From Data Lake to Data Mesh. Implementing Distributed Research Data Management in CRC1382
{"Collaborative":[0],"Research":[1],"Centers":[2],"(CRCs)":[3],"generate":[4],"large":[5],"volumes":[6],"of":[7,50,109,133,164,223],"heterogeneous":[8],"research":[9,52,68,105,175,239,255,259],"data":[10,54,69,74,77,97,111,176,208,230,260,264],"across":[11,64,127],"multiple":[12],"projects":[13,21,179],"and":[14,29,44,62,88,121,125,149,162,184,191,206,221,227,253,262],"disciplines.":[15],"CRC1382":[16,94,225],"\\"Gut-Liver":[17],"Axis\\"":[18],"comprises":[19],"22":[20],"organized":[22],"into":[23],"three":[24],"project":[25,65,153],"areas":[26],"(A,":[27],"B,":[28],"Q),":[30],"each":[31],"contributing":[32],"complementary":[33],"perspectives":[34],"on":[35],"the":[36,39,45,128,137,159,199,218,224],"interactions":[37],"between":[38],"gut,":[40],"liver,":[41],"metabolism,":[42],"immunity,":[43],"microbiome.":[46],"The":[47,188],"interdisciplinary":[48],"nature":[49],"this":[51,134,195],"requires":[53],"from":[55,213],"diverse":[56],"sources":[57],"to":[58,85,257],"be":[59,234,248],"discoverable,":[60],"understandable,":[61],"reusable":[63,117],"boundaries.":[66],"Traditional":[67],"management":[70,177,261],"often":[71],"resembles":[72],"a":[73,100,142,237,243],"lake,":[75],"where":[76],"are":[78,169],"centrally":[79,170],"stored":[80],"but":[81],"can":[82,233,247],"become":[83],"difficult":[84],"govern,":[86],"interpret,":[87],"reuse.":[89],"To":[90],"address":[91],"these":[92],"challenges,":[93],"is":[95,136],"adopting":[96],"mesh":[98,231],"principles,":[99],"decentralized":[101],"approach":[102],"in":[103,236],"which":[104,140],"groups":[106],"retain":[107],"ownership":[108,212],"their":[110,165],"while":[112,151,167],"treating":[113],"datasets":[114],"as":[115,178],"well-documented,":[116],"products.":[118],"Shared":[119],"standards":[120],"infrastructure":[122],"ensure":[123],"interoperability":[124],"reuse":[126],"consortium.":[129,240],"A":[130],"central":[131],"component":[132],"strategy":[135],"CRC":[138],"DATAHUB,":[139],"provides":[141,242],"shared":[143],"platform":[144],"for":[145,158],"dataset":[146],"discovery,":[147],"documentation,":[148],"governance":[150,204],"preserving":[152],"ownership.":[154],"Researchers":[155],"remain":[156],"responsible":[157],"scientific":[160],"context":[161],"quality":[163],"data,":[166],"metadata":[168],"managed.":[171],"This":[172,215],"enables":[173],"scalable":[174],"evolve,":[180],"new":[181],"collaborations":[182],"emerge,":[183],"consortium":[185],"structures":[186],"change.":[187],"Data":[189,192],"Steward":[190],"Engineer":[193],"support":[194],"process":[196],"by":[197,250],"maintaining":[198],"DataHub,":[200],"harmonizing":[201],"metadata,":[202],"implementing":[203],"standards,":[205],"facilitating":[207],"integration":[209],"without":[210],"taking":[211],"researchers.":[214],"poster":[216],"presents":[217],"motivation,":[219],"design,":[220],"implementation":[222],"DataHub":[226],"demonstrates":[228],"how":[229],"principles":[232],"applied":[235],"biomedical":[238],"It":[241],"practical":[244],"model":[245],"that":[246],"adapted":[249],"other":[251],"CRCs":[252],"collaborative":[254],"initiatives":[256],"strengthen":[258],"FAIR":[263],"practices.":[265]}
Authors
- Lukas C. Bossert (ORCID: https://orcid.org/0000-0003-3076-3968)
- Catherine Gonzalez
Institutions
- RWTH Aachen University (DE)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-09-10
- DOI
- https://doi.org/10.5281/zenodo.22694646
- Primary Topic
- Research Data Management Practices
- Type
- article
- Field-Weighted Citation Impact
- 0.00