{"id":"https://openalex.org/W2019438923","doi":"https://doi.org/10.1145/1551609.1551642","title":"The quest for scalable support of data-intensive workloads in distributed systems","display_name":"The quest for scalable support of data-intensive workloads in distributed systems","publication_year":2009,"publication_date":"2009-06-09","ids":{"openalex":"https://openalex.org/W2019438923","doi":"https://doi.org/10.1145/1551609.1551642","mag":"2019438923"},"language":"en","primary_location":{"id":"doi:10.1145/1551609.1551642","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1551609.1551642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international symposium on High performance distributed computing","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/A5030599558","display_name":"Ioan Raicu","orcid":"https://orcid.org/0000-0002-5477-439X"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ioan Raicu","raw_affiliation_strings":["University of Chicago, Chicago, IL, USA","University of Chicago , Chicago, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Chicago, Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166","https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Chicago , Chicago, IL, USA","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032231503","display_name":"Ian Foster","orcid":"https://orcid.org/0000-0003-2129-5269"},"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"]},{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian T. Foster","raw_affiliation_strings":["University of Chicago & Argonne National Laboratory, Chicago, IL, USA","University of Chicago and Argonne National Laboratory, Chicago, IL, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Chicago & Argonne National Laboratory, Chicago, IL, USA","institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I40347166"]},{"raw_affiliation_string":"University of Chicago and Argonne National Laboratory, Chicago, IL, USA#TAB#","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702070","display_name":"Yong Zhao","orcid":"https://orcid.org/0000-0003-1926-9731"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Zhao","raw_affiliation_strings":["Microsoft Corporation, Redmond, WA, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Corporation, Redmond, WA, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064016443","display_name":"Philip Little","orcid":null},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Little","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058976449","display_name":"Christopher Moretti","orcid":null},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christopher M. Moretti","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113404970","display_name":"Amitabh Chaudhary","orcid":"https://orcid.org/0000-0001-6232-1238"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amitabh Chaudhary","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007301255","display_name":"Douglas Thain","orcid":"https://orcid.org/0000-0001-5218-1956"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Douglas Thain","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030599558"],"corresponding_institution_ids":["https://openalex.org/I39422238","https://openalex.org/I40347166"],"apc_list":null,"apc_paid":null,"fwci":6.1713,"has_fulltext":false,"cited_by_count":53,"citation_normalized_percentile":{"value":0.96609824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"207","last_page":"216"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9993000030517578,"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":0.8611770868301392},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.7297438383102417},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7136814594268799},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5832300186157227},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5150741934776306},{"id":"https://openalex.org/keywords/response-time","display_name":"Response time","score":0.5104021430015564},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4858550727367401},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.46195223927497864},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.45866289734840393},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4409840703010559},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.41246360540390015},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.27072495222091675},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.25942403078079224},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.18401211500167847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8611770868301392},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.7297438383102417},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7136814594268799},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5832300186157227},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5150741934776306},{"id":"https://openalex.org/C19012869","wikidata":"https://www.wikidata.org/wiki/Q578372","display_name":"Response time","level":2,"score":0.5104021430015564},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4858550727367401},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.46195223927497864},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.45866289734840393},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4409840703010559},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.41246360540390015},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.27072495222091675},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25942403078079224},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.18401211500167847},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1551609.1551642","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1551609.1551642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international symposium on High performance distributed computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W10043236","https://openalex.org/W26744808","https://openalex.org/W155684218","https://openalex.org/W1263893056","https://openalex.org/W1501066815","https://openalex.org/W1544888650","https://openalex.org/W1797052865","https://openalex.org/W1918432491","https://openalex.org/W1969369888","https://openalex.org/W1978690967","https://openalex.org/W1981840935","https://openalex.org/W1987281948","https://openalex.org/W2006887358","https://openalex.org/W2040933249","https://openalex.org/W2047034252","https://openalex.org/W2051233655","https://openalex.org/W2069583953","https://openalex.org/W2081461624","https://openalex.org/W2104704206","https://openalex.org/W2119565742","https://openalex.org/W2121409419","https://openalex.org/W2122465391","https://openalex.org/W2123130398","https://openalex.org/W2130651654","https://openalex.org/W2131645490","https://openalex.org/W2146176543","https://openalex.org/W2146917903","https://openalex.org/W2159679741","https://openalex.org/W2624304035","https://openalex.org/W2950805241","https://openalex.org/W2991634774","https://openalex.org/W3139073351","https://openalex.org/W3146499280","https://openalex.org/W4238584892","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W2352878646","https://openalex.org/W4252555497","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547"],"abstract_inverted_index":{"Data-intensive":[0],"applications":[1],"involving":[2],"the":[3,71,84,90,102,150,188,219],"analysis":[4],"of":[5,12,86,104,152,174,179,190,203],"large":[6,10],"datasets":[7],"often":[8],"require":[9],"amounts":[11],"compute":[13,37],"and":[14,27,38,48,97,112,134,155,228],"storage":[15,39],"resources,":[16],"for":[17,121,215],"which":[18],"data":[32],"locality":[20],"can":[21,82],"be":[22],"crucial":[23],"to":[24,46,52,65,70,130,148,161,176,187],"high":[25,92],"throughput":[26],"performance.":[28],"We":[29,116,142,170,206],"propose":[30],"a":[31,110,136,200,212,222,229],"diffusion":[210,227],"approach":[34,81],"that":[35,68],"acquires":[36],"resources":[40,58,77,157,168],"dynamically,":[41],"replicates":[42],"in":[44,225,232],"response":[45,64],"demand,":[47],"schedules":[49],"computations":[50],"close":[51],"data.":[53],"As":[54],"demand":[55,75],"increases,":[56],"more":[57],"are":[59,78],"acquired,":[60],"thus":[61],"allowing":[62],"faster":[63],"subsequent":[66],"requests":[67],"refer":[69],"same":[72],"data;":[73],"when":[74,185],"drops,":[76],"released.":[79],"This":[80],"provide":[83],"benefits":[85,151],"dedicated":[87],"hardware":[88],"without":[89],"associated":[91],"costs,":[93],"depending":[94],"on":[95,159,199],"workload":[96],"resource":[98],"characteristics.":[99],"To":[100],"explore":[101,149],"feasibility":[103],"diffusion,":[106,123],"we":[107],"offer":[108,144],"both":[109],"theoretical":[111],"an":[113,118],"empirical":[114,146],"analysis.":[115],"define":[117],"abstract":[119],"model":[120,214],"introduce":[124],"new":[125],"scheduling":[126],"policies":[127],"with":[128,194,211],"heuristics":[129],"optimize":[131],"real-world":[132],"performance,":[133],"develop":[135],"competitive":[137],"online":[138],"cache":[139],"eviction":[140],"policy.":[141],"also":[143,207],"many":[145],"experiments":[147],"dynamically":[153],"expanding":[154],"contracting":[156],"based":[158],"load,":[160],"improve":[162],"system":[163],"responsiveness":[164],"while":[165],"keeping":[166],"wasted":[167],"small.":[169],"show":[171],"performance":[172,189],"improvements":[173],"one":[175],"two":[177],"orders":[178],"magnitude":[180],"across":[181],"three":[182],"diverse":[183],"workloads":[184],"compared":[186],"parallel":[191],"file":[192],"systems":[193],"throughputs":[195],"approaching":[196],"80":[197],"Gb/s":[198],"modest":[201],"cluster":[202],"200":[204],"processors.":[205],"compare":[208],"best":[213],"active":[216,233],"storage,":[217],"contrasting":[218],"difference":[220],"between":[221],"pull-model":[223],"found":[224,231],"push-model":[230],"storage.":[234]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}