Skip to main content

Advertisement

SpringerLink
Log in

Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach

  • Published:
Journal of Grid Computing Aims and scope Submit manuscript

Abstract

Currently, there is a proliferation of technological tools with a Science Gateway approach. For IT administrators manage these kinds of tools is not a trivial activity, although there is a significant volume of related studies. This situation represents a latent challenge to IT administrators in TERS (Technology Ecosystem for Research Support). This paper analyzes and classifies studies related to IT resources and services management applicable to this type of technology ecosystem. Methodologically we used an adaptation of guidelines aimed at the construction of a SMS (Systematic Mapping Study). Additionally, we performed an analysis of the papers to recognize inferences and trends in them, which allowed us to claim that cloud computing technology plays a predominant role. We consider it good practice for implementations that support research processes. In this sense, we recommend to those interested in this topic to prioritize cloud technologies to achieve an adequate management of the set of IT resources and services used to support Science Gateway environments.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Stewart, CA, Pepin, J, Odegard, J, Hauser, T, Fratkin, S, Almes, G, Ahalt, S, Agarwala, V, Dreher, P: Developing a coherent cyberinfrastructure from local campuses to national facilities: Challenges and strategies. EDUCAUSE (2009)

  2. Stewart, C.A., Knepper, R., Link, M.R., Pierce, M., Wernert, E., Wilkins-Diehr, N.: Cyberinfrastructure, cloud computing, science gateways, visualization, and cyberinfrastructure ease of use. In: Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics, pp 157–170 (2019)

  3. Stewart, C.A., Simms, S., Plale, B., Link, M., Hancock, D.Y., Fox, G.C.: What is cyberinfrastructure. Published (2010)

  4. Mayernik, M.S, Hart, D.L, Maull, K.E, Weber, N.M: Assessing and tracing the outcomes and impact of research infrastructures. J. Assoc. Inf. Sci. Technol. 68(6), 1341–1359 (2017)

    Article  Google Scholar 

  5. Barker, M., Olabarriaga, S.D., Wilkins-Diehr, N., Gesing, S., Katz, D.S., Shahand, S., Henwood, S., Glatard, T., Jeffery, K., Corrie, B., Treloar, A.: The global impact of science gateways, virtual research environments and virtual laboratories. Futur. Gener. Comput. Syst. 95, 240–248 (2019)

    Article  Google Scholar 

  6. Shahand, S.: Science gateways for biomedical big data analysis. Universiteit van Amsterdam [Host] (2015)

  7. Gesing, S., Lawrence, K., Dahan, M., Pierce, M.E., Wilkins-Diehr, N., Zentner, M.: Science gateways: Sustainability via on-campus teams. Future Gener. Comput. Syst. (2019)

  8. Afgan, E., Lonie, A., Taylor, J., Skala, K., Goonasekera, N.: Architectural models for deploying and running virtual laboratories in the cloud. In: 2016 39th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO), pp. 282–286 (2016)

  9. Gesing, S., Wilkins-Diehr, N., Dahan, M., Lawrence, K., Zentner, M., Pierce, M., Hayden, L., Marru, S.: Science gateways: the long road to the birth of an institute. In: Proceedings of the 50th Hawaii International Conference on System Sciences (2017)

  10. Marco, A.S., Netto, R., Calheiros, N., Rodrigues, E.R., Buyya, R.: Hpc cloud for scientific and business applications: Taxonomy, vision, and research challenges. ACM Comput. Surv. 51(1), 8 (2018)

    Google Scholar 

  11. García, Á.L., Fernández-del-Castillo, E., Fernandez, P.O., Plasencia, I.C., de Lucas, J.M.: Resource provisioning in science clouds :Requirements and challenges. Softw. Pract. Exper. 48(3), 486–498 (2018)

    Article  Google Scholar 

  12. Dooley, R., Herres-Pawlis, S., Gesing, S., Pierce, M., Krüger, J., Hoffmann, A., Grunzke, R.: Gathering requirements for advancing simulations in hpc infrastructures via science gateways. Futur. Gener. Comput. Syst. 82, 544–554 (2018)

    Article  Google Scholar 

  13. Jeffery, K., Martin, P., Zhao, Z., Theodoridou, M., Remy, L.: Mapping heterogeneous research infrastructure metadata into a unified catalogue for use in a generic virtual research environment. Futur. Gener. Comput. Syst. 101, 1–13 (2019)

    Article  Google Scholar 

  14. Kitchenham, B., Pretorius, R., Budgen, D., Pearl Brereton, O, Turner, M., Niazi, M., Linkman, S.: Systematic literature reviews in software engineering–a tertiary study. Inf. Softw. Technol. 52(8), 792–805 (2010)

    Article  Google Scholar 

  15. Budgen, D., Turner, M., Brereton, P., Kitchenham, B.: Using Mapping Studies in Software Engineering, vol. 2. Citeseer, Princeton (2008)

    Google Scholar 

  16. Mourão, E., Kalinowski, M., Murta, L., Mendes, E., Wohlin, C.: Investigating the use of a hybrid search strategy for systematic reviews. In: 2017 ACM/IEEE International Symposium on Empirical Software Engineering and Measurement (ESEM), pp. 193–198. IEEE (2017)

  17. Nguyen, P.H, Kramer, M., Klein, J., Traon, Y.L.: An extensive systematic review on the model-driven development of secure systems. Inf. Softw. Technol. 68, 62–81 (2015)

    Article  Google Scholar 

  18. Ali, A.Q., Sultan, A.B.M., Ghani, A.A.A., Zulzalil, H.: A systematic mapping study on the customization solutions of software as a service applications. IEEE Access 7, 88196–88217 (2019)

    Article  Google Scholar 

  19. Candela-Uribe, C.A., Sepúlveda-Rodríguez, L.E., Chavarro-Porras, J.C., Sanabria-Ordoñez, J.A., Garrido, J.L., Rodríguez-Domínguez, C., Guerrero-Contreras, G.: Sms-builder project. Available as https://github.com/grid-uq/sms-builder Accessed: 2021-08-06 (2020)

  20. Basili, V.R.: Software modeling and measurement: the goal/question/metric paradigm. Report, Institute for Advanced Computer Studies, Department of Computer Science University of Maryland (1992)

  21. Caldiera, V.R.B.G., Rombach, H.D.: The goal question metric approach. In: Encyclopedia of Software Engineering, pp 528–532 (1994)

  22. Ian, G: Needleman. A guide to systematic reviews. J. Clin. Periodontol. 29, 6–9 (2002)

    Article  Google Scholar 

  23. Petticrew, M., Roberts, H.: Systematic reviews in the social sciences: A practical guide. Wiley, Hoboken (2008)

    Google Scholar 

  24. Cambridge D. W.: Cambridge dictionary. Available as https://dictionary.cambridge.org/es/diccionario/ingles/taxonomy Accessed: 2021-08-06 (2021)

  25. Almanasreh, E., Moles, R., Chen, T.F: Evaluation of methods used for estimating content validity. Res. Soc. Adm. Pharm. 15(2), 214–221 (2019)

    Article  Google Scholar 

  26. Yaghmaei, F.: Content validity and its estimation. J. Med. Educ. (2003)

  27. Jalali, Samireh , Wohlin, C.: Systematic literature studies: database searches vs. backward snowballing. Published (2012)

  28. Goodman, L.A.: Snowball sampling. Ann. Math. Statist. 32(1), 148–170 (1961)

    Article  MathSciNet  MATH  Google Scholar 

  29. Wohlin, C.: Guidelines for snowballing in systematic literature studies and a replication in software engineering (2014)

  30. Petersen, K., Feldt, R., Mujtaba, S., Mattsson, M.: Systematic mapping studies in software engineering. In: Ease, vol. 8, pp. 68–77 (2008)

  31. Tassé, A.M., Bovenberg, J.A., Knoppers, B.M., Kaye, J., Bell, J., Moraia, L.B., Mitchell, C.: Access governance for biobanks: The case of the bioshare-eu cohorts. Biopreserv. Biobank. 14(3), 201–6 (2016)

    Article  Google Scholar 

  32. Budai, T., Kuczmann, M.: Towards a modern, integrated virtual laboratory system. Acta Polytechnica Hungarica 15(3), 191–204 (2018)

    Google Scholar 

  33. Habich, D., Markwardt, U., Grunzke, R., Garcke, J., Schollbach, D., Aguilera, A., Luong, J.: Advancing a gateway infrastructure for wind turbine data analysis. J. Grid Comput. 14(4), 499–514 (2016)

    Article  Google Scholar 

  34. Galante, G., De Bona, L.C.E., Mury, A.R., Schulze, B., da Rosa Righi, R.: An analysis of public clouds elasticity in the execution of scientific applications: a survey. J. Grid Comput. 14(2), 193–216 (2016)

    Article  Google Scholar 

  35. Binding, C., Richards, J., Nurra, F., Wright, H., Papatheodorou, C., Vlachidis, A., Scopigno, R., Niccolucci, F., Meghini, C., Doerr, M., Cuy, S., Geser, G., Felicetti, A., Theodoridou, M., Hollander, H., Gavrilis, D., Tudhope, D., Fanini, B., Fihn, J., Ronzino, Paola : Ariadne: A research infrastructure for archaeology. J. Comput. Cultural Heritage 10(3), 1–27 (2017)

    Article  Google Scholar 

  36. Romaniuk: R.S.: Aries - development of accelerator technology in europe 2017-2020: Global and local consequences. Int. J. Electron. Telecommun. 63(1), 109–117 (2017)

    Article  Google Scholar 

  37. Mayernik, M.S, Hart, D.L, Maull, K.E, Weber, N.M: Assessing and tracing the outcomes and impact of research infrastructures. J. Assoc. Inform. Sci. Technol. 68(6), 1341–1359 (2017)

    Article  Google Scholar 

  38. Greenwood, P., Voorsluys, W., Sarwar, M., Jayaputera, G.T., Pursultani, H., Nogoorani, G., Marques, D.M., Galang, G., Morandini, L., Bromage, A., Bayliss, C., Sinnott, R.O., Widjaja, I.: The australian data-driven urban research platform: Systems paper. Aust. Econ. Rev. 49(2), 208–223 (2016)

    Article  Google Scholar 

  39. Uhlir, P.F., Ji, L., Manset, D., Michener, W.K., Daniel Kissling, W., Hardisty, A.R., Hobern, D., Giovanni, R.D., Schigel, D., Koureas, D., Canhos, D.A.L., Los, W., Hugo, W., Poelen, J., Agosti, D., Bowser, A., Saarenmaa, H., Egloff, W., García, E. A., Manuel, J., Bastin, L., Figueira, R., Buttigieg, P.L., Groom, Q., Guralnick, R.P., Belbin, L.: The bari manifesto: An interoperability framework for essential biodiversity variables. Ecol. Inf. 49, 22–31 (2019)

    Article  Google Scholar 

  40. Bowen, B.P., Rübel, O.: Bastet: Shareable and reproducible analysis and visualization of mass spectrometry imaging data via openmsi. IEEE Trans. Vis. Comput. Graph. 24(1), 1025–1035 (2018)

    Article  Google Scholar 

  41. Beuschlein, F., Gloeckner, S., Effendy, J., Eisenhofer, G., Sinnott, R.O., Stell, A.: Beyond a disease registry: An integrated virtual environment for adrenal cancer research. J. Grid Comput. 14(4), 515–532 (2016)

    Article  Google Scholar 

  42. Blanquer, I., Anders, N.S., John, J.E., Sousa-Baena, M.S., Brasileiro, F.V., Nuzzo, A., Caballer, M., Fiore, S., Seijmonsbergen, A.C., de O. Galvao, C., Nassisi, P., Canhos, V.P., Aloisio, G., Rufino, I.A.A., Elia, D.: Bioclimate: A science gateway for climate change and biodiversity research in the eubrazilcloudconnect project. Futur. Gener. Comput. Syst. 94, 895–909 (2019)

    Article  Google Scholar 

  43. Ocaña, Kary ACS, Galheigo, M., Osthoff, C., Gadelha, L.M.R. Jr. , Porto, F., Gomes, A.T.A., Oliveira, Daniel de, Vasconcelos, Ana Tereza : Bioinfoportal: A scientific gateway for integrating bioinformatics applications on the brazilian national high-performance computing network. Futur. Gener. Comput. Syst. 107, 192–214 (2020)

    Article  Google Scholar 

  44. Velásquez-Tibatá, J., González, I., Gutiérrez, C., Olaya-Rodríguez, M.H., López-Lozano, D., Londoño-Murcia, M.C.: Biomodelos: A collaborative online system to map species distributions. PLoS ONE 14(3), e0214522 (2019)

    Article  Google Scholar 

  45. Birney, E., Apweiler, R., Vamathevan, J.: Biomolecular data resources: Bioinformatics infrastructure for biomedical data science. Ann. Rev. Biomed. Data Sci. 2(1), 199–222 (2019)

    Article  Google Scholar 

  46. Anderson, D.P.: Boinc: A platform for volunteer computing. J. Grid Comput. 18(1), 99–122 (2019)

    Article  Google Scholar 

  47. Glatard, T., Kiar, G., Aumentado-Armstrong, T., Beck, N., Bellec, P., Bernard, R., Bonnet, A., Camarasu-Pop, S., Cervenansky, F., Das, S.: Boutiques: a flexible framework for automated application integration in computing platforms. arXiv:1711.09713 (2017)

  48. Krieger, M.T., Torreno, O., Trelles, O., Kranzlmüller, D.: Building an open source cloud environment with auto-scaling resources for executing bioinformatics and biomedical workflows. Futur. Gener. Comput. Syst. 67, 329–340 (2017)

    Article  Google Scholar 

  49. Shabanov, B.M., Samovarov, O.I.: Building the software-defined data center. Program. Comput. Softw. 45(8), 458–466 (2020)

    Article  Google Scholar 

  50. Van Craenenbroeck, E., Goethals, S., Van Laer, L., Goovaerts, I., Huizing, M., Verstraeten, A., Laga, S., van de Beek, G., Luyckx, I., Rodrigus, I., Smits, E., Loeys, B., Schepers, D., Meester, J., Saenen, J., De Wilde, A., Jorens, P., Hendriks, J., Maaike, A.: Cardiogeneticsbank@uza: A collection of dna, tissues, and cell lines as a translational tool. Front. Med. 6, 198 (2019)

    Article  Google Scholar 

  51. Cho, B., Kim, K.J., Chung, J.W.: Cbr-based network performance management with multi-agent approach. Clust. Comput. 20(1), 757–767 (2017)

    Article  Google Scholar 

  52. Ravimaran, S., Ravindhren, V.G.: Ccma—cloud critical metric assessment framework for scientific computing. Clust. Comput. 22(S5), 11307–11317 (2017)

    Google Scholar 

  53. Tremouilhac, P., Bräse, S., Kotov, S., Yu, C.H., Lütjohann, D.S., Hübsch, F., An, N., Jung, N.: Chemotion eln: An open source electronic lab notebook for chemists in academia. J. Cheminform. 9(1), 54 (2017)

    Article  Google Scholar 

  54. Kramer, B., Libhaber, E.: Closing the barrier between disease and health outcomes in africa through research and capacity development. Global Health Action 11(1), 1425597 (2018)

    Article  Google Scholar 

  55. Abdekhoda, M., Asadi, Z., Nadrian, H.: Cloud computing services adoption among higher education faculties: development of a standardized questionnaire. Educ. Inf. Technol. 25(1), 175–191 (2019)

    Google Scholar 

  56. DesLauriers, J., Terstyanszky, G., Pierantoni, G., Taylor, S.J.E., Anagnostou, A., Kovacs, J., Gesmier, G., Oun, O.A., Kiss, T.: A cloud-agnostic queuing system to support the implementation of deadline-based application execution policies. Futur. Gener. Comput. Syst. 101, 99–111 (2019)

    Article  Google Scholar 

  57. Jabal, A.A., Bertino, E.: A comprehensive query language for provenance information. Int. J. Coop. Inf. Syst. 27(03) (2018)

  58. Kiraz, Alper , Eski, H., Kubat, C., Erdem, M.B., Çiftçi, Ö.: A conceptual framework for cloud-based integration of virtual laboratories as a multi-agent system approach. Comput. Ind. Eng. 102, 452–457 (2016)

    Article  Google Scholar 

  59. Noesgaard, D., Baptiste, B., Rodrigues, A., Sheffield, C.A., Hahn, A., van Huis, E., Schigel, D., Hobern, D., Kim, E.S., Price, M., Naicker, I., Wieczorek, J., Guralnick, R., McGeoch, M., Navarro, L., Copas, K.: Connecting data and expertise: A new alliance for biodiversity knowledge. Biodivers. Data J. 7, e33679 (2019)

    Article  Google Scholar 

  60. Paine, D., Lee, C.P.: Coordinative entities: Forms of organizing in data intensive science. Comput. Support. Coop. Work (2020)

  61. Willmes, C., Lopez, S.E., Bareth, G., Viehberg, F.: Crc806-kb: A semantic mediawiki based collaborative knowledge base for an interdisciplinary research project. Data 3(4) (2018)

  62. Giannotti, F., Rapisarda, B., Grossi, V., Pedreschi, D.: Data science at sobigdata: the european research infrastructure for social mining and big data analytics. Int. J. Data Sci. Anal. 6(3), 205–216 (2018)

    Article  Google Scholar 

  63. HewaNadungodage, C., Catlin, A.C., Bejarano, A., Clark, S., Wickramaarachchi, G., Fernando, S., Desigavinayagam, P.: The deeds platform: Support for integrated data and computing across the research lifecycle. Future Gener. Comput. Syst. (2019)

  64. Neto, A.F., da Costa, L.N., Carnero, A, Gschwend, J., Ogando, R.L.C., Sobreira, F., Maia, M.A.G., Santiago, B.X, Rosenfeld, R., Singulani, C.: Des science portal: Creating science-ready catalogs. Astron. Comput. 24, 52–69 (2018)

    Article  Google Scholar 

  65. Mikkelsen, B.E., Zimmermann, K., Raats, M.M., Poppe, K.J., Finglas, P., Geelen, A., van’t Veer, P., Bogaardt, M.J.: Designing a research infrastructure on dietary intake and its determinants. Nutr. Bull. 43(3), 301–309 (2018)

    Article  Google Scholar 

  66. Riechert, M., Biesenbender, S., Quix, C.: Developing and standardising definitions for research information: Framework and methods of successful process documentation. Procedia Comput. Sci. 106, 260–267 (2017)

    Article  Google Scholar 

  67. Llerandi, D., Miale-Mayer, D., Quintanilla, H., Diamonte, C., Halton, E.: Developing infrastructure: Managing patients with cancer undergoing car t-cell therapy. Clin. J. Oncol. Nurs. 21(2 Suppl), 35–40 (2017)

    Google Scholar 

  68. Kaltenbrunner, W.: Digital infrastructure for the humanities in europe and the us :Governing scholarship through coordinated tool development. Comput. Support. Coop. Work 26(3), 275–308 (2017)

    Article  Google Scholar 

  69. González-Amarillo, Á.M., Ballesteros-Ricaurte, J.A., Santamaría-Buitrago, F.A.: Ecosystem for the deployment and management of virtual laboratories based on the standard ims lti. Revista Facultad de Ingenieriá, 28(53), 79–99 (2019)

    Article  Google Scholar 

  70. Leizorovicz, A., Giraud, C., Vaugier, I., Coffre, C., Juge, N., Gouge, A.L., Barbot, F., Rym, B., Chevassus, H., Félin, A., Binquet, C., Cornu, C., Mura, T., Donche, A., Gueyffier, François: Ecrin standard requirements for good clinical practices-compliant data management in multinational clinical trials. Therapie (2016)

  71. Bolatov, Z.Z., Daineko, Y.A., Ipalakova, M.T.: Employing information technologies based on.net xna framework for developing a virtual physical laboratory with elements of 3d computer modeling. Program. Comput. Softw. 43(3), 161–171 (2017)

    Article  Google Scholar 

  72. Genazzio, M.A., Grande, V., Lazzarini, M., Romaniello, V., Palma, R., Loescher, H.W., Krystek, M., Glaves, H.M., Garcia-Silva, A., Gomez-Perez, J.M., Meertens, C., Leo, F.D., Aldridge, T., Mantovani, S., Napier, H.J., Boler, F., Crawl, D., Foglini, F., Laney, C., Marelli, F., Trasatti, E., Leone, R., Silvagni, C., Albani, S., Albani, M., Altintas, I., Salvi, S.: Enabling fair research in earth science through research objects. Futur. Gener. Comput. Syst. 98, 550–564 (2019)

    Article  Google Scholar 

  73. Hajnal, Á., Farkas, Z., Kacsuk, P.: Enabling workflow-oriented science gateways to access multi-cloud systems. J. Grid Comput. 14(4), 619–640 (2016)

    Article  Google Scholar 

  74. Assante, M, Candela, L, Castelli, D, Cirillo, R, Coro, G, Frosini, L, Lelii, L, Mangiacrapa, F, Pagano, P, Panichi, G: Enacting open science by d4science. Futur. Gener. Comput. Syst. 101, 555–563 (2019)

    Article  Google Scholar 

  75. Sfakianakis, S., Graf, N., Anguista, A., Stenzhorn, H., Kuchinke, W., Demotes, J., Ohmann, C.: Ensuring sustainability of software tools and services by cooperation with a research infrastructure. Pers. Med. 13(1), 43–55 (2016)

    Article  Google Scholar 

  76. McGrath, A., Li, S., Ho, T., McMahon, S., Ludbey, J.: The essential components of a successful galaxy service. J. Grid Comput. 14(4), 533–543 (2016)

    Article  Google Scholar 

  77. Oikonomou, T.I., Blanco, M., Drosou, V.: Eu-solaris: The european infrastructure for concentrated solar thermal and solar chemistry technologies. Procedia Environ. Sci. 38, 485–491 (2017)

    Article  Google Scholar 

  78. Frankl, M., Blanke, T., Daelen, V.V., Speck, R., Kristel, C., Horik, René V., Bryant, M.: The european holocaust research infrastructure portal. J. Comput. Cultural Heritage 10(1), 1–18 (2017)

    Article  Google Scholar 

  79. Li, P., Edmunds, S.C., Nogoy, N., Si, Z.X., Davidson, R.L., Goodman, L., Hunter, C.I.: Experiences in integrated data and research object publishing using gigadb. Int. J. Digit. Libr. 18(2), 99–111 (2016)

    Google Scholar 

  80. Gugnani, S., Kiss, T., Blanco, C., Terstyanszky, G.: Extending science gateway frameworks to support big data applications in the cloud. J. Grid Comput. 14(4), 589–601 (2016)

    Article  Google Scholar 

  81. Deelman, E., Ruth, P., Monga, I.I.S., Lehman, T., Wang, K.C., Baldin, I., Griffioen, J., Nikolich, A.: Fabric: A national-scale programmable experimental network infrastructure. IEEE Internet Comput. 23(6), 38–47 (2019)

    Article  Google Scholar 

  82. Tetzlaff, W., Magnuson, D.S.K., Grethe, J.S., Taylor-Burds, C., Callahan, A., Lemmon, V.P., Fouad, K., Bixby, J.L., Ferguson, A.R., Nielson, J.L., Torres-Espin, A., Schwab, J.M., Jakeman, L.B., Martone, M.E.: Fair sci ahead: The evolution of the open data commons for pre-clinical spinal cord injury research. J. Neurotrauma 37(6), 831–838 (2020)

    Article  Google Scholar 

  83. Pugnetti, A., Tagliolato, P., Carrara, P., Oggioni, A., Zilioli, M.: Feeding essential biodiversity variables (ebvs): Actual and potential contributions from lter-italy. Nat. Conserv. 34, 477–503 (2019)

    Article  Google Scholar 

  84. Kacsuk, P., Kovács, J., Farkas, Z.: The flowbster cloud-oriented workflow system to process large scientific data sets. J. Grid Comput. 16(1), 55–83 (2018)

    Article  Google Scholar 

  85. Arshad, J., Terstyanszky, G., Weingarten, N., Kiss, T., Taffoni, G.: A formal approach to support interoperability in scientific meta-workflows. J. Grid Comput. 14(4), 655–671 (2016)

    Article  Google Scholar 

  86. Klages, T., Küsters, U.: Fostering open science at fraunhofer. Procedia Comput. Sci. 146, 39–52 (2019)

    Article  Google Scholar 

  87. Zereik, G., Danovaro, E., Roverelli, L., Clematis, A., Galizia, A., D’Agostino, D.: From lesson learned to the refactoring of the drihm science gateway for hydro-meteorological research. J. Grid Comput. 14(4), 575–588 (2016)

    Article  Google Scholar 

  88. Müller, H., Quinlan, P., Zatloukal, K., Reihs, R., Dagher, G., Chami, A., Penicaud, M., Malservet, N.: From the evaluation of existing solutions to an all-inclusive package for biobanks. Heal. Technol. 7(1), 89–95 (2017)

    Article  Google Scholar 

  89. Mangiacrapa, F., Candela, L., Perciante, C., Cirillo, R., Marioli, V., Sinibaldi, F., Pagano, P., Assante, M., Lelii, L., Panichi, G., Castelli, D., Frosini, L., Coro, G.: The gcube system: Delivering virtual research environments as-a-service. Futur. Gener. Comput. Syst. 95, 445–453 (2019)

    Article  Google Scholar 

  90. Brookes, E., Savelyev, A.: Genapp: Extensible tool for rapid generation of web and native gui applications. Futur. Gener. Comput. Syst. 94, 929–936 (2019)

    Article  Google Scholar 

  91. Fukushima, M., Austin, C., Sato, N., Maruyama, T., Navarro, E., Rocca, M., Demotes, J., Haendel, M., Volchenboum, S.L, Cowperthwaite, M.: The global academic research organization network: Data sharing to cure diseases and enable learning health systems. Learn. Health syst. 3(1), e10073 (2019)

    Article  Google Scholar 

  92. Chard, K., Lidman, M., McCollam, B., Bryan, J., Ananthakrishnan, R., Tuecke, S., Foster, I.: Globus nexus: A platform-as-a-service provider of research identity, profile, and group management. Futur. Gener. Comput. Syst. 56, 571–583 (2016)

    Article  Google Scholar 

  93. Daraio, C., Glänzel, W.: Grand challenges in data integration—state of the art and future perspectives: An introduction. Scientometrics 108(1), 391–400 (2016)

    Article  Google Scholar 

  94. Chanaron, J.J., Scaringella, L.: Grenoble–giant territorial innovation models: Are investments in research infrastructures worthwhile? Technol. Forecast. Soc. Chang. 112, 92–101 (2016)

    Article  Google Scholar 

  95. Castelli, L., Proietti, F., Felicetti, A.: Heritage science and cultural heritage: standards and tools for establishing cross-domain data interoperability. Int. J. Digit. Lib. (2019)

  96. Totsche, K.U., Trumbore, S.E., Herrmann, M., Küsel, K., Steinhäuser, C., Lehmann, R.: How deep can surface signals be traced in the critical zone? merging biodiversity with biogeochemistry research in a central german muschelkalk landscape. Front. Earth Sci. 4 (2016)

  97. Roy, J., Chabbi, A., Galliard, J.F.L., Greiveldinger, L., Saint-André, L., Clobert, J., Pichot, C., Loreau, M., Caquet, T., Chanzy, A., Mougin, C.: How to integrate experimental research approaches in ecological and environmental studies: Anaee France as an example. Front. Ecol. Evol. 6 (2018)

  98. Balis, B.: Hyperflow: A model of computation, programming approach and enactment engine for complex distributed workflows. Futur. Gener. Comput. Syst. 55, 147–162 (2016)

    Article  Google Scholar 

  99. Calero, J.M.A., Gutierrez-Aguado, J., Villanueva, W.D.: Iaasmon: Monitoring architecture for public cloud computing data centers. J. Grid Comput. 14(2), 283–297 (2016)

    Article  Google Scholar 

  100. Moreno-Vozmediano, R., Huedo, E., Montero, R.S., Llorente, I.M.: Implementation and provisioning of federated networks in hybrid clouds. J. Grid Comput. 15(2), 141–160 (2017)

    Article  Google Scholar 

  101. Prnjat, O., Mishev, A., Filiposka, S., Liabotis, I.: Improving service management for federated resources to support virtual research environments. Scalable Comput. 19(2), 203–214 (2018)

    Google Scholar 

  102. Marco de Lucas, J., Palazzo, C., López-Garci̇́a, A., Viljoen, M., Sustr, Z., Aves, L., Lloret, L., Tangaro, M., Campos, I., Martins, J., Cetinic, E., Kurkcuoglu, Z., Urbaniak, M., Ceccanti, A., Chen, Y., Fargetta, M., Salomoni, D., Bruno, R., Gaido, L., Bagnasco, S., Fuhrman, P., Blanquer, I., Ertl, B., Vallero, S., Duma, C., Donvito, G., Nassisi, P., Zok, T., Plociennik, M., Aguilar, F., Zaccolo, V., Fiore, S., Moltó, G., Pina, J., Gallozzi, S., Sciacca, E., Spiga, D., Gomes, J., Solagna, P., Barbera, R., Davidovic, D., Zambelli, F., Matyska, L., David, M., Costa, A., Nuzzo, A., Orviz, P., Antonacci, M., Antonelli, L.A., Hardt, M., Bonvin, A.M.J.J., Wegh, B., Dutka, L.: Indigo-datacloud: a platform to facilitate seamless access to e-infrastructures. J. Grid Comput. 16(3), 381–408 (2018)

    Article  Google Scholar 

  103. Finney, K., Nahodil, D., Tattersall, K., Atkinson, J., Atkins, N., Hope, J., Galibert, G., Fruehauf, D., Hidas, M.G., Bohm, P., Burgess, J., Jones, C., Reid, K., Proctor, R., Pasquer, B., Mancini, S., Blain, P., Besnard, L., Hoenner, X.: Information infrastructure for australia’s integrated marine observing system. Earth Sci. Inf. 9(4), 525–534 (2016)

    Article  Google Scholar 

  104. Farkas, Z., Nemeth, Z., Kecskemeti, G., Kertesz, A., Kacsuk, P., Kovács, J.: Infrastructure aware scientific workflows and infrastructure aware workflow managers in science gateways. J. Grid Comput. 14(4), 641–654 (2016)

    Article  Google Scholar 

  105. Simonsen, J., Karasti, H., Hertzum, M.: Infrastructuring and participatory design: Exploring infrastructural inversion as analytic, empirical and generative. Comput. Support. Coop. Work 29(1-2), 115–151 (2019)

    Article  Google Scholar 

  106. Blak Wested, J., Minssen, T., Yu, H.: Innovation and intellectual property policies in european research infrastructure consortia-part i: The case of the european spallation source eric. J. Intell. Property Law and Pract. 12(5), 384–397 (2017)

    Article  Google Scholar 

  107. Becciani, U., Costa, A., Sciacca, E., Vitello, F., Massimino, P., Riggi, S., Sanchez, D.: An integrated workspace for the cherenkov telescope array. Futur. Gener. Comput. Syst. 94, 811–819 (2019)

    Article  Google Scholar 

  108. Küng, J., Trenkler, J., Csillag, D., Holzinger, A., Kleiser, R., Sonnberger, M., Girardi, D.: Interactive knowledge discovery with the doctor-in-the-loop: a practical example of cerebral aneurysms research. Brain Inf. 3(3), 133–143 (2016)

    Article  Google Scholar 

  109. Sage, C., Schafer, B., Valcke, P., Vannieuwenhuyse, B., Pagallo, U., Lea, N., Floridi, L., Luetge, C., Addison, J., Vayena, E., Kalra, D., Hughes, N.: Key ethical challenges in the european medical information framework. Mind. Mach. 29(3), 355–371 (2018)

    Google Scholar 

  110. Bendou, H., Sizani, L., Reid, T., Swanepoel, C., Ademuyiwa, T., Merino-Martinez, R., Meuller, H., Abayomi, A., Christoffels, A.: Baobab laboratory information management system: development of an open-source laboratory information management system for biobanking. Biopreserv. Biobank. 15(2), 116–120 (2017)

    Article  Google Scholar 

  111. Bailly, N., Gougousis, A.: Lifewatchgreece portal development: Architecture, implementation and challenges for a biodiversity research e-infrastructure. Biodivers. Data J. 4(4), e9434 (2016)

    Google Scholar 

  112. Ponzini, R., Salvadore, F.: Lincosim: a web based hpc-cloud platform for automatic virtual towing tank analysis. J. Grid Comput. 17(4), 771–795 (2019)

    Article  Google Scholar 

  113. Weigel, T., Schwardmann, U., Klump, J., Bendoukha, S., Quick, R.: Making data and workflows findable for machines. Data Intell. 2(1-2), 40–46 (2020)

    Article  Google Scholar 

  114. Nakandala, S., Pamidighantam, S., Abeysinghe, E., Christie, M.A., Bhandar, A., Pierce, M.E., Marru, S.: Managing authentication and authorization in distributed science gateway middleware. Future Gener. Comput. Syst. (2019)

  115. Mazzetti, P., Roncella, R., Reitano, D., D’Auria, L., Merenda, R., Puglisi, G., Nativi, S.: The med-suv virtual research environment for enabling the geo geohazard supersites in italy. Earth Sci. Inform. 10(4), 443–455 (2017)

    Article  Google Scholar 

  116. Olabanjo, O., Aribisala, B.: Medical image processor and repository – mipar. Inform. Med. Unlocked 12, 75–80 (2018)

    Article  Google Scholar 

  117. Kertesz, A., Karoczkai, K., Kacsuk, P.: A meta-brokering framework for science gateways. J. Grid Comput. 14(4), 687–703 (2016)

    Article  Google Scholar 

  118. Krüger, J., Herres-Pawlis, S., Nagel, W.E., Hoffmann, A., Jäkel, R., Grunzke, R.: Metadata management in the mosgrid science gateway - evaluation and the expansion of quantum chemistry support. J. Grid Comput. 15(1), 41–53 (2016)

    Google Scholar 

  119. Tuecke, S., Dart, E., Chard, K., Foster, I., Williams, J., Shifflett, D.: The modern research data portal: A design pattern for networked, data-intensive science. Peer J. Comput. Sci. 4 (2018)

  120. St-Hilaire, M.O., Isenor, A.W., Webb, S., Mayrand, M.: Msari: A database for large volume storage and utilisation of maritime data. J. Navig. 70(2), 276–290 (2016)

    Google Scholar 

  121. Moltó, G., de Alfonso, C., Caballer, M., Blanquer, I., Calatrava, A.: Multi-elastic datacenters: Auto-scaled virtual clusters on energy-aware physical infrastructures. J. Grid Comput. 17(1), 191–204 (2018)

    Google Scholar 

  122. Rodenbeck, A., Penzel, T., Beier, M., Krefting, D., Jansen, C., Wu, J., Siewert, R., Mayer, G., Witt, M.: Multicenter data sharing for collaboration in sleep medicine. Futur. Gener. Comput. Syst. 67, 466–480 (2017)

    Article  Google Scholar 

  123. Kalyanam, R., Shin, J., Kearney, D., Biehl, L., Zhao, L., Luk Kim, I., Merwade, V., Song, C., Villoria, N.: Mygeohub—a sustainable and evolving geospatial science gateway. Futur. Gener. Comput. Syst. 94, 820–832 (2019)

    Article  Google Scholar 

  124. Dick, J., Holzer, J.M., Díaz-Delgado, R., Bonet-García, F.J., Rozzi, R., Orenstein, D.E., Grove, J.M., Adamescu, M.C.: Negotiating local versus global needs in the international long term ecological research network’s socio-ecological research agenda. Environ. Res. Lett. 13(10) (2018)

  125. Abramovici, M., Göbel, J., Wilkens, U., Bender, B., Hypki, A., Süße, T., Lenkenhoff, K., Herzog, M., Kuhlenkötter, B.: New perspectives for generating smart pss solutions - life cycle, methodologies and transformation. Procedia CIRP 64, 217–222 (2017)

    Article  Google Scholar 

  126. Buffalo, M., Larsen, H., Frederick, A., Greensky, C., Blindman, K., Kenyon, D.Y.B., Owl, V.G., Bordeaux, S., Kjerland, T., Garrison, E., Heinzmann, J.: Not a one-size-fits-all approach: approachBuilding tribal infrastructure for research through crcaih. Am. Indian Alsk. Native Ment. Health Res. 26(2), 42–70 (2019)

    Article  Google Scholar 

  127. Leenheer, P.D., Vancauwenbergh, S., Grootel, G.V.: On research information and classification governance in an inter-organizational context: the flanders research information space. Scientometrics 108(1), 425–439 (2016)

    Article  Google Scholar 

  128. Capuccini, M., Larsson, A., Carone, M., Ander Novella, J., Sadawi, N., Gao, J., Toor, S., Spjuth, O.: On-demand virtual research environments using microservices. arXiv:1805.06180 (2018)

  129. Bubyakin, G.B., Gurov, A.N., Yu, G.G.: Open access to scientific knowledge: Its state, problems, and prospects of development. Sci. Tech. Inf. Process. 43(2), 88–94 (2016)

    Article  Google Scholar 

  130. Caballer, M., Moltó, G., García, Á.L., Fernández, P.O., Velten, M., Zala, S.: Orchestrating complex application architectures in heterogeneous clouds. J. Grid Comput. 16(1), 3–18 (2017)

    Article  Google Scholar 

  131. Moreno-Vozmediano, R., Huedo, E., Llorente, I.M., Montero, R.S.: Orchestrating the deployment of high availability services on multi-zone and multi-cloud scenarios. J. Grid Comput. 16(1), 39–53 (2017)

    Article  Google Scholar 

  132. Kurowski, K., Ciżnicki, M. , Kulczewski, M., Szejnfeld, D., Kopta, P., Bosak, B., Grabowski, P., Piontek, T.: Development of science gateways using qcg — lessons learned from the deployment on large scale distributed and hpc infrastructures. J. Grid Comput. 14(4), 559–573 (2016)

    Article  Google Scholar 

  133. Lopez-Campos, G.H., Gray, K., Merolli, M., Almalki, M., Martin-Sanchez, F.J.: Person-generated data in self-quantification a health informatics research program. Methods Inf. Med. 56(1), 40–45 (2017)

    Article  Google Scholar 

  134. Palmer, M.A, Kramer, J.G, Boyd, J., Hawthorne, D.: Practices for facilitating interdisciplinary synthetic research: the national socio-environmental synthesis center (sesync). Curr. Opin. Environ. Sustain 19, 111–122 (2016)

    Article  Google Scholar 

  135. Voorsluys, W., Marques, D., Pursultani, H., Bromage, A., Nogoorani, G., Greenwood, P., Gong, Y., Jayaputera, G., Widjaja, I., Sarwar, M., Bayliss, C., Morandini, L., Sinnott, R.O., Galang, G.: Privacy preserving geo-linkage in the big urban data era. J. Grid Comput. 14(4), 603–618 (2016)

    Article  Google Scholar 

  136. Luo, Y., Li, P., Xu, C.: A programmable policy engine to facilitate time-efficient science dmz management. Futur. Gener. Comput. Syst. 89, 515–524 (2018)

    Article  Google Scholar 

  137. Govoni, M., Munakami, M., Tanikanti, A., Skone, J.H, Runesha, H.B, Giberti, F., Pablo, J.D., Galli, G.: Qresp, a tool for curating, discovering and exploring reproducible scientific papers. Sci. Data 6, 190002 (2019)

    Article  Google Scholar 

  138. Stojanov, Z., Dobrilovic, D.: Qualitative evaluation of software maintenance services integrated in a virtual learning environment. Int, J. Eng. Educ. (2016)

  139. Gleńska-Olender, J., Matera-Witkiewicz, A., Zagórska, K., Chróścicka, A., Ferdyn, K., Witoń, M., Kozera, Ł.: Quality management system in the bbmri.pl consortium: Status before the formation of the polish biobanking network. Biopreserv. Biobank. 17(5), 401–409 (2019)

    Article  Google Scholar 

  140. Antequera, R.B., Mitra, R., Chandrashekara, A.A., Calyam, P.: Recommending heterogeneous resources for science gateway applications based on custom templates composition. Futur. Gener. Comput. Syst. 100, 281–297 (2019)

    Article  Google Scholar 

  141. Wright, H., Richards, J.D.: Reflections on collaborative archaeology and large-scale online research infrastructures. J. Field Archaeol. 43(sup1), S60–S67 (2018)

    Article  Google Scholar 

  142. Hornbostel, S., Biesenbender, S.: The research core dataset for the german science system: challenges, processes and principles of a contested standardization project. Scientometrics 106(2), 837–847 (2016)

    Article  Google Scholar 

  143. Biesenbender, S., Hornbostel, S.: The research core dataset for the german science system: developing standards for an integrated management of research information. Scientometrics 108(1), 401–412 (2016)

    Article  Google Scholar 

  144. García, F., Pino, F.J., Piattini, M., Oktaba, H.: A research framework for building spi proposals in small organizations: the competisoft experience. Softw. Qual. J. 24(3), 489–518 (2016)

    Article  Google Scholar 

  145. Wang, J., Berlinicke, C.A., Myneni, S., Patel, V.L., Zack, D.J., Lindvall, M., Chen, S.H., Steven Bova, G., Ackerman, C.F.: Resolving complex research data management issues in biomedical laboratories: Qualitative study of an industry-academia collaboration. Comput. Methods Programs Biomed. 126, 160–70 (2016)

    Article  Google Scholar 

  146. Sinnott, R.O., Voorsluys, W.: A scalable cloud-based system for data-intensive spatial analysis. Int. J. Softw. Tools Technol. Transfer 18(6), 587–605 (2016)

    Article  Google Scholar 

  147. Chen, M., Kim, W.J., Kim, S.H., Kang, D.K., Youn, C.H.: A science gateway cloud with cost-adaptive vm management for computational science and applications. IEEE Syst. J. 11(1), 173–185 (2017)

    Article  Google Scholar 

  148. Gonnova, S.M., Ya Pivinskii, I., Yu Razuvaeva, E.: Scientific and technological development: The binding element of the cis countries (based on the example of Russia and belarus). Sci. Tech. Inf. Process. 45(4), 193–208 (2019)

    Article  Google Scholar 

  149. Turner, K.J., Lamprecht, A.L.: Scientific workflows. Int. J. Softw. Tools Technol. Transfer 18(6), 575–580 (2016)

    Article  Google Scholar 

  150. Liew, C.S., Atkinson, M.P, Galea, M., Ang, T.F., Martin, P., Van Hemert, J.I.: Scientific workflows: moving across paradigms. ACM Comput. Surv. (CSUR) 49(4), 1–39 (2016)

    Article  Google Scholar 

  151. de Oliveira, E.M., Estrella, J.C., Delbem, A.C.B., Nunes, L.H., Shishido, H.Y., Reiff-Marganiec, S.: Selection of computational environments for psp processing on scientific gateways. Heliyon 4(7), e00690 (2018)

    Article  Google Scholar 

  152. Sinnott, R.O., Lu, Y.: Semantic privacy-preserving framework for electronic health record linkage. Telematics Inform. 35(4), 737–752 (2018)

    Article  Google Scholar 

  153. Malawski, M., Gajek, A., Zima, A., Balis, B., Figiela, K.: Serverless execution of scientific workflows: Experiments with hyperflow, aws lambda and google cloud functions. Future Gener. Comput. Syst. (2017)

  154. Seto, E., Cafazzo, J.A., Morita, P.P., Pham, Q., Stinson, J.N., Shaw, J.: The service of research analytics to optimize digital health evidence generation: Multilevel case study. J. Med. Internet Res. 21(11), e14849 (2019)

    Article  Google Scholar 

  155. Antopolskii, A.B., Efremenko, D.V.: Setting up the modern digital infrastructure for the storage and analysis of scientific and technological information. Sci. Tech. Inf. Process. 46(2), 123–132 (2019)

    Article  Google Scholar 

  156. Ohmann, C., Van Reusel, P., Kuchinke, W., Tudur-Smith, C., Rienk Visser, G., Groves, T., Dias, M., Ghersi, D., Houston, P., Bierer, B., Sitter, H., Knowles, R.L., Ariyo, C., Fenner, M., Silverio Marques, P., Wilson, J., Krleža-Jerić, K., Spalding, D., Ravaud, P., Battaglia, S., Clivio, L., Newbigging, A., Shanahan, D., Karam, G., Schlünder, I., Banzi, R., Druml, C., Kush, R., Faure, H., Kalra, D., Lukkarinen, A., Gluud, C., Matei, M., Bowers, S., O’Callaghan, J., Kubiak, C., Canham, S., Demotes-Mainard, J., Galvez, J., Becnel, L., Van Veen, E.B.: Sharing and reuse of individual participant data from clinical trials: Principles and recommendations. BMJ Open 7(12), e018647 (2017)

    Article  Google Scholar 

  157. Bo, C.F.D., Florio, M., Forte, S.: The social impact of research infrastructures at the frontier of science and technology: The case of particle accelerators. Technol. Forecast. Soc. Chang. 100(112), 1–3 (2016)

    Google Scholar 

  158. Kumar, S., Lee, W.: Software-defined storage-based data infrastructure supportive of hydroclimatology simulation containers A survey. Data Sci. Eng. 1(2), 65–72 (2016)

    Article  Google Scholar 

  159. Schopper, H.: Some remarks concerning the cost/benefit analysis applied to lhc at cern. Technol. Forecast. Soc. Chang. 112, 54–64 (2016)

    Article  Google Scholar 

  160. García, Á.L., del Castillo, E.F., Fernández, P.O.: Standards for enabling heterogeneous iaas cloud federations. Comput. Standards Interfaces 47, 19–23 (2016)

    Article  Google Scholar 

  161. Yu, D.E., Syuntyurenko, O.V.: The state system for scientific and technical information within the objectives of the digital economy. Sci. Tech. Inf. Process. 46(4), 288–297 (2020)

    Google Scholar 

  162. Larsson, A., Brommels, M., Mattsson, P., infrastructure, Carl Savage.: Structuring a research A study of the rise and fall of a large-scale distributed biobank facility. Soc. Sci. Inf. 57(2), 196–222 (2018)

    Article  Google Scholar 

  163. Xu, W., Li, J., Xu, Y.: A study of ri clusters based on symbiosis theory. Sustainability (Switzerland) 9(3) (2017)

  164. Singh, S., Chana, I.: A survey on resource scheduling in cloud computing: Issues and challenges. J. Grid Comput. 14(2), 217–264 (2016)

    Article  Google Scholar 

  165. Garnier, E., Leavitt, P.R., Baron, J.S., Guru, S.M., Davis, F.W., Sheble, L.A., Fady, B., Rodrigo, A., Price, R., Specht, A., Ometto, J., Parker, J.N., Gross, L.J., Bishop, P., Meagher, T.R., Winter, M., Hampton, S.E., Halpern, B.S., Field, D., Andrew Campbell, C., Rawson, C.H.: Synthesis centers as critical research infrastructure. BioScience 67 (8), 750–759 (2017)

    Article  Google Scholar 

  166. Müller-Birn, C., Güntsch, A., Tolksdorf, R., Gleisberg, M., Karam, N., Fichtmüller, D.: A terminology service supporting semantic annotation, integration, discovery and analysis of interdisciplinary research data. Datenbank-Spektrum 16(3), 195–205 (2016)

    Article  Google Scholar 

  167. Parmiggiani, E.: This is not a fish: On the scale and politics of infrastructure design studies. Comput. Support Coop. Work 26(1-2), 205–243 (2017)

    Article  Google Scholar 

  168. Anton, G., Merino-Martinez, R., Silander, K., Mook, L., Litton, J.E., Enckevort, D.V., Holub, P., Schuffenhauer, S., Norlin, L., Swertz, M., Bild, R.: Toward global biobank integration by implementation of the minimum information about biobank data sharing (miabis 2.0 core). Biopreserv. Biobank. 14(4), 298–306 (2016)

    Article  Google Scholar 

  169. Nunes, R.T.P., Deshpande, S.L: Reducing data transfer in big-data workflows: the computation-flow delegated approach. J. Data Inf. Manag. 1(3-4), 129–145 (2019)

    Article  Google Scholar 

  170. van Oers, H., Bogaert, P., Van Oyen, H.: Towards a sustainable eu health information system infrastructure: A consensus driven approach. Health Policy 122(12), 1340–1347 (2018)

    Article  Google Scholar 

  171. Vassallo, V., Felicetti, A.: Towards an ontological cross-disciplinary solution for multidisciplinary data Vi-seem data management and the fair principles. Int. J. Digit. Lib. (2020)

  172. Damy, S., Heintz, W., Plumejeaud, P., Linyer, H., Bretagnolle, V., Pignol, Cécile, Quinton, E., Cipière, S., Ancelin, J., Rouan, M.: Towards better traceability of field sampling data. Computers and Geosciences 129, 82–91 (2019)

    Article  Google Scholar 

  173. Book, M., Jens, J., Riedel, M., Memon, S., Neukirchen, H., Willem, E.: Towards federated service discovery and identity management in collaborative data and compute cloud infrastructures. J. Grid Comput. 16(4), 663–681 (2018)

    Article  Google Scholar 

  174. Koepler, O., Chamanara, J., Kraft, A., Auer, S.: Towards semantic integration of federated research data. Datenbank-Spektrum 19(2), 87–94 (2019)

    Article  Google Scholar 

  175. Mayrhofer, M.T., Moskal, A., Slimani, N., Törnwall, O.M., Anton, G., Johansson, M., Soini, S., Perola, M., Zatloukal, K., Hämäläinen, I., Brennan, P., van Ommen, G.J., Gunter, M., Simell, B.A., Bouvard, L., Wichmann, H.E., Murtagh, M.J., Minion, J.T.: Transnational access to large prospective cohorts in Europe: Current trends and unmet needs. N. Biotechnol. 49, 98–103 (2019)

    Article  Google Scholar 

  176. Barringer, S.N., Leahey, E., Ring-Ramirez, M.: Universities’ structural commitment to interdisciplinary research. Scientometrics 118(3), 891–919 (2019)

    Article  Google Scholar 

  177. Galizia, A., Roverelli, L., Zereik, G., Danovaro, E., Clematis, A., D’Agostino, D.: Using apache airavata and easygateway for the creation of complex science gateway front-end. Futur. Gener. Comput. Syst. 94, 910–919 (2019)

    Article  Google Scholar 

  178. Gesing, S., Krüger, J., Herres-Pawlis, S., Grunzke, R., Hoffmann, A.: Using science gateways for bridging the differences between research infrastructures. J. Grid Comput. 14 (4), 545–557 (2016)

    Article  Google Scholar 

  179. Brescia, M., Schisano, E., Elia, D., Riccio, G., Molinari, S., Hajnal, A., Costa, A., Farkas, Z., Sciacca, E., Liu, S.J., Becciani, U., Cavuoti, S., Kacsuk, P., Marton, I., Giorgio, A.M.D., Vitello, F.: Vialactea science gateway for milky way analysis. Futur. Gener. Comput. Syst. 94, 947–956 (2019)

    Article  Google Scholar 

  180. Baladoh, S.M., Abas, H.A., Elgamal, A.F.: Virtual lab to develop achievement in electronic circuits for hearing-impaired students. Educ. Inf. Technol. 22(5), 2071–2085 (2017)

    Article  Google Scholar 

  181. Naumović, M.B., Popović, N.: Virtual laboratory and learning management system in optimal control theory education. Int. J. Electr. Eng. Educ. 53(4), 357–370 (2016)

    Article  Google Scholar 

  182. Demichev, A.P., Kryukov, A.P., Polyakov, S.P.: Web platforms for scientific research. Program. Comput. Softw. 42(3), 129–141 (2016)

    Article  Google Scholar 

  183. Balczyński, P., Levrier, M., Calegari, P.: Web portals for high-performance computing: A survey. ACM Trans. Web 13(1), 1–36 (2019)

    Article  Google Scholar 

  184. Martín, P., Sánchez-Expósito, S., Ruiz, J.E., Verdes-Montenegro, L., Badia, R.M., Garrido, J., Sirvent, R., Lezzi, D., Ruiz Falcó, A.: Web services as building blocks for science gateways in astrophysics. J. Grid Comput. 14(4), 673–685 (2016)

    Article  Google Scholar 

  185. Rosato, A., Morris, C., Velankar, S., Andreetto, P., Trellet, M.E., Lamzin, V.S., Joosten, R.P., Winn, M., Haley, N.E.C., Chojnowski, G., Heuser, P., Perrakis, A., Schaarschmidt, J., Nadzirin, N., Banci, L., Carazo, J.M., Verlato, M., Segura, J., Sanderson, F., Hekkelman, M.L., Sobolev, E., Bonvin, A.M.J.J., Kulhánek, T., Křenek, A., Damaskos, G., Kouřil, D., Daenke, S., del Cano, L., Conesa, P., Giachetti, A., Traldi, S.: West-life: A virtual research environment for structural biology. J. Struct. Biol. X, 1 (2019)

    Google Scholar 

  186. Astvaldsson, A., Hallonsten, O., Moskovko, M.: Who is eric? the politics and jurisprudence of a governance tool for collaborative european research infrastructures. J. Contemp. Eur. Res. 15(3), 249–268 (2019)

    Article  Google Scholar 

  187. Flouris, G., Theodoridou, M., Doerr, M., Minadakis, N., Samaritakis, G., Konsolaki, K., Marketakis, Y., Kondylakis, H.: X3ml mapping framework for information integration in cultural heritage and beyond. Int. J. Digit. Libr. 18(4), 301–319 (2016)

    Google Scholar 

  188. Kovács, J., Farkas, Z., Nagy, E., Gúlyás, B.: Cloud-based flowbster portal to design and deploy scientific workflows. Azerb. J. High Perform. Comput. 1(2), 140–157 (2018)

    Article  Google Scholar 

  189. Candela, L., Giannotti, F., Grossi, V., Manghi, P., Trasarti, R.: Hyware: a hybrid workflow language for research e-infrastructures. D-Lib Mag. 23(1/2) (2017)

  190. Kaye, J., Terry, S.F, Juengst, E., Coy, S., Harris, J.R, Chalmers, D., Dove, E.S, Budin-Ljøsne, I., Adebamowo, C., Ogbe, E.: Including all voices in international data-sharing governance. Human Genom. 12(1), 13 (2018)

    Article  Google Scholar 

  191. Beni, E.H., Lagaisse, B., Joosen, Wouter: Infracomposer: Policy-driven adaptive and reflective middleware for the cloudification of simulation & optimization workflows. J. Syst. Archit. 95, 36–46 (2019)

    Article  Google Scholar 

  192. Lubishtani, M., Idrizi, B., Izeiroski, S., Lubishtani, F.B.: Infrastructural organization of geospatial data in the global level: A case study of albanian global mapping dataset. Geosfera Indonesia 5(1), 106–126 (2020)

    Article  Google Scholar 

  193. Coro, G., Palma, M., Ellenbroek, A., Panichi, G., Nair, T., Pagano, P.: Reconstructing 3d virtual environments within a collaborative e-infrastructure. Concurr. Comput. Pract. Exp. 31(11), e5028 (2019)

    Article  Google Scholar 

  194. Sepúlveda-Rodríguez, L.E., Garrido, J.L., Chavarro-Porras, J.C., Sanabria-Ordoñez, J.A., Candela-Uribe, C.A., Rodríguez-Domínguez, C., Guerrero-Contreras, G.: Sms-builder docker container. Available as https://hub.docker.com/r/griduq/sms-science-gateway Accessed: 2021-08-06 (2021)

Download references

Author information

Authors and Affiliations

  1. Universidad Tecnológica de Pereira, Pereira, Colombia

    Luis E. Sepúlveda-Rodríguez, Julio C. Chavarro-Porras & Christian A. Candela-Uribe

  2. Universidad del Quindío, Armenia, Colombia

    Luis E. Sepúlveda-Rodríguez & Christian A. Candela-Uribe

  3. University of Granada, Granada, Spain

    José Luis Garrido & Carlos Rodríguez-Domínguez

  4. Universidad del Valle, Cali, Colombia

    John A. Sanabria-Ordoñez

  5. University of Cádiz, Cádiz, Spain

    Gabriel Guerrero-Contreras

Authors
  1. Luis E. Sepúlveda-Rodríguez
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. José Luis Garrido
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Julio C. Chavarro-Porras
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. John A. Sanabria-Ordoñez
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Christian A. Candela-Uribe
    View author publications

    You can also search for this author in PubMed Google Scholar

  6. Carlos Rodríguez-Domínguez
    View author publications

    You can also search for this author in PubMed Google Scholar

  7. Gabriel Guerrero-Contreras
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Luis E. Sepúlveda-Rodríguez.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Sepúlveda-Rodríguez, L.E., Garrido, J.L., Chavarro-Porras, J.C. et al. Study-based Systematic Mapping Analysis of Cloud Technologies for Leveraging IT Resource and Service Management: The Case Study of the Science Gateway Approach. J Grid Computing 19, 41 (2021). https://doi.org/10.1007/s10723-021-09587-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s10723-021-09587-7

Keywords

Search

Navigation