{"id":"https://openalex.org/W2546865567","doi":"https://doi.org/10.1109/igarss.2016.7730981","title":"Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach","display_name":"Accelerating Big Data processing chain in Image Information Mining using a hybrid HPC approach","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2546865567","doi":"https://doi.org/10.1109/igarss.2016.7730981","mag":"2546865567"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2016.7730981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7730981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5025725109","display_name":"Kuldeep Kurte","orcid":"https://orcid.org/0000-0001-5797-7654"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kuldeep R. Kurte","raw_affiliation_strings":["IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087424979","display_name":"Ujwala Bhangale","orcid":"https://orcid.org/0000-0002-4240-587X"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ujwala M. Bhangale","raw_affiliation_strings":["IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052217638","display_name":"Surya S. Durbha","orcid":"https://orcid.org/0000-0003-1022-8378"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Surya S. Durbha","raw_affiliation_strings":["IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Bombay, Centre of Studies in Resources Engineering, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112010548","display_name":"Roger L. King","orcid":null},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger L. King","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Mississippi State University, Starkville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Mississippi State University, Starkville, USA","institution_ids":["https://openalex.org/I99041443"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075380767","display_name":"Nicolas H. Younan","orcid":"https://orcid.org/0000-0003-0815-5173"},"institutions":[{"id":"https://openalex.org/I99041443","display_name":"Mississippi State University","ror":"https://ror.org/0432jq872","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I99041443"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicolas H. Younan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Mississippi State University, Starkville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Mississippi State University, Starkville, USA","institution_ids":["https://openalex.org/I99041443"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7045,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.83603213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"7597","last_page":"7600"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9990000128746033,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9979000091552734,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8272969722747803},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7729322910308838},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.5233820676803589},{"id":"https://openalex.org/keywords/data-processing","display_name":"Data processing","score":0.5108370780944824},{"id":"https://openalex.org/keywords/stream-processing","display_name":"Stream processing","score":0.49915051460266113},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.49490827322006226},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.47962579131126404},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.46488329768180847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45317959785461426},{"id":"https://openalex.org/keywords/graphics-processing-unit","display_name":"Graphics processing unit","score":0.4190065860748291},{"id":"https://openalex.org/keywords/unstructured-data","display_name":"Unstructured data","score":0.410269558429718},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33322685956954956},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3294338583946228},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.27893686294555664},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.2746752202510834},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.2486548125743866},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.24535492062568665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20857444405555725},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1897786259651184},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12497454881668091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8272969722747803},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7729322910308838},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.5233820676803589},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.5108370780944824},{"id":"https://openalex.org/C107027933","wikidata":"https://www.wikidata.org/wiki/Q2006448","display_name":"Stream processing","level":2,"score":0.49915051460266113},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.49490827322006226},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.47962579131126404},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.46488329768180847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45317959785461426},{"id":"https://openalex.org/C2779851693","wikidata":"https://www.wikidata.org/wiki/Q183484","display_name":"Graphics processing unit","level":2,"score":0.4190065860748291},{"id":"https://openalex.org/C2781252014","wikidata":"https://www.wikidata.org/wiki/Q1141900","display_name":"Unstructured data","level":3,"score":0.410269558429718},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33322685956954956},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3294338583946228},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27893686294555664},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.2746752202510834},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.2486548125743866},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.24535492062568665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20857444405555725},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1897786259651184},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12497454881668091},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2016.7730981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2016.7730981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7200000286102295,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1749491029","https://openalex.org/W1981049948","https://openalex.org/W1991359212","https://openalex.org/W2022686119","https://openalex.org/W2050675978","https://openalex.org/W2067191022","https://openalex.org/W2095687521","https://openalex.org/W2098738957","https://openalex.org/W2149140633","https://openalex.org/W2154977876","https://openalex.org/W2204742047","https://openalex.org/W2207910395","https://openalex.org/W2347123504","https://openalex.org/W6637922132"],"related_works":["https://openalex.org/W2893963003","https://openalex.org/W2353118848","https://openalex.org/W4230978433","https://openalex.org/W2971894545","https://openalex.org/W2920657135","https://openalex.org/W2953080867","https://openalex.org/W2367055447","https://openalex.org/W2998574861","https://openalex.org/W2312584735","https://openalex.org/W2399751264"],"abstract_inverted_index":{"The":[0,29,100,118],"recent":[1],"development":[2],"in":[3,20,25,42,132],"sensor":[4],"technology":[5,92],"shows":[6],"the":[7,83,95,115,126],"unprecedented":[8],"growth":[9,19],"of":[10,32,54,104,128],"Remote":[11],"Sensing":[12],"(RS)":[13],"data":[14,55,59,97],"archives-Big":[15],"Data.":[16],"However,":[17],"this":[18,68],"RS":[21,58],"archives":[22],"has":[23],"resulted":[24],"many":[26],"processing":[27,53,98],"challenges.":[28],"three":[30],"V's":[31],"big":[33,96],"data-":[34],"Volume,":[35],"Velocity":[36],"and":[37],"Variety":[38],"is":[39,61],"highly":[40],"relevant":[41],"situations":[43],"such":[44],"as":[45],"flood,":[46],"earthquake":[47],"disaster,":[48],"where":[49],"real/near":[50],"real":[51],"time":[52],"from":[56],"different":[57,101],"sources":[60],"vital":[62],"to":[63,93],"deploy":[64],"rescue":[65],"operations.":[66],"In":[67],"work,":[69],"we":[70],"have":[71],"demonstrated":[72],"a":[73],"high-performance":[74],"analytics":[75],"approach-":[76],"Message":[77],"Passing":[78],"Interface":[79],"(MPI)":[80],"along":[81],"with":[82],"emerging":[84],"Graphics":[85],"Processing":[86],"Units":[87],"(GPUs)":[88],"(i.e.":[89],"hybrid":[90,130],"MPI+GPU)":[91],"overcome":[94],"limitation.":[99],"processing/analysis":[102],"stages":[103],"our":[105],"Spatial":[106],"Image":[107],"Information":[108],"Mining":[109],"(SIIM)":[110],"system":[111],"are":[112],"parallelized":[113],"using":[114],"above":[116],"approach.":[117],"experimental":[119],"results":[120],"for":[121],"parallel":[122],"segmentation":[123],"process":[124],"show":[125],"applicability":[127],"MPI+GPU":[129],"approach":[131],"disaster":[133],"scenario.":[134]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
