{"id":"https://openalex.org/W4250423856","doi":"https://doi.org/10.1109/cahpc.2018.8645858","title":"Exploring the Potential of Next Generation Software-Defined in Memory Frameworks","display_name":"Exploring the Potential of Next Generation Software-Defined in Memory Frameworks","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W4250423856","doi":"https://doi.org/10.1109/cahpc.2018.8645858"},"language":"en","primary_location":{"id":"doi:10.1109/cahpc.2018.8645858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cahpc.2018.8645858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)","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/A5026976975","display_name":"Shouwei Chen","orcid":null},"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":true,"raw_author_name":"Shouwei Chen","raw_affiliation_strings":["Rutgers Discovery Informatics Institute (RDI2), Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers Discovery Informatics Institute (RDI2), Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089439166","display_name":"Iv\u00e1n Rodero","orcid":"https://orcid.org/0000-0002-0675-6728"},"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":"Ivan Rodero","raw_affiliation_strings":["Rutgers Discovery Informatics Institute (RDI2), Rutgers University"],"affiliations":[{"raw_affiliation_string":"Rutgers Discovery Informatics Institute (RDI2), Rutgers University","institution_ids":["https://openalex.org/I4210096112"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026976975"],"corresponding_institution_ids":["https://openalex.org/I4210096112"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.55323559,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":null,"first_page":"201","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9991999864578247,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9943000078201294,"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":0.8079580068588257},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5018846988677979},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4796465039253235},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.45958155393600464},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44705265760421753},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.43670907616615295},{"id":"https://openalex.org/keywords/persistent-data-structure","display_name":"Persistent data structure","score":0.4357713758945465},{"id":"https://openalex.org/keywords/memory-management","display_name":"Memory management","score":0.4244469404220581},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.40076953172683716},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.39510753750801086},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.27665311098098755},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.23624354600906372},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20779576897621155},{"id":"https://openalex.org/keywords/semiconductor-memory","display_name":"Semiconductor memory","score":0.15778717398643494}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079580068588257},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5018846988677979},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4796465039253235},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.45958155393600464},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44705265760421753},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.43670907616615295},{"id":"https://openalex.org/C888380","wikidata":"https://www.wikidata.org/wiki/Q2427787","display_name":"Persistent data structure","level":2,"score":0.4357713758945465},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.4244469404220581},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40076953172683716},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39510753750801086},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.27665311098098755},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.23624354600906372},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20779576897621155},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.15778717398643494},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cahpc.2018.8645858","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cahpc.2018.8645858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 30th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1502544429","https://openalex.org/W2029084939","https://openalex.org/W2071704971","https://openalex.org/W2101731563","https://openalex.org/W2126814371","https://openalex.org/W2131613942","https://openalex.org/W2156094106","https://openalex.org/W2175075972","https://openalex.org/W2208859287","https://openalex.org/W2335806889","https://openalex.org/W2409628138","https://openalex.org/W2488548223","https://openalex.org/W2577489668","https://openalex.org/W2584830274","https://openalex.org/W2604701668","https://openalex.org/W2613684425","https://openalex.org/W2616570824","https://openalex.org/W2726036316","https://openalex.org/W2772504652","https://openalex.org/W2774497802","https://openalex.org/W3160073244","https://openalex.org/W4234905039","https://openalex.org/W4254778370","https://openalex.org/W6629990375","https://openalex.org/W6688262612","https://openalex.org/W6703174145","https://openalex.org/W6722683717","https://openalex.org/W6732398259","https://openalex.org/W6736321924","https://openalex.org/W6737742628","https://openalex.org/W6740332626","https://openalex.org/W6996886134"],"related_works":["https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991","https://openalex.org/W2844620057","https://openalex.org/W2942295204","https://openalex.org/W2792915651","https://openalex.org/W2885118007","https://openalex.org/W2084636353"],"abstract_inverted_index":{"As":[0],"in-memory":[1,60,119,140],"data":[2,57,115,123],"analytics":[3],"become":[4],"increasingly":[5],"important":[6],"in":[7,117],"a":[8,88],"wide":[9],"range":[10],"of":[11,56,79,109],"domains,":[12],"the":[13,53,77],"ability":[14],"to":[15,25,125,154,158],"develop":[16],"large-scale":[17],"and":[18,28,40,43,70,76,84,97,111,121,129],"sustainable":[19],"platforms":[20],"faces":[21],"significant":[22],"challenges":[23,33],"related":[24],"storage":[26,69],"latency":[27],"memory":[29,71,96,99],"size":[30],"constraints.":[31],"These":[32],"can":[34,143],"be":[35,155],"resolved":[36],"by":[37,63],"adopting":[38],"new":[39],"effective":[41],"formulations":[42],"novel":[44],"architectures":[45],"such":[46],"as":[47],"software-defined":[48,102,134,147],"infrastructure.":[49,103,135],"This":[50],"paper":[51],"investigates":[52],"key":[54],"issue":[55],"persistency":[58],"for":[59,73,92,113,132],"processing":[61,141],"systems":[62,120,142],"evaluating":[64],"persistence":[65,116],"methods":[66],"using":[67,93],"different":[68],"devices":[72],"Apache":[74],"Spark":[75,89],"use":[78],"Alluxio.":[80],"It":[81],"also":[82],"proposes":[83],"evaluates":[85],"via":[86],"simulation":[87],"execution":[90],"model":[91],"disaggregated":[94],"off-rack":[95],"non-volatile":[98],"targeting":[100],"next-generation":[101,133],"Experimental":[104],"results":[105],"provide":[106,122],"better":[107,126],"understanding":[108],"behaviors":[110],"requirements":[112,128],"improving":[114],"current":[118,151],"points":[124],"understand":[127],"design":[130],"choices":[131],"The":[136],"findings":[137],"indicate":[138],"that":[139],"benefit":[144],"from":[145],"ongoing":[146],"infrastructure":[148],"implementations;":[149],"however":[150],"frameworks":[152],"need":[153],"enhanced":[156],"appropriately":[157],"run":[159],"efficiently":[160],"at":[161],"scale.":[162]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}