Ulwakhiwo lwedatha luchaza ubume bombutho kunye namacandelo ngamanye kwiinkqubo zedatha yenkampani.
Ulawulo lwedatha olusebenzayo, ukusetyenzwa, kunye nokugcinwa koovimba kubalulekile ukuze iifemu zenze izigqibo eziqhutywa yidatha. Eyona mifuziselo yoyilo lwedatha esembindini yangoku, njengeFabric yeDatha kunye neDatha yeMesh bafumana ukuthandwa ngenxa yokukwazi kwabo ukogqitha iindlela zemveli.
Ilaphu leDatha igxininisa ukudityaniswa kwedatha, ukubonwa, kunye nokutsalwa ngelixa iMesh yeDatha igxile kwidemokhrasi yedatha, ubunini, kunye nokuveliswa. Kwiinkampani ezizama ukwandisa izicwangciso zabo zokulawula idatha, ukunyusa umgangatho wedatha, kunye nokuphucula izakhono zokuthatha izigqibo, ukuqonda le modeli kubalulekile.
Imibutho inokukhetha imodeli esebenza kakuhle kwiinjongo zabo kwaye ithathela ingqalelo iimfuno zabo zobuchwepheshe kunye nezenkcubeko ngokuqonda umahluko kunye nokufana phakathi kweDatha yeMesh kunye neFabric yeDatha.
Kule post, siza kujonga ngokusondeleyo kwiMesh yeDatha kunye neFabric yeDatha, kunye nokwahlula phakathi kwabo kunye nokunye okuninzi.
Yintoni iMesh yeDatha?
I-Data Mesh yingqikelelo yoyilo lwedatha ebeka phambili idemokhrasi yedatha, ubunini, kunye nokuveliswa. Idatha ibonwa njengemveliso kwi-Data Mesh, ngoko ke iqela ngalinye lijongene nokuchaneka kunye nokusebenziseka kwedatha yalo.
Injongo kukubonelela ngeqonga lokuzisebenzela eliya kwenza amaqela ukuba afikelele kwaye asebenzise idatha abayifunayo ngaphandle kokuxhomekeka kumaqela aphakathi. Iiplatifti zedatha ye-self-service zinika amaqela indlela yokulawula nokulawula izibonelelo zabo zedatha, ephucula umgangatho wedatha kunye nokukhawulezisa izinto ezintsha.
Ukuze amaqela afumane kwaye afikelele kwidatha ayifunayo kulo lonke ishishini, iimarike zedatha ziyinxalenye ebalulekileyo yeDatha yeMesh. IMesh yedatha yenza ukuba amaqela alawule kwaye balawule ii-asethi zabo zedatha ngelixa idemokhrasi ukufikelela kwidatha, ukuncedisa amashishini ekubeni aqhubele phambili idatha kunye ne-agile.
Ukusebenza kweMesh yedatha
Uyilo oluqhutywa yi-Domain kunye microservices uyilo ziziseko zeMesh yeDatha. Ukwakha ulwakhiwo lwedatha olunatyisiweyo kunye nokudilizwa kweesilo zedatha zezona njongo ziphambili.
Iqela ngalinye kwi-Data Mesh lijongene nesizinda sayo sedatha, ngoko ke lilo elilawula idatha, umgangatho wedatha, kunye neziphumo zedatha. Amaqela alawula kwaye asasaze idatha yawo ngokusebenzisa iiplatifti zedatha yenkonzo kunye neemarike zedatha. Inyani yokuba iimveliso zedatha zenziwe njenge-APIs yenza kube lula ukuba amanye amaqela afikelele kwaye ayisebenzise.
Ukuze kugcinwe ukufana kunye nokulawula kuyo yonke inkampani, ii-APIs zilawulwa liqela elilodwa lolawulo lwe-API. Isakhelo solawulo lwedatha sikwayinxalenye yeDatha yeMesh, kwaye ichaza imigaqo kunye nezikhokelo zobunini bedatha, umgangatho wedatha, kunye nokhuseleko lwedatha.
eziluncedo
- I-Data Mesh ikhuthaza idemokhrasi yedatha ngokwenza amaqela alawule kwaye alawule ii-asethi zabo zedatha.
- Kwenza kube lula ukuba iqela ngalinye lithathele ingqalelo indawo yalo yedatha, ephakamisa umgangatho wedatha.
- Ngaphandle kokuxhomekeka kumaqela abekwe embindini, ibonelela ngamaqonga edatha okuzinceda avumela amaqela ukuba afikelele kwaye asebenzise idatha ayifunayo.
- Ivumela amaqela ukuba avavanye kwaye aphindaphinde kunye neemveliso zabo zedatha, ezikhawulezisa ukuqalwa kwezinto ezintsha.
- Iphelisa i-silos yedatha kwaye iseke ulwakhiwo lwedatha olunabileyo, iphucula ukuguquguquka kunye ne-agility.
- Iquka iimarike zedatha ezinika amaqela indlela yokufumana kunye nokufikelela kwidatha abayidingayo kwinkampani yonke.
- Inokuxhasa iimfuno zedatha ezandiswayo zombutho kwaye iyanyuka.
- Amaqela edatha anikwe amandla yiDatha yeMesh ukulawula idatha yabo kwaye enze ukhetho ngayo.
- Amaqela anokufikelela ngokulula ngakumbi kwaye asebenzise idatha ayifunayo ngokubulela kwi-Data Mesh's API-based approach kwiimveliso zedatha.
nezingeloncedo
- Umbutho kufuneka wenze utshintsho olukhulu kwezobuchwepheshe kunye nenkcubeko ngaphambi kokuphumeza iDatha yeMesh.
- Ukuba ayigcinwanga ngokufanelekileyo, iMesh yedatha indalo yokwahlulwa kumagunya inokubangela ukuphinda phindwa kwedatha.
- Ukuba amaqela akalungelelaniswanga ngokuchanekileyo, iMesh yeDatha inokubangela ukungqubana kweenkcazo zedatha.
- Kunokuba nzima ukulawula ulawulo lwedatha kunye nokhuseleko kwishishini lonke ngenxa yolwakhiwo lweData yeMesh.
- Xa kuthelekiswa nesiqhelo esiphakathi izakhiwo zedatha, i-data mesh inokuba nzima ngakumbi.
- Ukuba amaqela akalungelelaniswanga ngokufanelekileyo, iMesh yeDatha inokwahlulwa.
- Kungabiza ngaphezulu ukuphumeza i-Data Mesh kuneenkqubo eziqhelekileyo zedatha ezisembindini.
Ngoku, kufuneka ube nomfanekiso ocacileyo weMesh yedatha. Lixesha lokujonga kwiFabric yeDatha elandelwa kukufana kunye nomahluko phakathi kwabo. Masiqale.
Ke, yintoni iData Fabric?
Ilaphu leDatha luyilo lwedatha olunika umbono omnye wazo zonke ii-asethi zedatha ngaphakathi kwintlangano, kungakhathaliseki ukuba zihlala phi. Ukuphuhliswa kwale nkqubo kwakukhuthazwa yimekobume yedatha yanamhlanje, echazwa kukwanda kwenani, isantya, kunye nokwahluka kwedatha.
Imibutho inokudibanisa ngokulula idatha yabo ukusuka kuluhlu lwemithombo, kubandakanywa ii-apps zefu, i-database ye-in-premises, kunye namachibi edatha, ngokubonga kwi-Data Fabric, enika isisombululo esiguquguqukayo kunye ne-scalable yokudibanisa idatha.
Ngaphezu koko, ibonelela ngenqanaba lokutsalwa okwenza ukuba idatha ifikeleleke ngokuzimeleyo kwitekhnoloji esisiseko.
Ulwakhiwo olusasazwayo lweFabric yeDatha luvumela ukusetyenzwa kwedatha yexesha langempela kunye nokuhlalutya, ukubonelela ngemibutho ukufikelela kulwazi olongezelelweyo kunye namandla okwenza izigqibo. Ubumfihlo, ukuchaneka, kunye nokuthotyelwa kwedatha kuqinisekiswa ngakumbi ngolawulo lwayo lwedatha kunye namacandelo okhuseleko.
Ilaphu leDatha lithekhinoloji entsha efumana ukuthandwa ngokukhawuleza phakathi kwemibutho ezama ukwenza ngcono iindlela zayo zokulawula idatha kwaye ifumane ukhuphiswano.
Ukusetyenzwa kweFabric yeDatha
Ilaphu leDatha lisebenza ngokunika imbono enye yazo zonke iiasethi zedatha zombutho, kungakhathaliseki ukuba zibekwe phi. Ukuhlanganiswa kwedatha, ukutsalwa kwedatha, kunye ikhompyutha ehanjisiweyo zisetyenziswa ngokulandelelana ukwenza oku.
Ukudityaniswa kwedatha kubandakanya ukuxutywa kolwazi oluvela kwimithombo emininzi, kubandakanywa ugcino-lwazi olukwindawo, usetyenziso lwamafu, kunye namachibi edatha, kunye nokwenza ukuba kufikeleleke ngendlela efanayo.
Ukusetyenziswa kwedatha kunye nofikelelo lwenziwe lwenzeke ngenkqubo yokuseka umaleko wokutsalwa ofihla ukuntsonkotha koyilo lwedatha esisiseko. I-computing esasazwayo ijolise ekuqhubeni nasekuhlalutyeni idatha ngexesha lokwenyani kwinethiwekhi esasaziweyo yezixhobo zekhompyutha.
Amashishini ngoku anokufumana ngokukhawuleza ulwazi kwidatha yawo kwaye athathe inyathelo ngokubulela koku. Ilaphu leDatha libandakanya ulawulo lwedatha kunye namacandelo okhuseleko ngokunjalo ukuze kuqinisekiswe ubumfihlo bedatha, ukuthotyelwa, kunye nomgangatho.
I-Data Fabric yindlela yokulawula idatha eguquguqukayo kunye ne-scalable kwaye yaphuhliswa ukulungiselela indawo ekhoyo yedatha.
eziluncedo
- Amashishini anokwenza ukhetho olukhawulezayo nolunolwazi olusekelwe kwidatha yexesha langempela ngokusebenzisa ilaphu ledatha, elinokwandisa ukufumaneka kwedatha kunye nokufikeleleka.
- Ukuze ulawule kwaye uhlalutye izixa ezikhulu zedatha, ilaphu ledatha lenza ukudityaniswa kwedatha ngaphandle komthungo ukusuka kwimithombo emininzi, kubandakanya indawo kunye nedatha esekwe kwilifu.
- Amashishini anokusebenzisa ilaphu ledatha ukwakha iqonga lolawulo lwedatha elisembindini eliququzelela utshintshiselwano lwedatha yexesha langempela kunye nentsebenziswano phakathi kwamaqela amaninzi kunye namasebe.
- Ulawulo lwedatha kunye namandla okhuseleko anikezelwa ngamalaphu edatha anceda iifemu ekugcineni ubumfihlo bedatha kunye nokuthotyelwa kwemithetho.
- Ilaphu ledatha linokugcina iindleko ezingakumbi kunye nokuphindaphinda iinzame ngokususa iisilo zedatha, eziya kukhulisa imveliso kunye nokusebenza kakuhle.
- Amashishini anokuseka umthombo omnye wenyaniso esebenzisa ilaphu ledatha, ukunciphisa ukungangqinelani kwedatha kunye nokungachaneki okunokuthi kubangele kwimithombo emininzi yedatha.
- Amashishini anokwandisa i-architecture yabo yedatha njengoko kuyimfuneko ngoncedo lwelaphu ledatha, ukuvumela ukukhula kunye nokwandiswa ngaphandle kokunciphisa ukusebenza okanye ukuzinza.
- Amashishini anokuphucula ukuchaneka kwedatha kunye nokunciphisa imfuno yokungenelela ngesandla nge izenzekela data workflows kunye neenkqubo ngokusetyenziswa kwelaphu ledatha.
- Amashishini angasebenzisa izixhobo ezahlukeneyo kunye namaqonga olawulo lwedatha kunye neemfuno zohlalutyo ngenxa yokuguquguquka kwelaphu ledatha ngokudityaniswa kwedatha kunye nohlalutyo.
nezingeloncedo
- Inkqubo yokubeka ilaphu ledatha endaweni inokuba nzima kwaye idle ixesha, ifuna ukuzinikela okukhulu kuzo zombini izixhobo kunye nolwazi.
- Ixabiso lokuqala lokufakela ilaphu ledatha linokuba lukhulu, kuthathelwa ingqalelo ixabiso labasebenzi abayimfuneko, isoftware, kunye nehardware yokuseka nokugcina inkqubo.
- Ulawulo lwedatha ekhoyo kunye neenkqubo zokuhlalutya kunokufuneka ukuba zitshintshwe kakhulu ukuze kulungiselelwe ilaphu ledatha, elinokuphazamisa ukusebenza kwenkampani kunye nokudala ukuchasana nokutshintsha.
- Amashishini anokufuna ukuchitha kuncedo lwabasebenzisi kunye nemfundo ngenxa yobunzima belaphu ledatha, elinokwenza kube nzima kubasebenzisi ukuba bayamkele kwaye bafumane uqeqesho.
- Amashishini anemithombo emininzi yedatha kunye neefomathi anokufuna ukulungelelanisa izakhiwo zabo zedatha ukuze asebenzise ilaphu ledatha, enokuba nzima.
- Ilaphu ledatha lisenokungadibanisi ngokufanelekileyo neenkqubo zelifa, oko kunyanzelisa utyalo-mali lwequmrhu kuphuhliso lwenkqubo entsha okanye uphuculo lweenkqubo zangoku.
- Ilaphu ledatha linokuthambekela ekophulweni kokhuseleko kunye neenkxalabo zobumfihlo bedatha, oko kunyanzelisa ukuphunyezwa kwamanyathelo okhuseleko oluqilima ngamashishini ukukhusela idatha yawo.
- Ilaphu ledatha lisenokungafaneleki kuzo zonke iindlela zedatha okanye iimeko zokusebenzisa uhlalutyo kuba isenokungazixhasi zonke iifomati zedatha okanye zonke iintlobo zohlalutyo lwedatha.
I-Data Mesh Vs Data Fabric
Uyilo olutsha olutsha lolawulo lwedatha lwangoku lunemesh yedatha kunye nelaphu ledatha. Banolunye utshintsho oluphawulekayo kwiindlela zabo, nangona bobabini bezama ukuququzelela utshintshiselwano lwedatha olusebenzayo kunye nohlalutyo ngaphakathi kwintlangano.
Fanayo
Ukuze kulawulwe izixa ezikhulu zedatha kwiinkqubo ezininzi kunye namaqela ngendlela eyongezelekayo nesebenzayo, iindlela ezimbini ziye zaphuhliswa: iMesh yedatha kunye neFabric yeDatha. Zombini zigxininisa ixabiso lolawulo lwedatha kunye nokhuseleko ekugcineni ubumfihlo bedatha kunye nokuthotyelwa. Ngaphezu koko, zombini uyilo luxhomekeke kwi-SOA, apho idatha inikezelwa kubathengi nge-APIs kwaye ithathwa njengemveliso.
Ukungafani
Iindlela zabo kubunini bedatha kunye nolawulo lolona luhlu luphambili phakathi kweDatha yeMesh kunye neFabric yeDatha.
Amaqela e-domain nganye ajongene nedatha kwiindawo zabo ezihlukeneyo kwi-Data Mesh, ehambisa ubunini kunye nokulawulwa kwedatha. Nangona ukuthobela isethi yemithetho ekwabelwana ngayo yolawulo lwedatha kunye nokhuseleko, iqela ngalinye likhululekile ukukhetha izixhobo zalo kunye nobuchwepheshe bokulawula idatha yalo.
Inkqubo yolawulo lwedatha esembindini, njengeFabric yeDatha, igcina yonke idatha kwindawo enye kwaye yabela iqela elinye ukuba liyilawule. Nangona le ndlela isenza ukuba ulawulo lwedatha kunye nohlalutyo luhambelane ngakumbi, lunokunciphisa amandla amaqela ahlukeneyo okusebenzisa izixhobo abazikhethileyo.
Iindlela zabo zokudityaniswa kwedatha ngomnye umahluko phakathi kweDatha yeMesh kunye neFabric yeDatha. Ingqokelela yeekontraki ze-API ezichaza ukuba idatha kufuneka idluliselwe njani phakathi kwemimandla yenza udibaniso lwedatha kwiMesh yedatha. Esi sicwangciso siqinisekisa ukusebenzisana phakathi kwemimandla ngelixa sivumela amaqela ukuba aqulunqe imibhobho yedatha kunye neendlela zokuhlalutya.
Ngokwahlukileyo, i-Data Fabric ithatha indlela ehamba phambili yokudibanisa idatha, ukudibanisa idatha kwangaphambili kunye nokwenza ukuba kufikeleleke nge-interface enye.
Nangona esi sicwangciso sinokusebenza ngakumbi, sisenokunciphisa amandla amaqela ukuyila eyawo imibhobho yedatha eyodwa.
IMesh yeDatha kunye neFabric yeDatha zisebenzisa iindlela ezahlukeneyo zokusetyenzwa kwedatha. Ukusetyenzwa kwedatha kulawulwa ngamaqela esizinda kwiMesh yeDatha, kwaye bakhululekile ukusebenzisa naziphi na izixhobo kunye nobuchwepheshe ababunqwenelayo.
Ukusetyenzwa kwedatha ngoku kusingathwa liqela elizinikeleyo, nangona kunjalo, iFabric yeDatha ibonelela ngendlela ephakathi. Nangona le ndlela inokuba nempumelelo ngakumbi, inokwenza kube nzima ukuba amaqela azenzele olwawo uvavanyo olwahlukileyo.
isiphelo
Ukuqukumbela, iFabric yeDatha kunye neDatha yeMesh zombini zibonelela ngeendlela ezintsha zolawulo lwedatha lwangoku, nganye ineengenelo ezithile kunye nokungonakali.
I-Data Mesh ibeka ugxininiso oluqinileyo kubunini kunye nokulawulwa kwedatha, inika iqela ngalinye inkululeko yokuphatha idatha yalo ngelixa lilandela imigangatho ekwabelwana ngayo.
I-Data Fabric, ngokuthelekisa, ibonelela ngesisombululo solawulo lwedatha ephakathi kunye nabasebenzi abakhethekileyo abajongene nolawulo lwedatha kunye nohlalutyo. Isigqibo phakathi kwezi patheni siya kusekelwa kwiimfuno ezizodwa kunye neenjongo zefemu nganye, kuthathelwa ingqalelo izinto ezifana nomthamo wedatha, ubume beqela, kunye neemfuno zeshishini.
Ukusebenza kwaso nasiphi na isicwangciso ekugqibeleni siya kuxhomekeka kwindlela esisetyenziswa ngayo kwaye sibandakanywe kwisicwangciso esibanzi solawulo lwedatha yenkampani.
Shiya iMpendulo