{"id":"https://openalex.org/W2564184832","doi":"https://doi.org/10.1109/escience.2016.7870902","title":"Management, analysis, and visualization of experimental and observational data \u2014 The convergence of data and computing","display_name":"Management, analysis, and visualization of experimental and observational data \u2014 The convergence of data and computing","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2564184832","doi":"https://doi.org/10.1109/escience.2016.7870902","mag":"2564184832"},"language":"en","primary_location":{"id":"doi:10.1109/escience.2016.7870902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/escience.2016.7870902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 12th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113461040","display_name":"E. Wes Bethel","orcid":null},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"E. Wes Bethel","raw_affiliation_strings":["Lawrence Berkeley National Laboratory"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061749543","display_name":"M. Greenwald","orcid":"https://orcid.org/0000-0002-4438-729X"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Greenwald","raw_affiliation_strings":["Massachusetts Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038437071","display_name":"Kerstin Kleese van Dam","orcid":"https://orcid.org/0000-0002-5794-7620"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kerstin Kleese van Dam","raw_affiliation_strings":["Brookhaven National Laboratory"],"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060153432","display_name":"Manish Parashar","orcid":"https://orcid.org/0000-0003-0983-7408"},"institutions":[{"id":"https://openalex.org/I4210096112","display_name":"Rutgers Sexual and Reproductive Health and Rights","ror":"https://ror.org/00rcvgx40","country_code":"NL","type":"other","lineage":["https://openalex.org/I4210096112"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Manish Parashar","raw_affiliation_strings":["Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083426306","display_name":"Stefan M. Wild","orcid":"https://orcid.org/0000-0002-6099-2772"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefan M. Wild","raw_affiliation_strings":["Argonne National Laboratory"],"affiliations":[{"raw_affiliation_string":"Argonne National Laboratory","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032610249","display_name":"H Wiley","orcid":"https://orcid.org/0000-0003-0232-6867"},"institutions":[{"id":"https://openalex.org/I142606810","display_name":"Pacific Northwest National Laboratory","ror":"https://ror.org/05h992307","country_code":"US","type":"facility","lineage":["https://openalex.org/I1325736334","https://openalex.org/I1330989302","https://openalex.org/I142606810","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Steven Wiley","raw_affiliation_strings":["Pacific Northwest National Laboratory"],"affiliations":[{"raw_affiliation_string":"Pacific Northwest National Laboratory","institution_ids":["https://openalex.org/I142606810"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113461040"],"corresponding_institution_ids":["https://openalex.org/I148283060"],"apc_list":null,"apc_paid":null,"fwci":5.3176,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95807948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7088366746902466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.6927670240402222},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5907254815101624},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5738546848297119},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49504604935646057},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.47462689876556396},{"id":"https://openalex.org/keywords/e-science","display_name":"e-Science","score":0.4472987949848175},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.4216078817844391},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.35812482237815857},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18991973996162415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11948475241661072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7088366746902466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.6927670240402222},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5907254815101624},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5738546848297119},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49504604935646057},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.47462689876556396},{"id":"https://openalex.org/C517757529","wikidata":"https://www.wikidata.org/wiki/Q1273268","display_name":"e-Science","level":3,"score":0.4472987949848175},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.4216078817844391},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.35812482237815857},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18991973996162415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11948475241661072},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/escience.2016.7870902","is_oa":false,"landing_page_url":"https://doi.org/10.1109/escience.2016.7870902","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE 12th International Conference on e-Science (e-Science)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1859126261","https://openalex.org/W2052341330","https://openalex.org/W2079428063","https://openalex.org/W2080731889","https://openalex.org/W2289818400","https://openalex.org/W2562823052","https://openalex.org/W2620485168","https://openalex.org/W2924668418","https://openalex.org/W6730455641"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"Scientific":[0],"user":[1],"facilities":[2],"\u2014":[3,15],"particle":[4],"accelerators,":[5],"telescopes,":[6],"colliders,":[7],"supercomputers,":[8],"light":[9],"sources,":[10],"sequencing":[11],"facilities,":[12],"and":[13,40,72,86,101,109,113,119,126,156],"more":[14],"operated":[16],"by":[17,145],"the":[18,43,83,104,138,153,157],"U.S.":[19],"Department":[20],"of":[21,25,32,51,106,141],"Energy":[22],"(DOE)":[23],"Office":[24],"Science":[26],"(SC)":[27],"generate":[28],"ever":[29],"increasing":[30],"volumes":[31],"data":[33,56,98,111],"at":[34],"unprecedented":[35],"rates":[36],"from":[37],"experiments,":[38],"observations,":[39],"simulations.":[41],"At":[42],"same":[44],"time":[45],"there":[46],"is":[47,160],"a":[48,142],"growing":[49],"community":[50],"experimentalists":[52],"that":[53,129,159],"require":[54,117],"real-time":[55,108],"analysis":[57,112],"feedback,":[58],"to":[59,62,68,151,162],"enable":[60],"them":[61],"steer":[63],"their":[64],"complex":[65],"experimental":[66],"instruments":[67],"optimized":[69],"scientific":[70,133],"outcomes":[71],"new":[73],"discoveries.":[74],"Recent":[75],"efforts":[76],"in":[77,103,147],"DOE-SC":[78,146],"have":[79],"focused":[80],"on":[81],"articulating":[82],"data-centric":[84],"challenges":[85,93,155],"opportunities":[87],"facing":[88],"these":[89],"science":[90],"communities.":[91],"Key":[92],"include":[94],"difficulties":[95],"coping":[96],"with":[97],"size,":[99],"rate,":[100],"complexity":[102],"context":[105],"both":[107],"post-experiment":[110],"interpretation.":[114],"Solutions":[115],"will":[116],"algorithmic":[118],"mathematical":[120],"advances,":[121],"as":[122,124],"well":[123],"hardware":[125],"software":[127],"infrastructures":[128],"adequately":[130],"support":[131],"data-intensive":[132],"workloads.":[134],"This":[135],"paper":[136],"presents":[137],"summary":[139],"findings":[140],"workshop":[143],"held":[144],"September":[148],"2015,":[149],"convened":[150],"identify":[152],"major":[154],"research":[158],"needed":[161],"meet":[163],"those":[164],"challenges.":[165]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}