{"id":"https://openalex.org/W4407356029","doi":"https://doi.org/10.1145/3709720","title":"Revisiting the Design of In-Memory Dynamic Graph Storage","display_name":"Revisiting the Design of In-Memory Dynamic Graph Storage","publication_year":2025,"publication_date":"2025-02-10","ids":{"openalex":"https://openalex.org/W4407356029","doi":"https://doi.org/10.1145/3709720"},"language":"en","primary_location":{"id":"doi:10.1145/3709720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709720","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3709720","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113004449","display_name":"Jixian Su","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jixian Su","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112223718","display_name":"Chunhai Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chiyu Hao","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043164368","display_name":"Shixuan Sun","orcid":"https://orcid.org/0000-0003-4060-9438"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixuan Sun","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113990871","display_name":"Hao Zhang","orcid":"https://orcid.org/0000-0002-0026-9283"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Zhang","raw_affiliation_strings":["Huawei Cloud, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Huawei Cloud, Beijing, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079043276","display_name":"Sen Gao","orcid":"https://orcid.org/0009-0000-2151-9969"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sen Gao","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005904018","display_name":"Jiaxin Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jiaxin Jiang","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100394256","display_name":"Yao Chen","orcid":"https://orcid.org/0000-0002-5798-2282"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yao Chen","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114832502","display_name":"Chenyi Zhang","orcid":"https://orcid.org/0009-0003-9997-3901"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyi Zhang","raw_affiliation_strings":["Huawei Cloud, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Huawei Cloud, Hangzhou, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039946576","display_name":"Bingsheng He","orcid":"https://orcid.org/0000-0001-8618-4581"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Bingsheng He","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039318240","display_name":"Minyi Guo","orcid":"https://orcid.org/0000-0003-0034-2302"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minyi Guo","raw_affiliation_strings":["Shanghai Jiaotong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiaotong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5113004449"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.6381,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87755475,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"3","issue":"1","first_page":"1","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12292","display_name":"Graph Theory and Algorithms","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9984999895095825,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.5489075183868408},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4361754357814789},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25087010860443115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5489075183868408},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4361754357814789},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25087010860443115}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3709720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709720","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3709720","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3709720","pdf_url":null,"source":{"id":"https://openalex.org/S4387289859","display_name":"Proceedings of the ACM on Management of Data","issn_l":"2836-6573","issn":["2836-6573"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Management of Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1516019649","https://openalex.org/W1543897857","https://openalex.org/W1916385248","https://openalex.org/W1993505169","https://openalex.org/W1996952974","https://openalex.org/W2000041758","https://openalex.org/W2011395086","https://openalex.org/W2020129682","https://openalex.org/W2021651899","https://openalex.org/W2030062409","https://openalex.org/W2069574596","https://openalex.org/W2070991879","https://openalex.org/W2077443691","https://openalex.org/W2088518924","https://openalex.org/W2102729946","https://openalex.org/W2129908242","https://openalex.org/W2170616854","https://openalex.org/W2340222647","https://openalex.org/W2539828367","https://openalex.org/W2546689575","https://openalex.org/W2562123954","https://openalex.org/W2604668004","https://openalex.org/W2604961016","https://openalex.org/W2613215397","https://openalex.org/W2751563547","https://openalex.org/W2767510344","https://openalex.org/W2799267250","https://openalex.org/W2914526098","https://openalex.org/W2914959946","https://openalex.org/W2915048431","https://openalex.org/W2922946586","https://openalex.org/W2948865440","https://openalex.org/W2951983822","https://openalex.org/W2963212338","https://openalex.org/W2981117684","https://openalex.org/W3000656992","https://openalex.org/W3001851942","https://openalex.org/W3006050796","https://openalex.org/W3013987090","https://openalex.org/W3112520120","https://openalex.org/W3139991122","https://openalex.org/W3152703111","https://openalex.org/W3173178674","https://openalex.org/W3175994815","https://openalex.org/W3176018299","https://openalex.org/W4221150276","https://openalex.org/W4244579861","https://openalex.org/W4244832872","https://openalex.org/W4248222319","https://openalex.org/W4255889623","https://openalex.org/W4283321525","https://openalex.org/W4285451014","https://openalex.org/W4286447321","https://openalex.org/W4298468057","https://openalex.org/W4313143685","https://openalex.org/W4388098329","https://openalex.org/W4393183701","https://openalex.org/W4398234505","https://openalex.org/W4398235079"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"effectiveness":[1,74],"of":[2,75,152],"in-memory":[3],"dynamic":[4],"graph":[5,11,20,213],"storage":[6,85,162],"(DGS)":[7],"for":[8,18,29,44,92,185,211],"supporting":[9],"concurrent":[10],"read":[12,45],"and":[13,22,35,46,51,78,95,175,182,204],"write":[14,47],"queries":[15],"is":[16],"crucial":[17],"real-time":[19,212],"analytics":[21],"updates.":[23],"Various":[24],"methods":[25,86,114,132,146,189],"have":[26],"been":[27,57],"proposed,":[28],"example,":[30,120],"LLAMA,":[31],"Aspen,":[32],"LiveGraph,":[33],"Teseo,":[34],"Sortledton.":[36],"These":[37,188],"approaches":[38],"differ":[39],"significantly":[40],"in":[41,169],"their":[42],"support":[43],"operations,":[48],"space":[49,117,176],"overhead,":[50],"concurrency":[52,166],"control.":[53],"However,":[54],"there":[55],"has":[56],"no":[58],"systematic":[59,198],"study":[60,199],"to":[61,156,160,179,208],"explore":[62],"the":[63,73,80,129],"trade-offs":[64],"among":[65],"these":[66,84,201],"dimensions.":[67],"In":[68],"this":[69,103],"paper,":[70],"we":[71],"evaluate":[72],"individual":[76],"techniques":[77],"identify":[79],"performance":[81,157,202],"factors":[82],"affecting":[83],"by":[87],"proposing":[88],"a":[89,97,140],"common":[90],"abstraction":[91],"DGS":[93,113,210],"design":[94],"implementing":[96],"generic":[98],"test":[99],"framework":[100],"based":[101],"on":[102,194],"abstraction.":[104],"Our":[105,197],"findings":[106],"highlight":[107],"several":[108],"key":[109],"insights:":[110],"1)":[111],"Existing":[112,145],"exhibit":[115],"substantial":[116],"overhead.":[118,143],"For":[119],"Aspen":[121],"consumes":[122],"3.3-10.8x":[123],"more":[124,135],"memory":[125,136,142,149],"than":[126,137],"CSR,":[127,138],"while":[128],"optimal":[130],"fine-grained":[131],"consume":[133],"4.1-8.9x":[134],"indicating":[139],"significant":[141,192],"2)":[144],"often":[147],"overlook":[148],"access":[150],"impact":[151],"modern":[153],"architectures,":[154],"leading":[155],"degradation":[158],"compared":[159],"continuous":[161],"methods.":[163],"3)":[164],"Fine-grained":[165],"control":[167],"methods,":[168],"particular,":[170],"suffer":[171],"from":[172],"severe":[173],"efficiency":[174],"issues":[177],"due":[178],"maintaining":[180],"versions":[181],"performing":[183],"checks":[184],"each":[186],"neighbor.":[187],"also":[190],"experience":[191],"contention":[193],"high-degree":[195],"vertices.":[196],"reveals":[200],"bottlenecks":[203],"outlines":[205],"future":[206],"directions":[207],"improve":[209],"analytics.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
