S.Z. (Adam) Belloum

Faculty of Science
Informatics Institute
Photographer: onbekend
Visiting address
  • Science Park 904
  • Room number: L5.40
Postal address
  • Postbus 94323
    1090 GH Amsterdam
Contact details
  • Vision

    A self-organizing linked process ecosystem for scientific data.

    In this vision processes are used as a method to link scientific data at different stages. This goes beyond the idea of the Web Linked Data approach simply connecting pieces of data and information using Semantic Web techniques. This ecosystem can be thought of as a semantically annotated network where data and processes are interlinked to describe meaningful scientific data transformations. While this network expands as a result of adding new data and processes, multiple alternative paths for data exploration are created. The ecosystem will be able to assist scientists to identify the data transformation required for his/her application and map them to appropriate resources using information provided by programmable e-Infrastructures.

    personal web page
    Research Interests
  • Research Interest

    Up to 2010, I have been focusing on scaling eScience applications in term of CPU resources; many research groups use the solutions developed in the context of this research. Currently I’m extending my research focus to data aspects of eScience applications. Following are the research objectives I have defined for the coming couple years:

    • Investigating the challenging issues in creating an ecosystem which characterize the relationships exists between the processes and the data they act on
      • Data integration mechanisms allowing aggregation of multi-format and multi-source data into a single coherent schema while preserving the autonomy of data sources.
      • Domain-oriented semantic descriptions of basic application modules, workflow patterns and data sources to facilitate automatic construction of collaborative applications.
    • Investigating the challenging issues in modeling and integrating workflow processes of data-centric scientific applications
      • Modeling of complex workflows
      • Methods for data intensive applications
      • Methods for enacting workflow on e-infrastructures (security, privacy and integrity of both process and data are considered here)
  • Bio

    Dr. Adam S.Z. Belloum is Assistant Professor at the computer science department of the University of Amsterdam. He received the MSc and PhD degrees from the Université  de Technologie de Compiègne, France. He started his research activities in 1992, he first worked in the area of designing parallel computers (VLSI design), where he participated in the design and the implementation of a prototype of a parallel computer dedicated to image processing based on DSP processors. In 1997, he moved to The Netherlands were he was leading the research activities in the area of Web caching until the year 2000. Since then he has be heading a small research group at the IvI, UvA, working on a various aspects of developing generic middleware for e-Infrastructures. 

  • Publications

    2023

    2022

    • Amiri, S., Belloum, A., Nalisnick, E., Klous, S., & Gommans, L. (2022). On the impact of non-IID data on the performance and fairness of differentially private federated learning. In Proceedings, 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop volume: 27-30 June 2022, Baltimore, Maryland (pp. 52-58). (DSN-W; Vol. 2022). IEEE Computer Society. https://doi.org/10.1109/DSN-W54100.2022.00018 [details]
    • Amiri, S., Nalisnick, E., Belloum, A., Klous, S., & Gommans, L. (2022). Generating Heavy-Tailed Synthetic Data with Normalizing Flows. In The 5th Workshop on Tractable Probabilistic Modeling https://openreview.net/forum?id=PbvyJ8XpNn
    • Bentaleb, O., Belloum, A. S. Z., Sebaa, A., & El-Maouhab, A. (2022). Containerization technologies: taxonomies, applications and challenges. Journal of Supercomputing, 78(1), 1144–1181. https://doi.org/10.1007/s11227-021-03914-1 [details]
    • Bentaleb, O., Sebaa, A., Kalli, S., & Belloum, A. S. Z. (2022). Deployment of a programming framework based on microservices and containers with application to the astrophysical domain. Astronomy and Computing, 41, Article 100655. https://doi.org/10.1016/j.ascom.2022.100655 [details]
    • Esterhuyse, C. A., Müller, T., van Binsbergen, L. T., & Belloum, A. S. Z. (2022). Exploring the Enforcement of Private, Dynamic Policies on Medical Workflow Execution. In eScience '22 : Democratizing science : 2022 IEEE 18th International Conference on e-Science: proceedings : eScience 2022 : Salt Lake City, Utah, USA, 10-14 October 202 (pp. 481-486). Conference Publishing Services, IEEE Computer Society. https://doi.org/10.1109/eScience55777.2022.00086 [details]
    • Kassem, J. A., Belloum, A., Müller, T., & Grosso, P. (2022). Utilisation Profiles of Bridging Function Chain for Healthcare Use Cases. In eScience '22 : Democratizing science : 2022 IEEE 18th International Conference on e-Science: proceedings : eScience 2022 : Salt Lake City, Utah, USA, 10-14 October 202 (pp. 475-480). Conference Publishing Services, IEEE Computer Society. https://doi.org/10.1109/eScience55777.2022.00085 [details]
    • Zhou, X., Belloum, A., Lees, M. H., van Engers, T., & de Laat, C. (2022). Costly incentives design from an institutional perspective: cooperation, sustainability and affluence. Proceedings of the Royal Society A-Mathematical, Physical and Engineering Sciences, 478(2265), Article 20220393. https://doi.org/10.1098/rspa.2022.0393 [details]

    2021

    • Amiri, S., Belloum, A., Klous, S., & Gommans, L. (2021). Compressive differentiallyprivate federated learning through universal vector quantization. In AAAI Workshop on Privacy-Preserving Artificial Intelligence AAAI.
    • Kassem, J. A., Valkering, O., Belloum, A., & Grosso, P. (2021). EPI framework: Approach for traffic redirection through containerised network functions. In Proceedings, IEEE 17th International Conference on eScience: e-Science 2021 : 20-23 September 2021, online event (pp. 80-89). IEEE Computer Society. https://doi.org/10.1109/eScience51609.2021.00018 [details]
    • Osório, A. L., Camarinha-Matos, L. M., Belloum, A., & Afsarmanesh, H. (2021). Collaborative Trusted Digital Services for Citizens. In L. M. Camarinha-Matos, X. Boucher, & H. Afsarmanesh (Eds.), Smart and Sustainable Collaborative Networks 4.0: 22nd IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2021, Saint-Étienne, France, November 22–24, 2021 : proceedings (pp. 212-223). (IFIP Advances in Information and Communication Technology; Vol. 629). Springer. https://doi.org/10.1007/978-3-030-85969-5_19 [details]
    • Valkering, O., Cushing, R., & Belloum, A. (2021). Brane: A framework for programmable orchestration of multi-site applications. In Proceedings, IEEE 17th International Conference on eScience: e-Science 2021 : 20-23 September 2021, online event (pp. 277-282). IEEE Computer Society. https://doi.org/10.1109/eScience51609.2021.00056 [details]

    2020

    • Baranowski, M., Belloum, A., Cushing, R., & Valkering, O. (2020). Cookery: A framework for creating data processing pipeline using online services. Computing and Informatics, 39(4), 678-694. https://doi.org/10.31577/CAI_2020_4_678 [details]
    • Bobák, M., Hluchý, L., Habala, O., Tran, V., Cushing, R., Valkering, O., Belloum, A., Graziani, M., Müller, H., Madougou, S., & Maassen, J. (2020). Reference exascale architecture (extended version). Computing and Informatics, 39(4), 644-677. https://doi.org/10.31577/CAI_2020_4_644 [details]
    • Cushing, R., Valkering, O., Belloum, A., Madougou, S., Bobak, M., Habala, O., Tran, V., Meizner, J., Nowakowski, P., Graziani, M., & Müller, H. (2020). Process data infrastructure and data services. Computing and Informatics, 39(4), 724-756. https://doi.org/10.31577/CAI_2020_4_724 [details]
    • Gerhards, M., Sander, V., Živković, M., Belloum, A., & Bubak, M. (2020). New Approach to Allocation Planning of Many-task Workflows on Clouds. Concurrency and Computation: Practice and Experience, 32(2), Article e5404. https://doi.org/10.1002/cpe.5404 [details]
    • Heldens, S., Hijma, P., Van Werkhoven, B., Maassen, J., Belloum, A. S. Z., & Van Nieuwpoort, R. V. (2020). The Landscape of Exascale Research: A Data-Driven Literature Analysis. ACM Computing Surveys, 53(2), Article 23. https://doi.org/10.1145/3372390 [details]
    • Osório, A. L., Camarinha-Matos, L. M., Afsarmanesh, H., & Belloum, A. (2020). Liability in Collaborative Maintenance of Critical System of Systems. In L. M. Camarinha-Matos, H. Afsarmanesh, & A. Ortiz (Eds.), Boosting Collaborative Networks 4.0: 21st IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2020, Valencia, Spain, November 23–25, 2020 : proceedings (pp. 191-202). (IFIP Advances in Information and Communication Technology; Vol. 598). Springer. https://doi.org/10.1007/978-3-030-62412-5_16 [details]
    • Zhou, X., Cushing, R., Koning, R., Belloum, A., Grosso, P., Klous, S., van Engers, T., & de Laat, C. (2020). Policy Enforcement for Secure and Trustworthy Data Sharing in Multi-domain Infrastructures. In G. Wang, C. Becker Westphall, & A. Castiglione (Eds.), 2020 IEEE 14th International Conference on Big Data Science and Engineering: proceedings : 29 December 2020-1 January 2021, Guangzhou, China (pp. 104-113). IEEE Computer Society. https://doi.org/10.1109/BigDataSE50710.2020.00022 [details]

    2019

    • Amiri, S., Salimzadeh, S., & Belloum, A. S. Z. (2019). A survey of scalable deep learning frameworks. In IEEE 15th International Conference on eScience: proceedings : 24-27 September 2019, San Diego, California (pp. 650-651). IEEE Computer Society. https://doi.org/10.1109/eScience.2019.00102 [details]
    • Belloum, A. S. Z., Koulouzis, S., Wiktorski, T., & Manieri, A. (2019). Bridging the demand and the offer in data science. Concurrency and Computation: Practice and Experience, 31(17), Article e5200. https://doi.org/10.1002/cpe.5200 [details]
    • Bobák, M., Hluchý, L., Belloum, A. S. Z., Cushing, R., Meizner, J., Nowakowski, P., Tran, V., Habala, O., Maassen, J., Somosköi, B., Graziani, M., Heikkurinen, M., Höb, M., & Schmidt, J. (2019). Reference exascale architecture. In IEEE 15th International Conference on eScience: proceedings : 24-27 September 2019, San Diego, California (pp. 479-487). IEEE Computer Society. https://doi.org/10.1109/eScience.2019.00063 [details]
    • Cushing, R., Valkering, O., Belloum, A., & de Laat, C. (2019). Towards a new paradigm for programming scientific workflows. In IEEE 15th International Conference on eScience: proceedings : 24-27 September 2019, San Diego, California (pp. 604-608). IEEE Computer Society. https://doi.org/10.1109/eScience.2019.00083 [details]
    • Osório, A. L., Camarinha-Matos, L. M., Afsarmanesh, H., & Belloum, A. (2019). Towards a Mobility Payment Service Based on Collaborative Open Systems. In L. M. Camarinha-Matos, H. Afsarmanesh, & D. Antonelli (Eds.), Collaborative Networks and Digital Transformation: 20th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2019, Turin, Italy, September 23–25, 2019 : proceedings (pp. 379-392). (IFIP Advances in Information and Communication Technology; Vol. 568). Springer. https://doi.org/10.1007/978-3-030-28464-0_33 [details]
    • Spreeuw, H., Madougou, S., van Haren, R., Weel, B., Belloum, A., & Maassen, J. (2019). Unlocking the LOFAR ITA. In IEEE 15th International Conference on eScience: proceedings : 24-27 September 2019, San Diego, California (pp. 467-470). IEEE Computer Society. https://doi.org/10.1109/eScience.2019.00061 [details]
    • Valkering, O., & Belloum, A. (2019). Privacy-Preserving Record Linkage with Spark. In Proceedings 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing: CCGrid 2019, Cyprus (pp. 440-448). IEEE Computer Society. https://doi.org/10.1109/CCGRID.2019.00058 [details]

    2018

    • Bobák, M., Belloum, A. S. Z., Nowakowski, P., Meizner, J., Bubak, M., Heikkurinen, M., Habala, O., & Hluchý, L. (2018). Exascale computing and data architectures for brownfield applications. In M. Li, X. Ning, Z. Xiao, G. Xiao, K. Li, & L. Wang (Eds.), ICNC-FSKD 2018: 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery : Huangshan, Anhui, China, 28-30 July, 2018 (pp. 450-457). IEEE. https://doi.org/10.1109/FSKD.2018.8686900 [details]
    • Kalis, R., & Belloum, A. (2018). Validating Data Integrity with Blockchain. In IEEE 10th International Conference on Cloud Computing Technology and Science: proceedings : 10-13 December 2018, Nicosia, Cyprus (pp. 272-277). IEEE Computer Society. https://doi.org/10.1109/CloudCom2018.2018.00060 [details]
    • Osório, A. L., Camarinha-Matos, L. M., Afsarmanesh, H., & Belloum, A. (2018). On Reliable Collaborative Mobility Services. In L. M. Camarinha-Matos, H. Afsarmanesh, & Y. Rezgui (Eds.), Collaborative Networks of Cognitive Systems: 19th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2018, Cardiff, UK, September 17-19, 2018 : proceedings (pp. 297-311). (IFIP Advances in Information and Communication Technology; Vol. 534). Springer. https://doi.org/10.1007/978-3-319-99127-6_26 [details]

    2017

    • Chirkin, A. M., Belloum, A. S. Z., Kovalchuk, S. V., Makkes, M. X., Melnik, M. A., Visheratin, A. A., & Nasonov, D. A. (2017). Execution time estimation for workflow scheduling. Future Generation Computer Systems, 75, 376-387. https://doi.org/10.1016/j.future.2017.01.011 [details]
    • Chirkin, A. M., Belloum, A. S. Z., Kovalchuk, S. V., Makkes, M. X., Melnik, M. A., Visheratin, A. A., & Nasonov, D. A. (2017). Execution time estimation for workflow scheduling. Future Generation Computer Systems, 75, 376-387. Advance online publication. https://doi.org/10.1016/j.future.2017.01.011 [details]
    • Demchenko, Y., Belloum, A., de Laat, C., Loomis, C., Wiktorski, T., & Spekschoor, E. (2017). Customisable Data Science Educational Environment: From Competences Management and Curriculum Design to Virtual Labs On-Demand. In 2017 IEEE 9th International Conference on Cloud Computing Technology and Science: CloudCom 2017 : proceedings : 11-14 December 2017, Hong Kong, Hong Kong (pp. 363-368). IEEE Computer Society. https://doi.org/10.1109/CloudCom.2017.59 [details]
    • Osório, A. L., Belloum, A., Afsarmanesh, H., & Camarinha-Matos, L. M. (2017). Agnostic informatics system of systems: The open ISoS services framework. In L. M. Camarinha-Matos, H. Afsarmanesh, & R. Fornasiero (Eds.), Collaboration in a Data-Rich World: 18th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, Vicenza, Italy, September 18-20, 2017 : proceedings (pp. 407-420). (IFIP Advances in Information and Communication Technology; Vol. 506). Springer. https://doi.org/10.1007/978-3-319-65151-4_37 [details]
    • Wiktorski, T., Demchenko, Y., & Belloum, A. (2017). Model Curricula for Data Science EDISON Data Science Framework. In 2017 IEEE 9th International Conference on Cloud Computing Technology and Science: CloudCom 2017 : proceedings : 11-14 December 2017, Hong Kong, Hong Kong (pp. 369-374). IEEE Computer Society. https://doi.org/10.1109/CloudCom.2017.60 [details]

    2016

    • Cushing, R., Belloum, A., Bubak, M., & de Laat, C. (2016). Towards a data processing plane: An automata-based distributed dynamic data processing model. Future Generation Computer Systems, 59, 21-32. Advance online publication. https://doi.org/10.1016/j.future.2015.11.016 [details]
    • Demchenko, Y., Belloum, A., Los, W., Wiktorski, T., Manieri, A., Brocks, H., Becker, J., Heutelbeck, D., Hemmje, M., & Brewer, S. (2016). EDISON Data Science Framework: A Foundation for Building Data Science Profession for Research and Industry. In 8th IEEE International Conference on Cloud Computing Technology and Science: CloudCom 2016 : proceedings : 12-15 December 2016, Luxembourg City, Luxembourg (pp. 620-626). IEEE Computer Society. https://doi.org/10.1109/CloudCom.2016.0107 [details]
    • Koulouzis, S., Belloum, A. S. Z., Bubak, M. T., Zhao, Z., Živković, M., & de Laat, C. T. A. M. (2016). SDN-aware federation of distributed data. Future Generation Computer Systems, 56, 64-76. Advance online publication. https://doi.org/10.1016/j.future.2015.09.032 [details]
    • Koulouzis, S., Belloum, A., Bubak, M., Lamata, P., Nolte, D., Vasyunin, D., & de Laat, C. (2016). Distributed Data Management Service for VPH Applications. IEEE Internet Computing, 20(2), 34-41. Advance online publication. https://doi.org/10.1109/MIC.2015.71 [details]
    • Wiktorski, T., Shirazi, A., Demchenko, Y., & Belloum, A. (2016). Quantitative and qualitative analysis of current data science programs from perspective of data science competence groups and framework. In 8th IEEE International Conference on Cloud Computing Technology and Science: CloudCom 2016 : proceedings : 12-15 December 2016, Luxembourg City, Luxembourg (pp. 633-638). IEEE Computer Society. https://doi.org/10.1109/CloudCom.2016.0109 [details]

    2015

    • Baranowski, M., Belloum, A., & Bubak, M. (2015). Cookery: A framework for developing cloud applications. In W. W. Smari (Ed.), Proceedings of the 2015 International Conference on High Performance Computing & Simulation (HPCS 2015): July 20-24, 2015, Amsterdam, the Netherlands (pp. 635-638). IEEE. https://doi.org/10.1109/HPCSim.2015.7237105 [details]
    • Baranowski, M., Bubak, M., & Belloum, A. (2015). Data and process abstractions for cloud computing. In W. W. Smari (Ed.), Proceedings of the 2015 International Conference on High Performance Computing & Simulation (HPCS 2015): July 20-24, 2015, Amsterdam, the Netherlands (pp. 646-649). IEEE. https://doi.org/10.1109/HPCSim.2015.7237108 [details]
    • Wibisono, A., Bloem, P., de Vries, G. K. D., Groth, P., Belloum, A., & Bubak, M. (2015). Generating scientific documentation for computational experiments using provenance. In B. Ludäscher, & B. Plale (Eds.), Provenance and Annotation of Data and Processes: 5th International Provenance and Annotation Workshop, IPAW 2014, Cologne, Germany, June 9-13, 2014 : revised selected papers (pp. 168-179). (Lecture Notes in Computer Science; Vol. 8628). Springer. https://doi.org/10.1007/978-3-319-16462-5_13 [details]

    2014

    • Chirkin, A. M., Belloum, A. S. Z., Kovalchuk, S. V., & Makkes, M. X. (2014). Execution time estimation for workflow scheduling. In Proceedings of WORKS 2014: the 9th Workshop on Workflows in Support of Large-Scale Science : November 16, 2014 : held in conjunction with SC14: The International Conference for High Performance Computing, Networking, Storage and Analysis : New Orleans, Louisiana, November 16-21, 2014 (pp. 1-10). IEEE Press. https://doi.org/10.1109/WORKS.2014.11 [details]
    • Cushing, R., Belloum, A., Bubak, M., & de Laat, C. (2014). Automata-Based Dynamic Data Processing for Clouds. In L. Lopes (Ed.), Euro-Par 2014: Parallel Processing Workshops: Euro-Par 2014 International Workshops, Porto, Portugal, August 25-26, 2014 : revised selected papers (Vol. 1, pp. 93-104). (Lecture Notes in Computer Science; Vol. 8805). Springer. https://doi.org/10.1007/978-3-319-14325-5_9 [details]
    • Cushing, R., Koulouzis, S., Belloum, A., & Bubak, M. (2014). Applying workflow as a service paradigm to application farming. Concurrency and Computation: Practice and Experience, 26(6), 1297-1312. Advance online publication. https://doi.org/10.1002/cpe.3073 [details]
    • Demchenko, Y., Belloum, A., Bernstein, D., & de Laat, C. (2014). Experience of Profiling Curricula on Cloud Computing Technologies and Engineering for Different Target Groups. In 2014 IEEE 6th International Conference on Cloud Computing Technology and Science: CloudCom 2014 : proceedings : Singapore, 15-18 December 2014 (Vol. 2, pp. 949-955). IEEE Computer Society. https://doi.org/10.1109/CloudCom.2014.160 [details]
    • Koulouzis, S., Vasyunin, D., Cushing, R., Belloum, A., & Bubak, M. (2014). Cloud Data Storage Federation for Scientific Applications. In D. an Mey, M. Alexander, P. Bientinesi, M. Cannataro, C. Clauss, A. Costan, G. Kecskemeti, C. Morin, L. Ricci, J. Sahuquillo, M. Schulz, V. Scarano, S. L. Scott, & J. Weidendorfer (Eds.), Euro-Par 2013: Parallel Processing Workshops: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC 2013, Aachen, Germany, August 26-27, 2013 : revised selected papers (pp. 13-22). (Lecture Notes in Computer Science; Vol. 8374). Springer. https://doi.org/10.1007/978-3-642-54420-0_2 [details]
    • Sales Barros, R., van Geldermalsen, S., Boers, A. M. M., Belloum, A. S. Z., Marquering, H. A., & Olabarriaga, S. D. (2014). Heterogeneous Platform Programming for High Performance Medical Imaging Processing. In D. an Mey, M. Alexander, P. Bientinesi, M. Cannataro, C. Clauss, A. Costan, G. Kecskemeti, C. Morin, L. Ricci, J. Sahuquillo, M. Schulz, V. Scarano, S. L. Scott, & J. Weidendorfer (Eds.), Euro-Par 2013: Parallel Processing Workshops: BigDataCloud, DIHC, FedICI, HeteroPar, HiBB, LSDVE, MHPC, OMHI, PADABS, PROPER, Resilience, ROME, and UCHPC 2013, Aachen, Germany, August 26-27, 2013 : revised selected papers (pp. 301-310). (Lecture Notes in Computer Science; Vol. 8374). Springer. https://doi.org/10.1007/978-3-642-54420-0_30 [details]
    • Serrat, J., Szepieniec, T., Belloum, A., Rubio-Loyola, J., Appleton, O., Schaaf, T., & Kocot, J. (2014). gSLM: The Initial Steps for the Specification of a Service Management Standard for Federated e-Infrastructures. In M. Indrawan-Santiago, M. Steinbauer, H-Q. Nguyen, A. M. Tjoa, I. Khalil, & G. Anderst-Kotsis (Eds.), iiWAS 2014: the 16th International Conference on Information Integration and Web-based Applications & Services : December 4-6, 2014, Hanoi, Vietnam (pp. 529–536). Association for Computing Machinery. https://doi.org/10.1145/2684200.2684360 [details]

    2013

    • Baranowski, M., Belloum, A., & Bubak, M. (2013). Enhancing VLAM workflow model with MapReduce operations. In SIMULTECH 2013 - Proceedings of the 3rd International Conference on Simulation and Modeling Methodologies, Technologies and Applications (pp. 179-185). SciTePress. https://doi.org/10.5220/0004488401790185
    • Baranowski, M., Belloum, A., & Bubak, M. (2013). MapReduce Operations with WS-VLAM Workflow Management System. Procedia Computer Science, 18, 2599-2602. https://doi.org/10.1016/j.procs.2013.05.449 [details]
    • Cushing, R., Bubak, M., Belloum, A., & de Laat, C. (2013). Beyond Scientific Workflows: Networked Open Processes. In Proceedings: IEEE Ninth International Conference on e-Science: 22-25 October 2013, Beijing, China (pp. 357-364). IEEE Computer Society. https://doi.org/10.1109/eScience.2013.51 [details]
    • Cushing, R., Putra, G. H. H., Belloum, A., Bubak, M., & de Laat, C. (2013). Distributed Computing on an Ensemble of Browsers. IEEE Internet Computing, 17(5), 54-61. https://doi.org/10.1109/MIC.2013.3 [details]
    • Demchenko, Y., Bernstein, D., Belloum, A., Oprescu, A., Wlodarczyk, T. W., & de Laat, C. (2013). New Instructional Models for Building Effective Curricula on Cloud Computing Technologies and Engineering. In Proceedings IEEE 5th International Conference on Cloud Computing Technology and Science: CloudCom 2013 : 2-5 Dec. 2013, Bristol, United Kingdom (Vol. 2, pp. 112-119). IEEE. https://doi.org/10.1109/CloudCom.2013.160 [details]
    • Gerhards, M., Belloum, A. S. Z., & Sander, V. (2013). Enabling the Use of Cloud Resources in Workflows. In 4th International Conference on Cloud Computing, GRIDs, and Virtualisation Valencia, Spain.
    • Strijkers, R., Cushing, R., Makkes, M. X., Meulenhoff, P., Belloum, A., de Laat, C., & Meijer, R. (2013). Towards an Operating System for Intercloud. In Proceedings IEEE 5th International Conference on Cloud Computing Technology and Science: CloudCom 2013 : 2-5 Dec. 2013, Bristol, United Kingdom (Vol. 2, pp. 63-68). IEEE. https://doi.org/10.1109/CloudCom.2013.105 [details]
    • Wibisono, A., Koning, R., Grosso, P., Belloum, A., Bubak, M., & de Laat, C. (2013). OIntEd: online ontology instance editor enabling a new approach to ontology development. Software, practice & experience, 43(11), 1319-1335. Advance online publication. https://doi.org/10.1002/spe.2141 [details]

    2012

    • Baranowski, M., Belloum, A., Bubak, M., & Malawski, M. (2012). Constructing workflows from script applications. Scientific Programming, 20(4), 359-377. https://doi.org/10.3233/SPR-120358 [details]
    • Cushing, R., Belloum, A. S. Z., Korkhov, V., Vasyunin, D., Bubak, M., & Leguy, C. (2012). Workflow as a service: an approach to workflow farming. In Proceedings of the 21st international symposium on high-performance parallel and distributed computing & co-located workshops: ECMLS'12: June 18-22, 2012, Delft, the Netherlands (pp. 23-31). ACM. https://doi.org/10.1145/2483954.2483960 [details]
    • Cushing, R., Koulouzis, S., Strijkers, R., Belloum, A. S. Z., & Bubak, M. (2012). Service Level Management for executable papers. In M. Alexander, P. D' Ambra, A. Belloum, G. Bosilca, M. Cannataro, M. Danelutto, B. Di Martino, M. Gerndt, E. Jeannot, R. Namyst, J. Roman, S. L. Scott, J. Larsson Traff, G. Vallée, & J. Weidendorfer (Eds.), Euro-Par 2011: Parallel Processing Workshops: CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC: Bordeaux, France, August 29-September 2, 2011: revised selected papers (Vol. 2, pp. 116-123). (Lecture Notes in Computer Science; Vol. 7156). Springer. https://doi.org/10.1007/978-3-642-29740-3_14 [details]
    • Gerhards, M., Jagodzinska, M., Sander, V., & Belloum, A. (2012). Realizing the Flexible Integration of Cloud Resources into Workflows. International Transactions on Systems Science and Applications, 8, 57-69. http://siwn.org.uk/press/sai/itssa0008/itssa.0008.2012.019.pdf [details]
    • Szepieniec, T., Kocot, J., Schaaf, T., Appleton, O., Heikkurinen, M., Belloum, A. S. Z., Serrat-Fernández, J., & Metzker, M. (2012). On importance of Service Level Management in Grids. In M. Alexander, P. D' Ambra, A. Belloum, G. Bosilca, M. Cannataro, M. Danelutto, B. Di Martino, M. Gerndt, E. Jeannot, R. Namyst, J. Roman, S. L. Scott, J. Larsson Traff, G. Vallée, & J. Weidendorfer (Eds.), Euro-Par 2011: Parallel Processing Workshops: CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC: Bordeaux, France, August 29-September 2, 2011: revised selected papers (Vol. 2, pp. 64-75). (Lecture Notes in Computer Science; Vol. 7156). Springer. https://doi.org/10.1007/978-3-642-29740-3_9 [details]

    2011

    • Belloum, A., Inda, M. A., Vasunin, D., Korkhov, V., Zhao, Z., Rauwerda, H., Breit, T. M., Bubak, M., & Hertzberger, L. O. (2011). Collaborative e-Science Experiments and Scientific Workflows. IEEE Internet Computing, 15(4), 39-47. https://doi.org/10.1109/MIC.2011.87 [details]
    • Berretz, F., Skorupa, S., Sander, V., Belloum, A., & Bubak, M. (2011). Actor-driven workflow execution in distributed environments. In M. R. Guarracino, F. Vivien, J. Larsson Träff, M. Cannataro, M. Danelutto, A. Hast, F. Perla, A. Knüpfer, B. Di Martino, & M. Alexander (Eds.), Euro-Par 2010 Parallel Processing Workshops: HeteroPar, HPCC, HiBB, CoreGrid, UCHPC, HPCF, PROPER, CCPI, VHPC: Ischia, Italy, August 31-September 3 2010 : revised selected papers (pp. 287-294). (Lecture Notes in Computer Science; Vol. 6586). Springer. https://doi.org/10.1007/978-3-642-21878-1_36 [details]
    • Cushing, R., Koulouzis, S., Belloum, A. S. Z., & Bubak, M. (2011). Prediction-based auto-scaling of scientific workflows. In B. Schulze, O. Rana, & E. Madeira (Eds.), Proceedings of the 9th International Workshop on Middleware for Grids, Clouds and e-Science: MGC 2011, co-located with ACM/IFIP/USENIX 12th International Middleware Conference, December 12-16, 2011, Lisbon, Portugal (pp. 1). ACM. https://doi.org/10.1145/2089002.2089003 [details]
    • Cushing, R., Koulouzis, S., Belloum, A., & Bubak, M. (2011). Dynamic handling for cooperating scientific web services. In Proceedings 2011 IEEE Seventh International Conference on eScience: 5-8 December 2011, Stockholm, Sweden (pp. 232-239). IEEE. https://doi.org/10.1109/eScience.2011.40 [details]
    • Gerhards, M., Sander, V., Belloum, A., Vasunin, D., & Benabdelkader, A. (2011). HisT/PLIER: A two-fold Provenance Approach for Grid-enabled Scientific Workflows using WS-VLAM. In S. Jha, N. G. Felde, R. Buyya, & G. Fedak (Eds.), 2011 12th IEEE/ACM International Conference on Grid Computing : Grid 2011: proceedings : 22-23 September 2011, Lyon, France (pp. 224-225). IEEE Computer Society. https://doi.org/10.1109/Grid.2011.39 [details]
    • Gerhards, M., Sander, V., Matzerath, T., Belloum, A., Vasunin, D., & Benabdelkader, A. (2011). Provenance opportunities for WS-VLAM: An exploration of an e-Science and an e-Business approach. In WORKS'11: proceedings of the 6th Workshop on Workflows in Support of Large-Scale Science : November 14, 2011, Seattle, Washington, USA (pp. 57-66). Association for Computing Machinery. https://doi.org/10.1145/2110497.2110505 [details]
    • Gerhards, M., Skorupa, S., Sander, V., Pfeiffer, P., & Belloum, A. (2011). Towards a security framework for a WS-HumanTask processor. In CNSM 2011: conference & workshop program : 7th International Conference on Network and Service Management : October 24-28 2011, Université Paris Descartes, Paris France (pp. 484-488). International Federation for Information Processing. https://doi.org/https://dl.acm.org/doi/10.5555/2147671.2147761 [details]
    • Leguy, C. A. D., Bosboom, E. M. H., Belloum, A. S. Z., Hoeks, A. P. G., & van de Vosse, F. N. (2011). Global sensitivity analysis of a wave propagation model for arm arteries. Medical Engineering & Physics, 33(8), 1008-1016. https://doi.org/10.1016/j.medengphy.2011.04.003 [details]
    • Strijkers, R., Cushing, R., Vasyunin, D., de Laat, C., Belloum, A. S. Z., & Meijer, R. (2011). Toward executable scientific publications. Procedia Computer Science, 4, 707-715. https://doi.org/10.1016/j.procs.2011.04.074 [details]

    2010

    • Altintas, I., Anand, M. K., Crawl, D., Bowers, S., Belloum, A., Missier, P., Ludäscher, B., Goble, C. A., & Sloot, P. M. A. (2010). Understanding collaborative studies through interoperable workflow provenance. In D. L. McGuinness, J. R. Michaelis, & L. Moreau (Eds.), Provenance and Annotation of Data and Processes: third International Provenance and Annotation Workshop, IPAW 2010, Troy, NY, USA, June 15-16, 2010 : revised selected papers (pp. 42-58). (Lecture Notes in Computer Science; Vol. 6378). Springer. https://doi.org/10.1007/978-3-642-17819-1_6 [details]
    • Berretz, F., Skorupa, S., Sander, V., & Belloum, A. (2010). Towards an actor-driven workflow management system for Grids. In The 2010 International Symposium on Collaborative Technologies and Systems : CTS 2010: May 17-21, 2010, Chicago, Illinois, USA (pp. 611-616). IEEE. https://doi.org/10.1109/CTS.2010.5478458 [details]
    • Gerhards, M., Belloum, A., Berretz, F., Sander, V., & Skorupa, S. (2010). A history-tracing XML-based provenance framework for workflows. In 2010 5th Workshop on Workflows in Support of Large-Scale Science (WORKS): 14 Nov. 2010, New Orleans, LA, USA : in conjunction with SC 10 IEEE. https://doi.org/10.1109/WORKS.2010.5671873 [details]
    • Koulouzis, S., Zudilova-Seinstra, E., & Belloum, A. (2010). Data transport between visualization web services for medical image analysis. Procedia Computer Science, 1(1), 1721-1730. https://doi.org/10.1016/j.procs.2010.04.194 [details]
    • Strijkers, R. J., Toorop, W., van Hoof, A., Grosso, P., Belloum, A., Vasuining, D., de Laat, C., & Meijer, R. (2010). AMOS: Using the cloud for on-demand execution of e-Science applications. In Proceedings of the 2010 sixth IEEE International Conference on e-Science (eScience 2010) (pp. 331-338). IEEE Computer Society. https://doi.org/10.1109/eScience.2010.15 [details]
    • Strijkers, R., Cristea, M., Korkhov, V., Marchal, D., Belloum, A., de Laat, C., & Meijer, R. (2010). Network resource control for grid workflow management systems. In 2010 6th World Congress on Services: proceedings : SERVICES-1 : 5-10 July 2010, Miami, Florida, USA (pp. 318-325). IEEE Computer Society. https://doi.org/10.1109/SERVICES.2010.13 [details]

    2009

    2008

    • Inda, M. A., van Batenburg, M. F., Roos, M., Belloum, A. S. Z., Vasunin, D., Wibisono, A., van Kampen, A. H. C., & Breit, T. M. (2008). SigWin-detector: A Grid-enabled workflow for discovering enriched windows of genomic features related to DNA sequences. BMC Research Notes, 1, Article 63. https://doi.org/10.1186/1756-0500-1-63 [details]
    • Wibisono, A., Zhao, Z., Belloum, A., & Bubak, M. (2008). A framework for interactive parameter sweep applications. In M. Bubak, G. D. van Albada, J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2008: 8th International Conference, Kraków, Poland, June 23-25, 2008 : proceedings (Vol. III, pp. 481-490). (Lecture Notes in Computer Science; Vol. 5103). Springer. https://doi.org/10.1007/978-3-540-69389-5_55 [details]
    • Wibisono, A., Zhao, Z., Belloum, A., & Bubak, M. (2008). A framework for interactive parameter sweep applications. In T. Priol, L. Lefevre, & R. Buyya (Eds.), CCGRID 2008: Eighth IEEE International Symposium on Cluster Computing and the Grid : proceedings : 19-22 May, 2008, Lyon, France (pp. 703). IEEE Computer Society. https://doi.org/10.1109/CCGRID.2008.111 [details]
    • Wibisono, A., Zhao, Z., Belloum, A., & Bubak, M. (2008). Towards a Virtual Laboratory for interactive parameter sweep applications on the Grid. In M. Bubak, M. Turała, & K. Wiatr (Eds.), Cracow'07 Grid Workshop: October 15-17, 2007 Cracow, Poland: proceedings (pp. 266-271). Kraków: Academic Computer Centre CYFRONET AGH. [details]
    • Zhao, Z., Belloum, A., Bubak, M., & Hertzberger, B. (2008). Support for cooperative experiments in VL-e: from scientific workflows to knowledge sharing. In Fourth IEEE International Conference on eScience (eScience 2008) (pp. 329-330). IEEE Computer Society. https://doi.org/10.1109/eScience.2008.120 [details]

    2007

    • Guevara-Masís, V., Belloum, A., Adriaans, P., Afsarmanesh, H., & Hertzberger, L. O. (2007). An agent-based resource management for a service-oriented telecare environment. In 6th International Special Topic Conference on ITAB, 2007 (pp. 143-148). (Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ITAB.2007.4407365
    • Korkhov, V., Vasunin, D., Wibisono, A., Belloum, A. S. Z., Inda, M. A., Roos, M., & Breit, T. M. (2007). Interactive dataflow driven workflow engine for Grid enabled resources Scientific Programming. Journal of Scientific Programming, 15(3), 173-188. [details]
    • Korkhov, V., Vasyunin, D., Wibisono, A., Guevara-Masis, V., Belloum, A., De Laat, C., Adriaans, P., & Hertzberger, L. O. (2007). WS-VLAM: Towards a scalable workflow system on the Grid. In WORKS 2007 - Proceedings of the 2nd Workshop on Workflows in Support of Large-Scale Science - 16th International Symposium on High Performance Distributed Computing, HPDC 2007 (pp. 63-68). Association for Computing Machinery, Inc. https://doi.org/10.1145/1273360.1273372
    • Maheshwari, K. C., Olabarriaga, S. D., Botha, C. P., Snel, J. G., Alkemade, J., & Belloum, A. (2007). Problem solving environment for medical image analysis. In Proceedings - Twentieth IEEE International Symposium on Computer-Based Medical Systems, CBMS'07 (pp. 165-170). IEEE. https://doi.org/10.1109/CBMS.2007.87
    • Wibisono, A., Vasyunin, D., Korkhov, V., Zhao, Z., Belloum, A., de Laat, C., Adriaans, P., & Hertzberger, B. (2007). WS-VLAM: A GT4 based workflow management system. In Y. Shi, G. D. van Albada, J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2007: 7th International Conference, Beijing, China, May 27 - 30, 2007 : proceedings (Vol. III, pp. 191-198). (Lecture Notes in Computer Science; Vol. 4489). Springer. https://doi.org/10.1007/978-3-540-72588-6_34 [details]
    • Zhao, Z., Belloum, A. S. Z., de Laat, C. T. A. M., Adriaans, P. W., & Hertzberger, B. (2007). Using Jade agent framework to prototype an e-Science workflow bus. In Seventh IEEE International Symposium on Cluster Computing and the Grid, CCGrid 2007 (pp. 655-660) http://www.scopus.com/scopus/inward/record.url?eid=2-s2.0-34548363974&partnerID=40&rel=R7.0.0 [details]
    • Zhao, Z., Belloum, A., de Laat, C., Adriaans, P., & Hertzberger, B. (2007). Distributed execution of aggregated multi domain workflows using an agent framework. In L. J. Zhang, T. J. Watson, J. Yang, & P. C. K. Hung (Eds.), Proceedings of the 2007 IEEE Congress on Services (SERVICES 2007) (pp. 183-190). IEEE Computer Society. https://doi.org/10.1109/SERVICES.2007.30 [details]

    2006

    • Guevara Masis, V. J., Krommydas, K., Belloum, A. S. Z., & Hertzberger, L. O. (2006). Semantic workflow discovery in VL-e. In Proceedings of the Workshop on Grid Technologies for Knowledge-based Industries and Businesses Helsinki, Finland. [details]
    • Guevara Masis, V. J., Yakali, H. H., Belloum, A. S. Z., de Laat, C. T. A. M., & Hertzberger, L. O. (2006). Improving automatic data structure generation for e-science applications. In Proceedings of the Second International Conference on Collaborative Computing: Networking, Applications and Worksharing (Vol. 06). IEEE Computer Society Press. [details]
    • Inda, M. A., Belloum, A. S. Z., Roos, M., Vasunin, D., de Laat, C., Hertzberger, L. O., & Breit, T. M. (2006). Interactive Workflows in a Virtual Laboratory for e-Bioscience: The SigWin-Detector Tool for Gene Expression Analysis. In E-Science 2006 : Second IEEE International Conference on e-Science and Grid Computing: 4-6 December 2006, Amsterdam, Netherlands Article 19 IEEE Computer Society. https://doi.org/10.1109/E-SCIENCE.2006.261103 [details]
    • Olabarriaga, S. D., de Boer, P. T., Maheshwari, K., Belloum, A., Snel, J. G., Nederveen, A. J., & Bouwhuis, M. (2006). Virtual Lab for fMRI: Bridging the Usability Gap. In E-Science 2006 : Second IEEE International Conference on e-Science and Grid Computing: 4-6 December 2006, Amsterdam, Netherlands Article 53 IEEE Computer Society. https://doi.org/10.1109/E-SCIENCE.2006.152 [details]
    • Zhao, Z., Booms, S., Belloum, A. S. Z., de Laat, C. T. A. M., & Hertzberger, L. O. (2006). VLE-WFBus: a scientific workflow bus for multi e-Science domains. In Proceedings of the 2nd IEEE International conference on e-Science and Grid computing (pp. 11-19). IEEE Computer Society Press. https://doi.org/10.1109/E-SCIENCE.2006.154 [details]

    2005

    • Korkhov, V., Belloum, A. S. Z., & Hertzberger, L. O. (2005). Evaluating Meta-scheduling Algorithms in VLAM-G environment. In ASCI 2004 conference proceedings [details]
    • Zhao, Z., Belloum, A. S. Z., Sloot, P. M. A., & Hertzberger, L. O. (2005). Agent Technology and Generic Workflow Management in an e-Science Environment. Lecture Notes in Computer Science, 3795, 480-485. [details]
    • Zhao, Z., Belloum, A. S. Z., Sloot, P. M. A., & Hertzberger, L. O. (2005). Agent technology and scientific workflow management in an e-Science environment. In Proceedings of the 17th IEEE International conference on Tools with Artificial Intelligence (pp. 19-23). Hongkong: IEEE Computer Society Press. [details]
    • Zhao, Z., Belloum, A. S. Z., Wibisono, A., Terpstra, F., Boer, P. T., Sloot, P. M. A., & Hertzberger, L. O. (2005). Scientific workflow management: between generality and applicability. In Proceedings of the International Workshop on Grid and Peer-to-Peer based Workflows in conjunction with the 5th International Conference on Quality Software Melbourne: IEEE Computer Society Press. [details]
    • Zhao, Z., Belloum, A. S. Z., Yakali, H. H., & Sloot, P. M. A. (2005). Dynamic Workflow in a Grid Enabled Problem Solving Environment. In Proceedings of the 5th International Conference on Computer and Information Technology (pp. 339-345). Shanghai: IEEE Computer Society Press. [details]
    • de Ridder, A., Belloum, A. S. Z., & Hertzberger, L. O. (2005). Grid service based collaboration for VL-e: Requirements, analysis and design. In Advances in Grid Computing - EGC 2005: European Grid Conference, Amsterdam, The Netherlands, February 14-16, 2005 : revised selected papers (pp. 154-163). Springer. https://doi.org/10.1007/11508380_17

    2004

    • Korkhov, V., Belloum, A. S. Z., & Hertzberger, L. O. (2004). VL-e: Approach to design a Grid-based Virtual Laboratory. In Proceedings of the 5th Austrian-Hungarian Workshop on Distributed and Parallel Systems Budapest. [details]

    2003

    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., Hertzberger, L. O., Korkhov, V., de Laat, C. T. A. M., & Vasunin, D. (2003). VLAM-G: A Grid-Based Virtual Laboratory. Future Generation Computer Systems, 19, 209-217. https://doi.org/10.1016/S0167-739X(02)00147-4 [details]
    • Hendrikse, Z. W., Belloum, A. S. Z., Jonkergouw, P., Eijkel, G. B., Hertzberger, L. O., Korkhov, V., de Laat, C. T. A. M., & Vasunin, D. (2003). Evaluating the VLAM-G toolkit on the DAS-2. Future Generation Computer Systems, 19(6), 814-824. [details]

    2002

    • Afsarmanesh, H., Belleman, R. G., Belloum, A. S. Z., Benabdelkader, A., van den Brand, J. F. J., Eijkel, G. B., Frenkel, A., Garita, C., Groep, D. L., Heeren, R. M. A., Hendrikse, Z. W., Hertzberger, L. O., Kaandorp, J. A., Kaletas, E. C., Korkhov, V., de Laat, C. T. A. M., Sloot, P. M. A., Vasunin, D., Visser, A., & Yakali, H. H. (2002). VLAM-G: A Grid-based virtual laboratory. Scientific Programming, 10(2), 173-181. [details]
    • Belloum, A. S. Z., & Hertzberger, L. O. (2002). Concurrent Evaluation of Web Cache Replacement and Coherence Strategies. Simulation, 78(1), 28-35. https://doi.org/10.1177/0037549702078001199 [details]
    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., Hertzberger, L. O., Korkhov, V., de Laat, C. T. A. M., & Vasunin, D. (2002). A Grid-Based Virtual Laboratory. In TERENA Networking Conference 2002 Proceedings [details]
    • Belloum, A. S. Z., Kaletas, E. C., van Halderen, A. W., Afsarmanesh, H., Hertzberger, L. O., & Peddemors, A. J. H. (2002). A Scalable Web Server Architecture. World Wide Web - Internet and Web Information Systems, 5(1), 5-23. https://doi.org/10.1023/A:1015723705980 [details]

    2001

    • Belloum, A. S. Z., Hendrikse, Z. W., Groep, D. L., Kaletas, E. C., Afsarmanesh, H., & Hertzberger, L. O. (2001). The Vlam-G abstract machine: a data and process handling system on the Grid. In Proceedings of the International Conference on High Performance Computing and Networking (HPCN) (pp. 81-93) [details]
    • Belloum, A., Hertzberger, L. O., & Muller, H. (2001). Scalable Federation of Web Cache Servers. World Wide Web, 4(4), 255-275. https://doi.org/10.1023/A:1015181701674

    2000

    • Bal, H., Bhoedjang, R., Hofman, R., Jacobs, C., Kielmann, T., Maassen, J., van Nieuwpoort, R., Romein, J., Renambot, L., Rühl, T., Veldema, R., Verstoep, K., Baggio, A., Ballintijn, G., Kuz, I., Pierre, G., van Steen, M., Tanenbaum, A., Doornbos, G., ... van der Steen, A. (2000). The Distributed ASCI supercomputer project. Operating Systems Review, 34(4), 76-96. https://doi.org/10.1145/506106.506115 [details]
    • Belloum, A. S. Z., & Hertzberger, L. O. (2000). Maintaining Document Coherency in a www Environment. Information Research, 6(1). [details]
    • Belloum, A., & Hertzberger, B. (2000). Maintaining Web cache coherency. Information Research, 6(1), Article 91. http://informationr.net/ir/6-1/paper91.html

    1998

    • Belloum, A. S. Z., & Hertzberger, L. O. (1998). Replacement strategies dedicated to web caching. In In proc. of the ISIC/CIRA/ISAS '98 (pp. 577-584) [details]
    • Belloum, A. S. Z., Peddemors, A. J. H., & Hertzberger, L. O. (1998). JERA: Ascalable Web Server. In In proc. of the PDDA '98 (pp. 576-581) [details]
    • Belloum, A., & Hertzberger, L. O. (1998). Dealing with one-timer-documents in web caching. In Proceedings - 24th EUROMICRO Conference, EURMIC 1998 (Vol. 2, pp. 544-550). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/EURMIC.1998.708069 [details]

    1997

    • Hou, K. M., Belloum, A., Yao, E., Méribout, M., Trihandoyo, A., Li, K., Park, Y. H., & Mayorquim, J. L. (1997). Perception sensor for a mobile robot. Real-Time Imaging, 3(5), 379-390. https://doi.org/10.1006/rtim.1996.0072

    1995

    • Trihandoyo, A., Belloum, A., & Hou, K. M. (1995). A real-time speech recognition architecture for a multi-channel interactive voice response system. In Proceedings of the 1995 20th International Conference on Acoustics, Speech, and Signal Processing (Vol. 2, pp. 2687-2690). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.1995.480115

    1993

    • Hou, K. M., Belloum, A., Yao, E., Tu, X. W., Shawky, M., Méribout, M., Mayorquim, J. L., Trihandoyo, A., & Jardin, B. (1993). A reconfigurable and flexible parallel 3D vision system for a mobile robot. In L. S. Davis, M. A. Bayoumi, & K. P. Valavanis (Eds.), Proceedings - 1993 Computer Architectures for Machine Perception, CAMP 1993 (pp. 215-221). Article 622475 Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CAMP.1993.622475

    2018

    • Branowski, M., & Belloum, A. (2018). Cookery: A Framework for creating data processing pipeline using online services. In IEEE 14th International Conference on eScience: proceedings : 29 October-1 November 2018, Amsterdam, the Netherlands (pp. 368-369). IEEE Computer Society. https://doi.org/10.1109/eScience.2018.00102 [details]

    2015

    • Belloum, A., & Smari, W. W. (2015). HPCS 2015 Program Message. In W. W. Smari (Ed.), Proceedings of the 2015 International Conference on High Performance Computing & Simulation (HPCS 2015): July 20-24, 2015, Amsterdam, the Netherlands IEEE. https://doi.org/10.1109/HPCSim.2015.7237006 [details]

    2013

    • Belloum, A. S. Z., Cushing, R., Koulouzis, S., Korkhov, V., Vasunin, D., Guevara-Masis, V., Zhao, Z., & Bubak, M. (2013). Support for Cooperative Experiments in e-Science: From Scientific Workflows to Knowledge Sharing. In I. Roterman-Konieczna (Ed.), Identification of ligand binding site and protein-protein interaction area (pp. 135-159). (Focus on structural biology; Vol. 8). Springer. https://doi.org/10.1007/978-94-007-5285-6_7 [details]

    2008

    • Belloum, A., Zhao, Z., & Bubak, M. (2008). International Workshop on Applications of Workflows in Computational Science (AWCS 08). In M. Bubak, G. D. van Albada, J. Dongarra, & P. M. A. Sloot (Eds.), Computational Science – ICCS 2008: 8th International Conference, Kraków, Poland, June 23-25, 2008 : proceedings (Vol. III, pp. 459-462). (Lecture Notes in Computer Science; Vol. 5103). Springer. https://doi.org/10.1007/978-3-540-69389-5_52 [details]

    2006

    2005

    • Hertzberger, L. O., Belleman, R. G., Jansen, M. G., Zhao, Z., van Hooft, P., Belloum, A. S. Z., ... Bouwhuis, M. C. (2005). Recommendation to VLeIT: Scientific workflow management systems for the PoC r1. Amsterdam: Informatics Institute. [details]

    2001

    • Belloum, A. S. Z. (2001). The virtual lab-am collaborative system. (VL Report Uva/VLAM-G-AM; No. TN02). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., & Groep, D. L. (2001). The virtual lab-am requirements. (VL Report Uva/VLAM-G-AM; No. TN00). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., & Garita Rodriguez, C. O. (2001). The virtual lab data-grid handling system. (VL Report Uva/VLAM-G-AM; No. TN04). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., & Kaletas, E. C. (2001). The virtual lab-am front-end. (Vl Report Uva/VLAM-G-AM; No. TN03). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., & Kaletas, E. C. (2001). The virutal lab-am rts. (Vl Report Uva/VLAM-G-AM; No. TN01). Amsterdam: Informatics Institute. [details]

    2000

    • Belloum, A. S. Z. (2000). The Virtual Lab-AM Collaborative System. (VL Report UVA/VLAM-G-AM; No. TN02). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., & Groep, D. L. (2000). The Virtual Lab-AM Requirements. (VL Report UVA/VLAM-G-AM; No. TN00). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., & Garita Rodriguez, C. O. (2000). The Virual Lab Data-Grid Handling System. (VL Report Uva/VLAM-G-AM; No. TN-04). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., & Kaletas, E. C. (2000). The Virtual Lab-AM Front-End. (VL Report Uva/VLAM-G-AM; No. TN03). Amsterdam: Informatics Institute. [details]
    • Belloum, A. S. Z., Groep, D. L., Hendrikse, Z. W., & Kaletas, E. C. (2000). The Virtual Lab-AM RTS. (VL Report UVA/VLAM-G-AM; No. TN01). Amsterdam: Informatics Institute. [details]
    • Kaletas, E. C., Hendrikse, Z. W., Groep, D. L., & Belloum, A. S. Z. (2000). VLAMAM Kernel DB: Database Model. (VL Report Uva/VLAM-G-AM; No. TN07). Amsterdam: Informatics Institute. [details]
    • van Halderen, A. W., Belloum, A. S. Z., Pimentel, A. D., & Hertzberger, L. O. (2000). On Hybrid Abstraction-level Models in Architecture Simulation. In Proceedings of the Progress Workshop on Embedded Systems (pp. 29-36). [details]

    1999

    • Belloum, A. S. Z., & Hertzberger, L. O. (1999). Maintaining document coherency in a www environment. JERA Report JERA-TN12. Amsterdam: WINS (oud WINS). [details]
    • Belloum, A. S. Z., & Hertzberger, L. O. (1999). The impact of the cache size on the document replacement strategy. JERA Report JERA-TN11. Amsterdam: WINS (oud WINS). [details]
    • Belloum, A. S. Z., Kaletas, E. C., & Hertzberger, L. O. (1999). The jera final report. JERA Report JERA-TN13. Amsterdam: WINS (oud WINS). [details]
    • Belloum, A. S. Z., Muller, H., & Hertzberger, L. O. (1999). A scalable federation of web caches. JERA Report JERA-TN14. Amsterdam: WINS (oud WINS). [details]

    2012

    • Koulouzis, S., Cushing, R., Karasavvas, K. A., Belloum, A., & Bubak, M. (2012). Enabling web services to consume and produce large datasets. IEEE Internet Computing, 16(1), 52-60. https://doi.org/10.1109/MIC.2011.138 [details]

    2009

    • Belloum, A. S. Z. (2009). A grid-enabled workflow management system for e-Science. issue 147: iSGTW international science Grid This Week. http://www.isgtw.org/?pid=1001961

    2012

    • Koulouzis, S., Cushing, R. S., Belloum, A. S. Z., & Bubak, M. T. (2012). Cloud Federation for Sharing Scientific Data. Poster session presented at eScience, .

    2008

    • Koulouzis, S., Meij, E. J., Marshall, M. S., & Belloum, A. S. Z. (2008). Enabling Data Transport between Web Services through alternative protocols and Streaming. 400-401. Poster session presented at eScience, .

    Journal editor

    • Belloum, A. (programme committee chair) (2015). HPCS (Event), Amsterdam.
    • Belloum, A. (editor) (2014-2017). Future Generation Computer Systems (Journal).
    • Belloum, A. (member of editorial board) (2009-2014). Future Generation Computer Systems (Journal).
    • Belloum, A. S. Z. (editor), Deelman, E. (editor) & Zhao, Z. (editor) (2006). Journal of Scientific Programming (Journal).

    Talk / presentation

    • Belloum, A. (invited speaker) (22-5-2017). Introduction to Spark ML",, University of Perugia, Italy. https://aszbelloum.wixsite.com/aszbelloum/presentations
    • Belloum, A. (keynote speaker) (24-10-2016). Defining curriculum for data science, Cracow Grid Workshop, Krakow.
    • Belloum, A. (invited speaker) (20-9-2016). Training Data Scientists for Industry,, Enterprise Cloud Computing and DevOps , Amsterdam. http://www.whitehallmedia.co.uk/eccdeurope
    • Belloum, A. (invited speaker) (12-9-2013). WS-VLAM Workflow Management System and its Applications, NLeSC, Netherlands eScience Center, Amsterdam, The Netherlands.
    • Belloum, A. (invited speaker) (17-9-2012). WS-VLAM workflow management System, EGI Technical Forum, , Prague .
    • Belloum, A. (invited speaker) (2-7-2012). Scientific workflow management a way to enable e-science on both Grids and Clouds,, SHIWA summer school , Budapest.
    • Belloum, A. (invited speaker) (9-2-2012). Why a curriculum in eScience, SURF research day, Utrecht, The Netherlands.
    • Belloum, A. (invited speaker) (19-9-2011). an Approach to virtual –Laboratory for e-Science, EGI Technical Forum , Lyon.
    • Belloum, A. (keynote speaker) (11-3-2011). an Approach to virtual –Laboratory for e-Science, the conference of the high Performance Computers Users , Zakopane.
    • Belloum, A. (speaker) (2007). Grid computing,, Nikhef and the University of Amsterdam.
    • Belloum, A. (invited speaker) (2007). Dynamic workflow, ICT Delta, Utrecht.
    • Belloum, A. (speaker) (2002). VLAM-G: A Grid-based system (Project Outcome), Nederlands ICT-Kenniscongres, Den Haag.
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