FN Archimer Export Format PT J TI Time-critical data management in clouds: Challenges and a Dynamic Real-Time Infrastructure Planner (DRIP) solution BT AF KOULOUZIS, Spiros MARTIN, Paul ZHOU, Huan HU, Yang WANG, Junchao CARVAL, Thierry GRENIER, Baptiste HEIKKINEN, Jani DE LAAT, Cees ZHAO, Zhiming AS 1:1;2:1;3:1;4:1;5:1;6:2;7:3;8:4;9:1;10:1; FF 1:;2:;3:;4:;5:;6:PDG-IRSI-ISI;7:;8:;9:;10:; C1 Univ Amsterdam, Inst Informat, Sci Pk 904, NL-1098 XH Amsterdam, Netherlands. IFREMER, Ctr Brest France, Brest, France. EGI Fdn, Amsterdam, Netherlands. CSC IT Ctr Sci Ltd, Espoo, Finland. C2 UNIV AMSTERDAM, NETHERLANDS IFREMER, FRANCE EGI FDN, NETHERLANDS CSC IT CTR SCI LTD, FINLAND SI BREST SE PDG-IRSI-ISI IN WOS Ifremer UPR copubli-europe IF 1.536 TC 23 UR https://archimer.ifremer.fr/doc/00643/75557/76479.pdf LA English DT Article DE ;Dynamic Real-Time Infrastructure Planner;e-infrastructure;research infrastructure;time-critical services;virtual research environment AB The increasing volume of data being produced, curated, and made available by research infrastructures in the environmental science domain require services that are able to optimize the delivery and staging of data for researchers and other users of scientific data. Specialized data services for managing data life cycle, for creating and delivering data products, and for customized data processing and analysis all play a crucial role in how these research infrastructures serve their communities, and many of these activities are time-critical-needing to be carried out frequently within specific time windows. We describe our experiences identifying the time-critical requirements of environmental scientists making use of computational research support environments. We present a microservice-based infrastructure optimization suite, the Dynamic Real-Time Infrastructure Planner, used for constructing virtual infrastructures for research applications on demand. We provide a case study whereby our suite is used to optimize runtime service quality for a data subscription service provided by the Euro-Argo using EGI Federated Cloud and EUDAT's B2SAFE services, and to consider how such a case study relates to other application scenarios. PY 2020 PD AUG SO Concurrency And Computation-practice & Experience SN 1532-0626 PU Wiley VL 32 IS 16 UT 000553550300003 DI 10.1002/cpe.5269 ID 75557 ER EF