Faletusi Initaneti Faʻainitaneti galue ma tekinolosi a tele faamatalaga au'ili'ili tagata tele faamatalaga specialist, la Faletusi Initaneti Faʻainitaneti e matua malamalama lava o ia Big Data Tekonolosi.
Faletusi Initaneti Faʻainitaneti tuuina atu auaunaga o tele faamatalaga auiliiliga, tekinolosi o tele faamatalaga auiliiliga, fuafuaga o tele faamatalaga auiliiliga a Monza.
Matou te galulue i ai tele faamatalaga au'ili'ili ma matou galulue fo'i i su'esu'ega ma atina'e i tekinolosi a tele faamatalaga au'ili'iliga i nu'u nei: Agrate Brianza, Aicurtius, Albiate, Arcore, Barlassina, Bellusco, Bernareggio, Besana i Brianza, Fa'aituau, Bovisio-Masciago, Briosco, Brugherio, Burago i Molgora, Camparada, Pele Brianza, Carnate, Cavenago i Brianza, Ceriano Laghetto, Cesano Maderno, Pu'e, concorezzo, Correzzana, Mana'o, Giussano, Lazzate, Lesmo, Limbiate, lissone, Macherio, Meda, Mezzago, misinto, Monza, Na maliu o ia, Nova Milanese, Ornago, Faʻaaloalo, Ronco Briantino, Seregno, Seveso, Sovico, Sulbiate, Triuggio, Usmate Velate, Varedo, Latou vaʻai al Lambro, Veduggio ma Colzano, Verano Brianza, Villasanta, Vimercate.
Seʻi tatou fatuina lau poloketi o tele faamatalaga analytics ma matou te le tuua na o oe.
Faletusi Initaneti Faʻainitaneti tu'uina atu faufautua fa'apitoa, saienisi faʻamatalaga, galuega faatino e tele faamatalaga, iloilo i tele faamatalaga aoina e le kamupani, faʻamatalaga maina ma faʻamaumauga, faʻagasologa dati, auiliiliga dati, vaʻaiga faʻalemafaufau dati, numera numera, i dati auʻiliʻili e tagata atamamai, atamai pisinisi, vaʻaiga faʻapitoa, tele faamatalaga: faufautua ma tusi apalai ma mea faigaluega, dbms, utuofaamatalaga pulega pulega, fale teu oloa, faʻatumu faila tele faamatalaga. tatala faamatalaga, uiga lelei o faamatalaga, saienitisi faʻamatalaga, lelei faamatalaga.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Matou te faʻaalu taimi ma tupe i suʻesuʻega ma atinaʻe mo tekinolosi a tele faamatalaga auiliiliga.
O matou o se kamupani faʻapitoa i le mamanu ma le faʻatinoina o fofo fou i le Digital Services ma Tekinolosi vaega. Matou te galulue i suʻesuʻega ma atinaʻe mo tekinolosi o tele faamatalaga auiliiliga.
Tisaini, faʻatinoina, tausiga, faʻatagaina la matou tagata e faaaogāina auaunaga ina ia ausia sini ua faatulagaina mo tekinolosi a tele faamatalaga auiliiliga.
Matou te faʻataʻitaʻia lau kamupani e tusa ma ou manaʻoga ma matou mulimuli ia te oe ile 360 tikeri.
In Faletusi Initaneti Faʻainitaneti matou faia au pisinisi fa'agasologa fa'apitoa i tekinolosi fou a tele faamatalaga auiliiliga.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Faletusi Initaneti Faʻainitaneti tu'uina atu faufautua fa'apitoa, saienisi faʻamatalaga, galuega faatino e Big Data Analytics, auiliili i Big Data aoina e le kamupani, faʻamatalaga maina ma faʻamaumauga, faʻagasologa dati, auiliiliga dati, vaʻaiga faʻalemafaufau dati, numera numera, i dati auʻiliʻili e tagata atamamai, atamai pisinisi, vaʻaiga faʻapitoa, tele faamatalaga auiliiliga: faufautua ma tusi talosaga ma mea faigaluega, dbms, utuofaamatalaga pulega pulega, fale teu oloa, faʻatumu faila Tele faamaumauga au'ili'ili, au'ili'ili fa'apitoa, au'ili'iliga fa'apitoa, fa'atonu fa'amaumauga, tatala faamatalaga, uiga lelei o faamatalaga, saienitisi faʻamatalaga, lelei faamatalaga. Scientific science. Scientific data. Tele faamaumauga. Tele faamaumauga auiliiliga. Tele faamaumauga tagata suʻesuʻe Tele faamaumauga auiliiliga. Tele faamaumauga au'ili'ili u tele faamatalaga auiliiliga Tekinolosi o tele faamatalaga. Poloketi e tele faamatalaga. Faamatalaga atamai. Faʻauluina faʻamaumauga. Big Data e masini suʻesuʻe. Tele faamaumauga ma le faʻaaogaina lautele. Faʻaogaina o faʻamatalaga. Pisinisi atamai ma faʻamaumauga auiliiliga. Feutanaiga tele faamatalaga. Fautuaga saienisi faʻamatalaga. Tele faamaumauga laupapa. Tatala Faʻamatalaga. Tatala Scientist Data. Tele Tatala Faʻamatalaga. Matou te galulue i ai Big Data ma ua matou manatu ia i matou ua tetele Scientist Data. Matou te galulue i ai Big Data ma le Science Science. Matou te galulue ma le Tulaga lelei.Faufautua fa'apitoa, saienisi faʻamatalaga, galuega faatino e tele faamatalaga, iloilo i tele faamatalaga aoina e le kamupani, faʻamatalaga maina ma faʻamaumauga, faʻagasologa dati, auiliiliga dati, vaʻaiga faʻalemafaufau dati, numera numera, i dati auʻiliʻili e tagata atamamai, atamai pisinisi, vaʻaiga faʻapitoa, tele faamatalaga: faufautua ma tusi apalai ma mea faigaluega, dbms, utuofaamatalaga pulega pulega, fale teu oloa, faʻatumu faila tele faamatalaga. tatala faamatalaga, uiga lelei o faamatalaga, saienitisi faʻamatalaga, lelei faamatalaga.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Faletusi Initaneti Faʻainitaneti, galue e pei 'upega tafaʻilagi e tuatusi faakomepiuta e 'upega tafaʻilagi, ia faia uepisaite ed e-pisinisi, ma ofoina atu auaunaga a aoga uepisaite e aoga e-pisinisi. E tasi i matou 'upega tafaʻilagi ma le tasi tuatusi faakomepiuta, matou te faʻamatalaina lou lava Initaneti Faitalia mo a matou tautua e faʻatulagaina i le tagata faʻatau, matou te gaioi polokalama House , Kamupani Faʻatonu , Kamupani Atinaʻe Faʻamatalaga, tuatusi faakomepiuta, 'upega tafaʻilagi e 'upega tafaʻilagi. E tutusa lava matou Scientist Data ma matou fiafia e galulue i ai dati.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Faletusi Initaneti Faʻainitaneti e galue o ia ma le mafaufau, o le tagata ma le masini ae le o le tagata e faasaga i masini.
Faletusi Initaneti Faʻainitaneti tuuina atu auaunaga o atamai e leai se atamai ma masini a'oa'oina tekinolosi, tekinolosi o atamai e leai se atamai ma masini a'oa'oina tekinolosi, fuafuaga a atamai e leai se atamai ma masini a'oa'oina tekinolosi.
Faletusi Initaneti Faʻainitaneti galue i autu nei: ao Fuafuaina, Quantum Computing, Suesuega Faapitoa o Faamatalaga faato, Aoaoina o masini, Faʻateleina mea moni, Moni Moni, Otometi alamanuia e Robotics, Initoneti o mea.
Matou te faʻaaluina taimi ma tupe i suʻesuʻega ma atinaʻe e: ao Fuafuaina, Quantum Computing, Suesuega Faapitoa o Faamatalaga faato, Aoaoina o masini, Faʻateleina mea moni, Moni Moni, Otometi alamanuia e Robotics, Initoneti o mea.
Faletusi Initaneti Faʻainitaneti o se kamupani faʻapitoa i le tisaini ma le faʻatinoina o fou fofo i le Digital Auaunaga ma Tekonolosi vaega. Matou te galulue ma atamai e leai se atamai.
Tisaini, faʻatinoina, tausiga, faʻatagaina la matou tagata e faaaogāina auaunaga ia ausia sini faʻatulagaina mo leatamai e leai se atamai ma masini a'oa'oina tekinolosi.
Matou te faʻataʻitaʻia lau kamupani e tusa ma ou manaʻoga ma matou mulimuli ia te oe ile 360 tikeri.
In Faletusi Initaneti Faʻainitaneti matou te faia lau pisinisi gaioiga masani iatamai e leai se atamai ma masini a'oa'oina tekinolosi.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Faletusi Initaneti Faʻainitaneti tu'uina atu faufautua fa'apitoa, saienisi faʻamatalaga, galuega faatino e tele faamatalaga, iloilo i tele faamatalaga aoina e le kamupani, faʻamatalaga maina ma faʻamaumauga, faʻagasologa dati, auiliiliga dati, vaʻaiga faʻalemafaufau dati, numera numera, i dati auʻiliʻili e tagata atamamai, atamai pisinisi, vaʻaiga faʻapitoa, tele faamatalaga : faufautua ma faʻaoga ma mea faigaluega, faʻatumuina faila tele faamatalaga, tatala faamatalaga, uiga lelei o faamatalaga, saienitisi faʻamatalaga, lelei faamatalaga, su'esu'ega vavalo, su'esu'ega fa'apitoa, fa'atonu fa'amaumauga, tatala saienitisi faʻamatalaga, tetele tatala faamatalaga, dbms, utuofaamatalaga pulega pulega, fale teu oloa.
Seʻi tatou fatuina lau poloketi o tele faamatalaga ma matou te le tuʻua lava oe.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
I dati o le suauu o le meleniuma fou, i tele faamatalaga o latou o se tekinolosi faʻaleagaina aua o le tele o le suiga, o le tele o mea fou o loʻo i ai. Faletusi i luga ole Initaneti talitonu o le uiga lelei o faamatalaga o le lumana'i, a dato le lelei o se tau mo kamupani ma dati o le lelei e tatau lava ona taugofie.
Faletusi Initaneti Faʻainitaneti galue pea dati, ma e le gata o i latou e latalata ia i tatou e filifilia i tatou.
I dati i le fa'aeletoroni fa'aeletoroni o lo'o i ai se sao taua tele i fa'amatalaga ma feso'ota'iga tekonolosi (ICT) sosaiete ma fa'afetai i lo latou fa'asalalauina o le "lelei" o dati i faiga faaeletoroni ma lona aafiaga i ituaiga uma o gaoioiga a le sosaiete ICT ua amata ona taua tele.
O le taua o lelei faamatalaga i le faiga o faaiuga ua faailoa mai i le European Statistical System quality statement: "Matou te tuʻuina atu i le Iuni a Europa ma le lalolagi faʻamatalaga maualuga i luga o le tamaoaiga ma sosaiete i Europa, atunuʻu ma faʻaitulagi tulaga, ma matou faʻaavanoaina nei faʻamatalaga mo tagata uma. e avea o se lagolago i gaoioiga fai faaiuga, suʻesuʻega ma felafolafoaiga." I totonu uiga lelei o faamatalaga, UN dato le lelei o se tau mo kamupani ma dati o le lelei e tatau lava ona taugofie.
The Data Warehousing Institute, i se lipoti 2002 i lelei faamatalaga, finau e iai se va tele i le va o le manatu ma le moni o lelei faamatalaga i le tele o faʻalapotopotoga, ma o faʻafitauli e fesoʻotaʻi ma lelei faamatalaga tau pisinisi US sili atu i le $ 600 piliona i le tausaga, ma i uiga lelei o faamatalaga, UN dato le lelei o se tau mo kamupani ma dati o le lelei e tatau lava ona taugofie.
I dati i faiga faaeletonika e sili atu ona lelei nai lo dati teuina i luga o pepa pepa, pe afai o le uiga lelei o faamatalaga: a dato le lelei o se tau mo kamupani ma dati o le lelei e tatau lava ona taugofie.
Faletusi Initaneti Faʻainitaneti galue i luga Tulaga lelei o fea, o le manaʻoga ia malamalama ma foia faʻafitauli lelei ma o lea ia iloa ai tali i fesili nei: O le a le mea moni o le lelei faamatalaga? O fea metotia, metotia ma faʻafitauli o loʻo iai i le lelei faamatalaga ua latou fa'amaopoopoina? O a auala e sili ona lauiloa ma sili ona faatuatuaina? O a faafitauli e lei foia?
Tele fonotaga fa'ava-o-malo ua fa'alauiloa e nu'u o lo'o i ai fa'avae o dati ma faiga fa'amatalaga e fai ma vaega autu o su'esu'ega; o le lomiga muamua o le Konafesi Faʻavaomalo i Faʻamatalaga Tulaga (ICIQ), faʻatulagaina masani i le Massachusetts Institute of Technology (MIT) i le Boston, i tua i le 1996; le International Workshop on Information Quality in Information Systems (IQIS) na lagolagoina le SIGMOD conference talu mai le 2004; o le semina faava o malo Faʻamatalaga ma Faʻamatalaga Tulaga (DIQ) sa faia i totonu o le Konafesi i luga o Faʻamatalaga Faʻamatalaga Faʻainisinia (CAiSE) talu mai le 2004; ma le semina faavaomalo Quality of Information Systems (QoIS), na faia faʻatasi ma le Entity Relationship (ER) conference talu mai le 2005. O isi fonotaga e faia i le atunuʻu i totonu. Farani, Germania ma i le Iunaite Setete.
Ua naʻo matou o se imeli e alu ese, e le gata ia latou e latalata ia matou e filifilia matou.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
I dati o le suauu ia o le meleniuma fou, le tatala faamatalaga o latou o se tekinolosi faʻaleagaina aua o le tele o le suiga, o le tele o mea fou o loʻo i ai. Faletusi i luga ole Initaneti talitonu i lena mea tatala faamatalaga e sa'o ma e mafai ona avea ma lumanai, a dato le tatalaina o se tau mo kamupani ma dati tatala e tatau lava ona taugofie.
Faletusi Initaneti Faʻainitaneti galue pea dati, ma e le gata o i latou e latalata ia i tatou e filifilia i tatou.
Uiga: i dati malo e tatau ona avanoa mo so'o se tasi e iai le avanoa e toe tufatufa atu ai i so'o se faiga e aunoa ma se fa'atapula'aina o le puletaofia.
I dati tatala e mafai ona sau mai so'o se puna.
Tala: I dati tatala e mafai ona aofia ai mea e le o ni tusitusiga e pei o faafanua, genomes, so'oga, vaila'au vaila'au, fua fa'atatau o le matematika ma fa'asaienisi, dati foma'i ma faiga, bioscience ma meaola eseese. O faʻafitauli e masani ona tulaʻi mai ona e iai a latou faʻatauga faʻapisinisi pe mafai foi ona tuʻufaʻatasia i galuega taua. Avanoa pe toe fa'aaogaina dati e pulea e faalapotopotoga, lautele ma tumaoti. O le pulea e mafai ona ala i tapula'a avanoa, laisene, puletaofia, pateni, ma totogi mo le avanoa pe toe fa'aoga. Lagolago o tatala faamatalaga finau e faapea o nei tapulaa e feteenai ma le manuia lautele ma o nei mea dati e tatau ona fa'aavanoaina e aunoa ma ni tapula'a po'o ni tau. E le gata i lea, e taua le i dati e toe fa'aaogaina e aunoa ma le mana'omia o se isi fa'atagaga, e ui lava o ituaiga toe fa'aoga (e pei o le faia o galuega fa'atupu) e mafai ona pulea e se laisene.
Faletusi Initaneti Faʻainitaneti galulue faatasi ma i latou tatala faamatalaga Mo le malo, o talosaga sili ona tatala a le malo e taumafai e faʻamalosia tagatanuu, fesoasoani i pisinisi laiti, poʻo le faʻatupuina o tau i se isi auala lelei ma aoga. Le tatalaina o dati malo ua na o se faitotoa i luga o le auala i le faaleleia o aoaoga, faaleleia pulega, ma le fausiaina o meafaigaluega e foia ai isi faafitauli moni o le lalolagi.
O sini o le gaioiga Tatala Faʻamatalaga e tutusa i latou o isi gaioiga "Tatala".
Tatala avanoa e uiga i le faia o lomiga fa'aa'oa'oga avanoa avanoa i luga Initoneti. I nisi tulaga, o nei mea e aofia ai foi seti o dati tatala, faʻataʻitaʻiga e:
- Tatala anotusi e uiga i le faʻaavanoaina o punaoa i tagata faʻalogo e aunoa ma se totogi.
-Tatala malamalama. O le Open Knowledge International e lagolagoina le tatala i le tele o mataupu e aofia ai, ae le gata i, mataupu o tatala faamatalaga. Fa'aava, fa'asaienisi, tala fa'asolopito, fa'afanua fa'afanua; e aofia ai mataupu e pei o musika, ata tifaga, tusi; e aofia ai le malo ma isi fa'amatalaga tau pulega. O le tatala faamatalaga o lo'o aofia i lalo o le Open Knowledge Definition, lea o lo'o ta'ua i le Science Commons protocol mo le fa'atinoina o le dati avanoa tatala.
Open notebook science e faasino i le faaaogaina o le manatu o Tatala Faʻamatalaga i le tele o faiga fa'asaienisi e mafai, e aofia ai su'ega le manuia ma dati fa'ata'ita'iga faigata.
-Open source software e uiga i laisene avanoa tatala lea e mafai ai ona tufatufaina atu polokalame komepiuta ma e le masani ona taulimaina dati.
-O puna'oa fa'aa'oa'oga tatala e maua fua ma fa'ailoa fa'alaisene pepa ma ala fa'asalalau e aoga mo a'oa'oga, a'oa'oga ma iloiloga, fa'apea fo'i ma fa'amoemoega su'esu'e.
-Tatala su'esu'ega / fa'asaienisi tatala / dati o le fa'asaienisi fa'asaienisi (fa'afeso'ota'i fa'asaienisi tatala) fa'ailoa mai se faiga e tatala ma feso'ota'i puna'oa fa'asaienisi e pei o dati, metotia ma mea faigaluega fa'atasi ai ma metotia o dati feso'ota'i ina ia mafai ai ona manino, toe fa'aleleia ma su'esu'ega fa'akomepiuta.
O le mantra o le tatala faamatalaga : a dato le tatalaina o se tau mo kamupani ma dati tatala e tatau lava ona taugofie.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Filifili le 'auʻaunaga a Faletusi Initaneti Faʻainitaneti ma faʻatupu lau kamupani, o se faʻalapotopotoga tasi e ofoina atu le tele o tautua. Matou te galulue faʻatasi mo le tuputupu aʻe o lau pisinisi. Matou te galulue pei 'upega tafaʻilagi e tuatusi faakomepiuta e 'upega tafaʻilagi, ia faia uepisaite ed e-pisinisi, ma ofoina atu auaunaga a aoga uepisaite e aoga e-pisinisi. E tasi i matou 'upega tafaʻilagi ma le tasi tuatusi faakomepiuta, matou te faʻamatalaina lou lava Initaneti Faitalia mo a matou tautua e faʻatulagaina i le tagata faʻatau, matou te gaioi polokalama House, Kamupani Faʻatonu, Kamupani Atinaʻe Faʻamatalaga, 'upega tafaʻilagi, tuatusi faakomepiuta e 'upega tafaʻilagi e ofisa sui.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Tatou galulue i ai saienisi faʻamatalaga ma matou te faʻaalu taimi ma tupe i suʻesuʻega ma atinaʻe mo saienisi faʻamatalaga.
O matou o se kamupani faʻapitoa i le tisaini ma le faʻatinoina o fou fofo i le matata o Digital Services ma Tekonolosi.
Matou te galulue ma le saienisi faʻamatalaga.
Tisaini, faʻatinoina, tausiga, faʻatagaina la matou tagata e faaaogāina auaunaga ia ausia sini faʻatulagaina mo le saienisi faʻamatalaga.
Matou te faʻataʻitaʻia lau kamupani e tusa ma ou manaʻoga ma matou mulimuli ia te oe ile 360 tikeri.
In Faletusi Initaneti Faʻainitaneti matou te faia lau pisinisi gaioiga masani i le saienisi faʻamatalaga.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Matou te galulue pei saienitisi faʻamatalaga ma matou te faʻaalu taimi ma tupe i suʻesuʻega ma atinaʻe mo saienisi faʻamatalaga.
O matou o se kamupani faʻapitoa i le tisaini ma le faʻatinoina o fou fofo i le matata o Digital Services ma Tekonolosi.
Matou te galulue ma le saienisi faʻamatalaga ma ua tatou i ai saienitisi faʻamatalaga.
Tisaini, faʻatinoina, tausiga, faʻatagaina la matou tagata e faaaogāina auaunaga ia ausia sini faʻatulagaina mo le saienisi faʻamatalaga.
Matou te faʻataʻitaʻia lau kamupani e tusa ma ou manaʻoga ma matou mulimuli ia te oe ile 360 tikeri.
In Faletusi Initaneti Faʻainitaneti matou te faia lau pisinisi gaioiga masani i le saienisi faʻamatalaga.
Oe i faigata?
O e toʻilalo i le tauvaga?
E te manaʻo i le lelei ma le tau o mea?
Matou te galulue o:
-mamao dba Oracle
-mamao dba postgresql
-mamao dba IBM DB2
-mamao dba Safana
-mamao dba Microsoft SQLServer
-mamao dba Cassandra
-mamao dba MongoDB
-mamao dba Informix
-mamao dba Faila ata
-mamao dba Teradata.
I dati oi latou o suauʻu o le meleniuma fou, ae tatou te faʻaaluina taimi ma tupe i luga uiga lelei o faamatalaga aisea a dato le lelei o se tau i le kamupani ma le dati o le tau e tatau ona tau laʻititi ma laʻititi. Totogi DBA Tomai | Totogi DBA Tautua | Mamao Pule o le Faletupe | Totogi DBA | Stefano Fantin.
Matou te teu tupe taimi ma tupe i suʻesuʻega ma atinaʻe e pei o mamao dba.
Matou te avatua fautuaga mamao dba.
O matou o se kamupani faʻapitoa i le tisaini ma le faʻatinoina o fou fofo i le matata o Digital Services ma Tekonolosi.
Matou te galulue pei mamao dba.
Tisaini, faʻatinoina, tausiga, faʻatagaina la matou tagata e faaaogāina auaunaga ia ausia sini faʻatulagaina mo le mamao dba.
Matou te faʻataʻitaʻia lau kamupani e tusa ma ou manaʻoga ma matou mulimuli ia te oe ile 360 tikeri.
In Faletusi Initaneti Faʻainitaneti matou te faia lau pisinisi gaioiga moni i mamao dba, avea ma mamao dba tagata atamamai. Matou te talitonu i le faʻafouina o au pisinisi auala e ala i le faʻavaeina o latou i mamao dba.
Matou te galulue o:
-faʻamanatu pule faʻamaumauga Oracle
-faʻamanatu pule faʻamaumauga postgresql
-faʻamanatu pule faʻamaumauga IBM DB2
-faʻamanatu pule faʻamaumauga Safana
-faʻamanatu pule faʻamaumauga Microsoft SQLServer
-faʻamanatu pule faʻamaumauga Cassandra
-faʻamanatu pule faʻamaumauga MongoDB
-faʻamanatu pule faʻamaumauga Informix
-faʻamanatu pule faʻamaumauga Faila ata
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o sea:
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