Kumakhasimende amaningi, isinyathelo sokuqala sokwamukela umkhiqizo we-Google Cloud ukuthola idatha yawo ku-Google Cloud. Lo mbhalo uhlola leyo nqubo, kusukela ekuhleleni ukudluliswa kwedatha kuya ekusebenziseni izindlela ezingcono kakhulu zokuqalisa uhlelo

Ukudlulisa amasethi edatha amakhulu kuhlanganisa ukwakha ithimba elilungile, ukuhlela kusenesikhathi, nokuhlola uhlelo lwakho lokudlulisa ngaphambi kokulusebenzisa endaweni yokukhiqiza. Nakuba lezi zinyathelo zingathatha isikhathi esiningi njengokudlulisa ngokwakho, amalungiselelo anjalo angasiza ekunciphiseni ukuphazamiseka ekusebenzeni kwebhizinisi lakho ngesikhathi sokudlulisa.

Lo mbhalo uyingxenye yochungechunge olunezingxenye eziningi mayelana nokuthuthela ku-Google Cloud. Uma unentshisekelo ekubukezweni kochungechunge, bona Ukuthuthela Ku-Google Cloud: Ukukhetha indlela yakho yokuthutha

Lesi sihloko siyingxenye yochungechunge:
- Ukuthuthela ku-Google Cloud: Ukuqalisa
- Ukuthuthela ku-Google Cloud: Ukuhlola nokuthola umthwalo wakho wokusebenza
- Ukuthuthela ku-Google Cloud: Yakha isisekelo sakho
- Ukuthuthela ku-Google Cloud: Kudluliswa idathasethi yakho enkulu (le dokhumenti)
- Ukuthuthela ku-Google Cloud: Kuthunyelwa umthwalo wakho wokusebenza
- Ukuthuthela ku-Google Cloud: Ukufuduka kusuka ekusetshenzisweni okwenziwa ngesandla kuya ekusetshenzisweni okuzenzakalelayo, okuneziqukathi
- Ukuthuthela ku-Google Cloud: Ukuthuthukisa indawo yakho
- Ukuthuthela ku-Google Cloud: Imikhuba emihle yokuqinisekisa uhlelo lokufuduka
Umdwebo olandelayo ubonisa indlela yohambo lwakho lokufuduka

Isigaba sokuphakelwa siyisigaba sesithathu sokuthuthela kwakho ku-Google Cloud, lapho uklama khona inqubo yokuphakela yomsebenzi wakho

Lo mbhalo uwusizo uma uhlela ukufuduka usuka endaweni engaphakathi, usuka endaweni yokubamba eyimfihlo, usuka komunye umhlinzeki wamafu uye e-Google Cloud, noma uma uhlola ithuba lokufuduka futhi ufuna ukuhlola ukuthi libukeka kanjani. njenge

## Kuyini ukudluliswa kwedatha?
Ngezinhloso zalo mbhalo, ukudluliswa kwedatha kuyinqubo yokuhambisa idatha ngaphandle kokuyiguqula, isibonelo, ukuhambisa amafayela njengoba eba izinto.

 Ukudluliswa kwedatha akulula njengoba kuzwakala
Kuyalinga ukucabanga ngokudluliswa kwedatha njengeseshini eyodwa enkulu ye-FTP, lapho ubeka amafayela akho ohlangothini olulodwa bese ulinda ukuthi aphume ngakolunye uhlangothi. Kodwa-ke, ezindaweni eziningi zebhizinisi, inqubo yokudlulisa ibandakanya izinto eziningi ezifana nalezi ezilandelayo:
- Ukwenza uhlelo lokudlulisa oluthinta isikhathi sokuphatha, okuhlanganisa isikhathi sokunquma ngenketho yokudlulisa, ukuthola izimvume, nokubhekana nezindaba ebezingalindelekile


- Ukuxhumanisa abantu enhlanganweni yakho, njengethimba elenza ukudluliselwa, abasebenzi abagunyaza amathuluzi nezakhiwo, nababambiqhaza bebhizinisi abakhathazekile ngevelu nokuphazamiseka okungalethwa ukuhambisa idatha.

- Ukukhetha ithuluzi lokudlulisa elilungile ngokusekelwe kuzinsiza zakho, izindleko, isikhathi, nokunye ukucatshangelwa kwephrojekthi

- Ukunqoba izinselele zokudluliswa kwedatha, okuhlanganisa nezindaba "zesivinini sokukhanya"(umkhawulokudonsa onganele), ukuhambisa amasethi edatha asetshenziswa ngokuqhubekayo, ukuvikela nokuqapha idatha ngenkathi indiza, kanye nokuqinisekisa ukuthi idatha idluliswa ngempumelelo.

Lo mbhalo uhlose ukukusiza ukuthi uqalise ngesinyathelo esiyimpumelelo sokudlulisa

 Amanye amaphrojekthi ahlobene nokudluliswa kwedatha
Uhlu olulandelayo luhlanganisa izinsiza zezinye izinhlobo zamaphrojekthi okudlulisa idatha ezingafakwanga kulo mbhalo:
- Uma udinga ukuguqula idatha yakho (efana nokuhlanganisa imigqa, ukujoyina amasethi edatha, noma ukuhlunga ulwazi lomuntu siqu oluhlonza), kufanele ucabangele isisombululo sokukhipha, sokuguqula, nokulayisha (i-ETL) esingafaka idatha endaweni yokugcina idatha ye-Google Cloud. Ukuze uthole isibonelo salokhu kwakhiwa, bona lesi sifundo se-Dataflow

- Uma udinga ukuthutha isizindalwazi nezinhlelo zokusebenza ezihlobene (isibonelo, ukuze uphakamise futhi uhambise uhlelo lokusebenza lwesizindalwazi), ungase ubheke imibhalo ye-Cloud Spanner, izixazululo ze-PostgreSQL, namanye amadokhumenti amayelana nohlobo lwesizindalwazi sakho.

- Uma ufuna ukuthutha idatha yakho isuka ku-HBase iye kusevisi yesizindalwazi ephethwe ngokugcwele, ye-NoSQL ehambisana ne-HBase API futhi ekwazi ukuphatha imisebenzi emikhulu, bheka i-Cloud Bigtable

- Uma udinga ukuhambisa isibonelo somshini we-virtual (VM), cabanga ukusebenzisa umkhiqizo wokufuduka we-VM we-Google, Thuthela eMishini Ebonakalayo

## Isinyathelo 1: Ukuhlanganisa iqembu lakho
Ukuhlela ukudlulisa ngokuvamile kudinga abasebenzi abanezindima nezibopho ezilandelayo:
Ukunika amandla izinsiza ezidingekayo ukuze kudluliswe:Isitoreji, i-IT, nabaphathi benethiwekhi, umxhasi omkhulu, nabanye abeluleki (ngokwesibonelo, ithimba le-Akhawunti ye-Google noma ozakwethu bokuhlanganiswa) Ukugunyaza isinqumo sokudlulisa:Abanikazi bedatha noma ababusi (kwezinqubomgomo zangaphakathi zokuthi ubani ovunyelwe ukudlulisa ukuthi iyiphi idatha), abeluleki bezomthetho (kwemithetho ehlobene nedatha), kanye nomphathi wezokuphepha (wezinqubomgomo zangaphakathi zokuthi ukufinyelela kwedatha kuvikelwa kanjani) Ukudlulisa ukudluliselwa:Umholi weqembu, umphathi wephrojekthi (ukusebenzisa nokulandelela iphrojekthi ), ithimba lonjiniyela, kanye nokwamukela nokuthunyelwa esizeni (ukuthola ihadiwe likagesi)
Kubalulekile ukukhomba ukuthi ubani umnikazi wezibopho ezandulele zephrojekthi yakho yokudlulisa futhi uzifake emihlanganweni yokuhlela kanye nesinqumo lapho kufanele. Ukungahleleli kahle kwenhlangano kuvame ukuba yimbangela yemizamo yokudlulisa engaphumelelanga
Ukuqoqa izidingo zephrojekthi kanye nemibono evela kulaba ababambiqhaza kungaba inselele, kodwa ukwenza uhlelo nokusungula izindima ezicacile kanye nezibopho kuyazuzisa. Ngeke ulindeleke ukuthi wazi yonke imininingwane yedatha yakho. Ukuhlanganisa iqembu kukunikeza ukuqonda okukhulu ngezidingo zebhizinisi. Kuwumkhuba ongcono kakhulu ukuhlonza izinkinga ezingase zibe khona ngaphambi kokuthi utshale isikhathi, imali, nezinsiza ukuze uqedele ukudluliselwa

## Isinyathelo sesi-2: Ukuqoqa izidingo nezinsiza ezikhona
Uma uklama uhlelo lokudlulisa, sincoma ukuthi uqale uqoqe izimfuneko zokudluliswa kwedatha yakho bese unquma inketho yokudlulisa. Ukuze uqoqe izidingo, ungasebenzisa le nqubo elandelayo:
- Khomba ukuthi yimaphi amasethi wedatha okudingeka uwahambise

- Khetha amathuluzi afana neKhathalogi Yedatha ukuze uhlele idatha yakho ibe amaqoqo anengqondo ahanjiswayo futhi asetshenziswe ndawonye

- Sebenzisana namaqembu ngaphakathi kwenhlangano yakho ukuze uqinisekise noma ubuyekeze lawa maqembu

- Khomba ukuthi iyiphi idathasethi wena
canmove

- Cabangela ukuthi iziqondiso, ukuvikeleka, noma ezinye izici ziyawavimbela yini amanye amadathasethi ukuthi angadluliswa

- Uma udinga ukuguqula enye idatha yakho ngaphambi kokuyihambisa (isibonelo, ukususa idatha ebucayi noma ukuhlela kabusha idatha yakho), cabanga ukusebenzisa umkhiqizo wokuhlanganiswa kwedatha njenge-Dataflow noma i-Cloud Data Fusion, noma umkhiqizo we-orchestration wokugeleza komsebenzi njenge-Cloud Composer

- Kumadathasethi asusekayo, nquma ukuthi uzoyidlulisela kuphi idathasethi ngayinye

- Qopha ukuthi iyiphi inketho yokugcina oyikhethayo ukuze ugcine idatha yakho. Ngokuvamile, isistimu yesitoreji eqondiwe ku-Google Cloud Isitoreji Samafu. Ngisho noma udinga izixazululo eziyinkimbinkimbi kakhulu ngemuva kokuthi izinhlelo zakho zokusebenza sezivulwe futhi zisebenza, i-Cloud Storage iyinketho yokugcina ekwazi ukukala futhi eqinile.

- Qonda ukuthi yiziphi izinqubomgomo zokufinyelela idatha okufanele zigcinwe ngemva kokuthutha

- Nquma ukuthi udinga ukugcina le datha ezifundeni ezithile

- Hlela indlela yokuhlela le datha endaweni oya kuyo. Ngokwesibonelo, ingabe izofana nomthombo noma ihluke?
- Nquma ukuthi udinga ukudlulisa idatha ngokuqhubekayo

- Kumadathasethi angasuswa, nquma ukuthi yiziphi izinsiza ezitholakalayo
ukuwahambisa

- Isikhathi: Ukudlulisa kumele kuqedwe nini?
- Izindleko: Ingakanani isabelomali esitholakalayo seqembu kanye nezindleko zokudlulisa?
- Abantu: Ubani okhona ukuze enze ukudluliselwa?
- Umkhawulokudonsa (wokudluliswa ku-inthanethi): Ungakanani umkhawulokudonsa otholakalayo njengamanje we-Google Cloud ongabelwe ukudlulisa, futhi ngasiphi isikhathi?
Ngaphambi kokuhlola nokukhetha izinketho zokudlulisa esigabeni esilandelayo sokuhlela, sincoma ukuthi uhlole ukuthi noma iyiphi ingxenye yemodeli yakho ye-IT ingathuthukiswa, njengokuphatha idatha, inhlangano, nokuphepha.

 Imodeli yakho yokuphepha
Amalungu amaningi ethimba lokudlulisa angase anikezwe izindima ezintsha enhlanganweni yakho ye-Google Cloud njengengxenye yephrojekthi yakho yokudlulisa idatha.Ukuhlela ukudluliswa kwedatha yisikhathi esihle sokubuyekeza izimvume zakho Zobunikazi Nokuphathwa Kokufinyelela (i-IAM) nezindlela ezihamba phambili zokusebenzisa i-IAM ngokuphephile.Lezi zinkinga zingathinta indlela onikeza ngayo ukufinyelela kusitoreji sakho.Isibonelo, ungase ubeke imikhawulo eqinile ekufinyeleleni kokubhala kudatha egcinwe kungobo yomlando ngenxa yezizathu zokulawula, kodwa ungase uvumele abasebenzisi abaningi nezinhlelo zokusebenza ukuthi zibhale idatha endaweni yakho yokuhlolaInhlangano yakho ye-Google CloudIndlela oyihlela ngayo idatha yakho ku-Google Cloud incike ekutheni uhlela ukusebenzisa kanjani i-Google Cloud.Ukugcina idatha yakho kuphrojekthi ye-Cloud efanayo lapho usebenzisa khona uhlelo lwakho lokusebenza kuyindlela elula, kodwa ingase ingabi yinhle ngokombono wokuphatha.Abanye babathuthukisi bakho bangase bangabi nalo ilungelo lokubuka idatha yokukhiqiza.Kuleso simo, unjiniyela angakha ikhodi kudatha yesampula, kuyilapho i-akhawunti yesevisi enelungelo ingafinyelela idatha yokukhiqiza.Ngakho, ungase ufune ukugcina yonke idathasethi yakho yokukhiqiza kuphrojekthi ehlukile Yefu, bese usebenzisa i-akhawunti yesevisi ukuze uvumele ukufinyelela kudatha evela kuphrojekthi ngayinye yohlelo lokusebenzaI-Google Cloud ihlelwa ngamaphrojekthi.Amaphrojekthi angahlanganiswa abe amafolda, futhi amafolda angafakwa ngaphansi kwenhlangano yakho.Izindima zisungulwa kuleveli yephrojekthi futhi izimvume zokufinyelela zengezwa kulezi zindima kumazinga ebhakede Lesitoreji Samafu.Lesi sakhiwo sihambisana nesakhiwo sezimvume sabanye abahlinzeki besitolo sezintoUkuze uthole izinqubo ezihamba phambili zokuhlela inhlangano ye-Google Cloud, bona okuthi Nquma ukulandelana kwensiza yendawo yakho yokuhlala ye-Google Cloud## Isinyathelo 3: Ukuhlola izinketho zakho zokudlulisaUkuze uhlole izinketho zakho zokudlulisa idatha, ithimba lokudlulisa lidinga ukucabangela izici ezimbalwa, ezihlanganisa lezi ezilandelayo:- Izindleko- Isikhathi- Okungaxhunyiwe ku-inthanethi uma kuqhathaniswa nezinketho zokudlulisa ku-inthanethi- Amathuluzi okudlulisa nobuchwepheshe- UkuphephaIzindlekoIningi lezindleko ezihambisanayo ngedatha yokudlulisa ihlanganisa lokhu okulandelayo:- Izindleko zenethiwekhi- Ukungena ku-Cloud Storage kumahhala.Nokho, uma usingethe idatha yakho kumhlinzeki womphakathi wamafu, ungalindela ukukhokha inkokhiso ye-egress kanye nezindleko ezingase zibe khona zokulondoloza (isibonelo, ukufunda imisebenzi) zokudlulisa idatha yakho.Le nkokhiso isebenza kudatha evela ku-Google noma omunye umhlinzeki wamafu- Uma idatha yakho isingathwe esikhungweni sedatha esiyimfihlo osisebenzayo, ungase ungene nezindleko ezengeziwe zokusetha nyusa umkhawulokudonsa owengeziwe ku-Google Cloud- Isitoreji nezindleko zokusebenza Zesitoreji Samafu phakathi nangemuva kokudluliswa kwedatha- Izindleko zomkhiqizo (ngokwesibonelo, Isisetshenziswa Sokudlulisa)- Izindleko zabasebenzi zokuhlanganisa iqembu lakho kanye nokuthola ukwesekwa kokuhlelaIsikhathiIzinto ezimbalwa kukhompyutha zigqamisa ukulinganiselwa kwezingxenyekazi zekhompuyutha zamanethiwekhi njengokudlulisa amanani amakhulu edatha.Ngokufanelekile, ungadlulisela u-1 GB kumasekhondi ayisishiyagalombili ngenethiwekhi engu-1 Gbps.Uma ukala lokho kufikela kudathasethi enkulu (isibonelo, 100 TB), isikhathi sokudlulisa siyizinsuku eziyi-12.Ukudlulisa amasethi edatha amakhulu kungavivinya umkhawulo wengqalasizinda yakho futhi kungase kubangele izinkinga ebhizinisini lakhoUngasebenzisa isibali esilandelayo ukuze uqonde ukuthi ukudlulisa kungase kuthathe isikhathi esingakanani, uma kubhekwa usayizi wedathasethi oyihambisayo kanye nomkhawulokudonsa otholakalayo wokudlulisa.Iphesenti elithile lesikhathi sokuphatha lifakwa ezibalweni.Ukwengeza, ukusebenza kahle komkhawulokudonsa kufakiwe, ngakho izinombolo eziwumphumela zingokoqobo futhi izinombolo ezikahle ngeke zitholakaleUngase ungafuni ukudlulisa idathasethi enkulu ngaphandle kwenkampani yakho. inethiwekhi phakathi namahora okusebenza aphezulu.Uma ukudluliswa kugcwala kakhulu inethiwekhi, akekho omunye ozokwazi ukuqedelwa umsebenzi obalulekile noma obalulekile.Ngalesi sizathu, ithimba lokudlulisa kumele licabangele isikhathiNgemuva kokuthi idatha idluliselwe ku-Cloud Storage, ungasebenzisa inombolo yobuchwepheshe ukucubungula amafayela amasha njengoba efika, njenge-DataflowUkwandisa umkhawulokudonsa wenethiwekhiUwandisa kanjani inethiwekhi umkhawulokudonsa uncike ekutheni uxhuma kanjani ku-Google CloudEkudluliselweni kwefu-kuya-ifu phakathi kwe-Google Cloud nabanye abahlinzeki bamafu, i-Google inikeza uxhumano phakathi kwezikhungo zedatha yomthengisi wamafu, okungadingi ukusethwa kwakho.Uma udlulisela idatha phakathi kwesikhungo sakho sedatha esiyimfihlo ne-Google Cloud, kunezindlela ezintathu eziyinhloko:- Uxhumano lwe-inthanethi olusesidlangalaleni ngokusebenzisa i-API yomphakathi- I-Direct Peering ngokusebenzisa i-API yomphakathi- I-Cloud Interconnect ngokusebenzisa i-API yangaseseLapho uhlola lezi zindlela, kuyasiza ukucabangela izidingo zakho zokuxhuma zesikhathi eside.Ungase uphethe ngokuthi kubiza ukuvimbela ukuthola umkhawulokudonsa ngezinjongo zokudlulisa kuphela, kodwa uma uhlanganisa ukusetshenziswa kwesikhathi eside kwe-Google Cloud kanye nenethiwekhi idinga kuyo yonke inhlangano yakho, ukutshalwa kwezimali kungase kuzuzeUkuxhuma ngoxhumano lwe-inthanethi olusesidlangalaleniUma usebenzisa uxhumano lwe-inthanethi olusesidlangalaleni, ukusetshenziswa kwenethiwekhi akubikezeleki kangako ngoba ukhawulwa umthamo womhlinzeki wakho we-inthanethi (ISP) kanye nendlela.I-ISP ingase futhi inikeze Isivumelwano Sezinga Lesevisi esilinganiselwe (SLA) noma singanikezeli nhlobo.Nokho, lokhu kuxhumana kunikeza izindleko eziphansi uma kuqhathaniswa, futhi ngezinhlelo ezibanzi ze-Google zokubuka, i-ISP yakho ingase ikuhambise kunethiwekhi yomhlaba ye-Google phakathi kwama-hop ambalwa enethiwekhiSincoma ukuthi uhlole nomphathi wakho wezokuphepha ukuthi inqubomgomo yenkampani yakho iyakwenqabela yini ukuhambisa amanye amasethi edatha ku-inthanethi yomphakathi.Futhi hlola ukuthi ingabe uxhumano lwe-inthanethi olusesidlangalaleni lusetshenziselwa ithrafikhi yakho yokukhiqiza.Ukudluliswa kwedatha kwesilinganiso esikhulu kungase kube nomthelela ongemuhle kunethiwekhi yokukhiqizaUkuxhuma ngokubuka Okuqondile
Ukuze ufinyelele inethiwekhi ye-Google enama-hop enethiwekhi ambalwa kunoxhumano lwe-inthanethi olusesidlangalaleni, ungasebenzisa i-Direct Peering. Ngokusebenzisa i-Direct Peering, ungakwazi ukushintshanisa ithrafikhi ye-inthanethi phakathi kwenethiwekhi yakho kanye ne-Google Edge Points of Presence (PoPs), okusho ukuthi idatha yakho ayisebenzisi i-inthanethi yomphakathi. Ukwenza kanjalo kunciphisa nenani lama-hops phakathi kwenethiwekhi yakho nenethiwekhi ye-Google. Ukulunguza ngenethiwekhi ye-Google kudinga ukuthi umise Inombolo Yesistimu Yokuzihambela Ebhalisiwe (AS), uxhume ku-Google usebenzisa i-inthanethi, futhi unikeze ngothintana naye ubusuku nemini nesikhungo sakho sokusebenza senethiwekhi.

 Ixhuma nge-Cloud Interconnect
I-Cloud Interconnect inikeza uxhumano oluqondile ku-Google Cloud nge-Google noma omunye wabahlinzeki besevisi ye-Cloud Interconnect. Le sevisi isiza ukuvimbela idatha yakho ukuthi ingangeni ku-inthanethi yomphakathi futhi ingahlinzeka ngokusebenza okungaguquguquki kokudluliswa kwedatha okukhulu. Ngokuvamile, i-Cloud Interconnect inikeza ama-SLA ngokutholakala kwenethiwekhi nokusebenza kwenethiwekhi yawo. Xhumana ngqo nomhlinzeki wesevisi ukuze ufunde kabanzi. I-Cloud Interconnect iphinde isekele ikheli eliyimfihlo, i-RFC 1918, ukuze ifu libe isandiso sesikhungo sakho sedatha esiyimfihlo ngaphandle kwesidingo samakheli e-IP omphakathi noma ama-NAT.

 I-inthanethi iqhathaniswa nokudlulisa ungaxhunyiwe ku-inthanethi
Isinqumo esibalulekile esokuthi usebenzise inqubo engaxhunyiwe ku-inthanethi noma ye-inthanethi ukuze udlulise idatha yakho. Okusho ukuthi, kufanele ukhethe phakathi kokudlulisa ngenethiwekhi, noma ngabe ukuxhumana okuzinikele noma i-inthanethi yomphakathi, noma ukudlulisa ngokusebenzisa ihadiwe yokulondoloza.

Ukusiza ngalesi sinqumo, sinikeza isibali sokudlulisa ukuze sikusize ulinganisele isikhathi nomehluko wezindleko phakathi kwalezi zinketho ezimbili. Ishadi elilandelayo liphinde libonise ezinye izivinini zokudlulisa zosayizi abahlukahlukene bedathasethi kanye nomkhawulokudonsa. Inani elithile le-overhead yokuphatha yakhelwe kulezi zibalo

Njengoba kuphawuliwe ekuqaleni, ungase udinge ukucabangela ukuthi ingabe izindleko zokufinyelela ukubambezeleka okuphansi kokudluliswa kwedatha yakho (njengokuthola umkhawulokudonsa wenethiwekhi) ziyasuswa yini inani lalolo tshalomali enhlanganweni yakho.

 Izinketho zitholakala ku-Google
I-Google inikeza amathuluzi ambalwa nobuchwepheshe ukukusiza wenze ukudlulisa idatha

 Inquma phakathi kwezinketho zokudlulisa ze-Google
Ukukhetha inketho yokudlulisa kuncike esimweni sakho sokusebenzisa, njengoba ithebula elilandelayo libonisa

|
|Lapho uhambisa khona idatha |
|Isimo |
|Imikhiqizo ephakanyisiwe
|Omunye umhlinzeki wamafu (ngokwesibonelo, i-Amazon Web Services noma i-Microsoft Azure) ku-Google CloudStorage Transfer Service|
|Isitoreji Samafu Kusitoreji Samafu (amabhakede amabili ahlukeneIsevisi Yokudlulisa Isitoreji|
|Isikhungo sakho sedatha esiyimfihlo ku-Google Cloud||Umkhawulokudonsa owanele ukuhlangabezana nomnqamulajuqu wephrojekthi yakho
|
ngaphansi kuka-1 TB wedatha
|
|
|Isikhungo sakho sedatha esiyimfihlo ku-Google Cloud||Umkhawulokudonsa owanele ukuhlangabezana nomnqamulajuqu wephrojekthi yakho
|
ngaphezu kwe-1 TB yedatha
|Isevisi Yokudluliswa Kwesitoreji yedatha yasendaweni|
|Isikhungo sakho sedatha esiyimfihlo ku-Google Cloud||Awukho umkhawulokudonsa owanele ukuhlangabezana nomnqamulajuqu wephrojekthi yakho||Dlulisa Umshini Kagesi|
i-gsutil yokudluliselwa okuncane kwedatha yasendaweni
I
ithuluzi le-gsutil
iyithuluzi elijwayelekile lokudluliswa kosayizi omncane ukuya omaphakathi (ngaphansi kuka
1 TB) ngenethiwekhi evamile yesikali sebhizinisi, kusukela kusikhungo sedatha esiyimfihlo
ku-Google Cloud. Sincoma ukuthi ufake
gsutil endleleni yakho ezenzakalelayo
uma usebenzisa
Igobolondo Lefu

Iyatholakala futhi ngokuzenzakalela uma ufaka i-
I-Google Cloud CLI

Ithuluzi elithembekile elinikeza zonke izici eziyisisekelo ozidingayo ukuze uzilawule
lakho
Isitoreji Samafu
izimo, okuhlanganisa ukukopisha idatha yakho iye noma uyisuse ohlelweni lwamafayela wendawo kanye
Isitoreji Samafu. Ingakwazi futhi ukuhambisa futhi iqambe kabusha izinto futhi yenze
ukuvumelanisa okukhuphukayo kwesikhathi sangempela, njenge
rsync, ebhakedeni Lesitoreji Samafu

I-gsutil iwusizo ikakhulukazi kulezi zimo ezilandelayo:
- Ukudluliselwa kwakho kudinga ukwenziwa ngendlela edingekayo, noma phakathi nezikhathi zomugqa womyalo ngabasebenzisi bakho

- Udlulisela kuphela amafayela ambalwa noma amafayela amakhulu kakhulu, noma womabili

- Usebenzisa okukhiphayo kohlelo (ukusakaza okukhiphayo ku-Cloud Storage)

- Udinga ukubuka uhla lwemibhalo olunenani elilinganiselwe lamafayela futhi uvumelanise noma yiziphi izibuyekezo ezinokubambezeleka okuphansi kakhulu

Izisekelo zokuqala ngazo
gsutil ku
dala ibhakede Lesitoreji Samafu
futhi
kopisha idatha
kulelo bhakede. Ngokudluliswa kwamadathasethi amakhulu, kunezinto ezimbili okufanele zenziwe
cabanga:
Ukudlulisa okunemicu eminingi, sebenzisa
i-gsutil -m

Amafayela amaningana acutshungulwa ngokuhambisana, okwandisa isivinini sakho sokudlulisa

Ngefayela elilodwa elikhulu, sebenzisa Ukudluliselwa Okuhlanganisiwe

Le ndlela iphula amafayela amakhulu abe izingcezu ezincane ukuze kwandiswe isivinini sokudlulisa. Amaqoqo adluliswa futhi aqinisekiswe ngokuhambisana, athumela yonke idatha ku-Google. Uma izingcezu zifika kwa-Google, ziyahlanganiswa (okubizwa ngokuthi
composing) ukwakha into eyodwa

Ukudluliswa okuyinhlanganisela nge-gsutil kunezihibe ezithile, okuhlanganisa ukuthi ucezu ngalunye (hhayi yonke into) luhlolwa ngokwalo, futhi ukwakheka kwamakilasi okugcina abandayo kubangela izinhlawulo zokususa ngaphambi kwesikhathi.

 Isevisi Yokudlulisa Isitoreji ngokudluliswa okukhulu kwedatha yasendaweni
Thanda
gsutil,
Isevisi Yokudluliswa Kwesitoreji yedatha yasendaweni
inika amandla ukudluliselwa kusuka kusistimu yefayela yenethiwekhi (NFS) isitoreji kuya
Isitoreji Samafu. Nakuba
I-gsutil ingasekela osayizi abancane bokudlulisa (up
ukuya ku-1 TB), Isevisi Yokudluliswa Kwesitoreji yedatha yasendaweni yakhelwe
ukudluliselwa kwezinga elikhulu (kufika kuma-petabytes edatha, izigidigidi zamafayela). Iyasekela
amakhophi agcwele noma amakhophi akhuphukayo, futhi isebenza kuzo zonke izinketho zokudlulisa ezisohlwini
ngaphambili ku
Inquma phakathi kwezinketho zokudlulisa ze-Google. It
futhi inesixhumi esibonakalayo somsebenzisi esilula, esiphethwe; ngisho non-technical savvy
abasebenzisi (ngemuva kokusetha) bangayisebenzisa ukuhambisa idatha

Isevisi Yokudluliswa Kwesitoreji yedatha yasendaweni iwusizo ikakhulukazi kulezi zimo ezilandelayo:
- Unomkhawulokudonsa otholakalayo owanele wokuhambisa amavolumu edatha (bona I-Google Cloud Data Transfer Calculator)- Usekela isisekelo esikhulu sabasebenzisi bangaphakathi abangase bathole umugqa womyaloithuluzi elifana ne-gsutilchallenging ukusebenzisa- Udinga ukubikwa kwephutha okuqinile kanye nerekhodi lawo wonke amafayela nezinto ezihanjisiwe- Udinga ukukhawulela umthelela wokudluliselwa kweminye imisebenzi esikhungweni sakho sedatha (lo mkhiqizo ungahlala ngaphansi komkhawulo womkhawulokudonsa oshiwo umsebenzisi)- Ufuna ukuqalisa ukudluliselwa okuphindelelayo ohlelweniUmisa Isevisi Yokudluliswa Kwesitoreji kudatha yasendaweni ngokufaka ku-isofthiwe yezakhiwo [eyaziwa ngokuthi *ama-agent*] kumakhompyutha asesikhungweni sakho sedatha.Lawa ma-ejenti angu-akuziqukathi ze-Docker, okwenza kube lula ukusebenzisa eziningi zazo nomaziwahlele nge-KubernetesNgemva kokuqedwa kokusetha. , abasebenzisi bangakwazi ukuqalisa ukudluliselwa kukhonsoli ye-Google Cloud ngokuthingokuhlinzeka ngohla lwemibhalo lomthombo, ibhakede lendawo, nesikhathi noma uhleloIsevisi Yokudluliswa Kwesitoreji ihamba ngokuphindaphindiwe kuhlu lwemibhalo namafayela kokuthiumthombo wemibhalo futhi udale izinto ezinegama elihambisanayo kokuthiIsitoreji Samafu [into /dir/foo/file.txt iba into esebhakedeni okuyiwa kulo eliqanjwe /dir/foo/file.txt].Isevisi Yokudluliswa Kwesitorejiizama kabusha ngokuzenzakalelayo ukudlulisa lapho ihlangabezana nanoma imaphi amaphutha esikhashanaNgenkathi ukudlulisa kusasebenza, ungakwazi ukuqapha ukuthi mangaki amafayela ahanjiswayo futhisisonke isivinini sokudlulisa, futhi ungakwazi ukubuka amasampula ephuthaUma ukudlulisa sekuqediwe, ifayela elihlukaniswe ngethebhu (TSV) likhiqizwa ngerekhodi eligcwele lawo wonke amafayela athintiwe kanye nanoma yimiphi imilayezo yephutha etholiwe.Ama-ejenti ayawabekezelela amaphutha, ngakho uma i-ejenti yehla, ukudluliswa kuyaqhubeka nabasebenzeli abasele.Ama-ejenti nawo ayazibuyekeza futhi ayaziphilisa, ngakho-ke akudingeki ukhathazeke ngokuchibiyela izinguqulo zakamuva noma uqale kabusha inqubo uma yehla ngenxa yenkinga ebingalindelekileIzinto okufanele uzicabangele lapho usebenzisa Isevisi Yokudlulisa Isitoreji:Sebenzisa ukusethwa kwe-ejenti efanayo kuwo wonke umshini.Bonke abasebenzeli kufanele babone ukukhwezwa kweSistimu Yefayela Yenethiwekhi (NFS) ngendlela efanayo (izindlela ezifanayo ezihlobene).Lokhu kusetha kuyimfuneko ukuze umkhiqizo usebenze.Ama-ejenti amaningi aphumela ngesivinini esengeziwe.Ngenxa yokuthi ukudluliselwa kufana ngokuzenzakalela kuwo wonke ama-ejenti, sincoma ukuthi ukhiphe ama-ejenti amaningi ukuze usebenzise umkhawulokudonsa wakho otholakalayo.Amakhephu omkhawulokudonsa angavikela umthwalo wakho wokusebenza.Eminye imithwalo yakho yomsebenzi kungenzeka isebenzisa umkhawulokudonsa wesikhungo sakho sedatha, ngakho-ke setha ikhephu yomkhawulokudonsa ukuze uvimbele ukudluliswa kokuthikamezi ama-SLA akho.Hlela isikhathi sokubuyekeza amaphutha.Ukudluliselwa okukhulu ngokuvamile kungase kubangele amaphutha adinga ukubuyekezwa.Isevisi Yokudlulisa Isitoreji ikuvumela ukuthi ubone isampula yamaphutha atholwe ngokuqondile kukhonsoli ye-Google Cloud.Uma kudingeka, ungakwazi ukulayisha irekhodi eligcwele lawo wonke amaphutha okudlulisela ku-BigQuery ukuze uhlole amafayela noma uhlole amaphutha asele ngisho nangemva kokuzama futhi.Lawa maphutha angase abalwe ukusebenzisa izinhlelo zokusebenza ebezibhalela umthombo ngenkathi kwenzeka ukudluliselwa, noma amaphutha angase aveze inkinga edinga ukuxazululwa kwenkinga (isibonelo, iphutha lezimvume).Setha Ukuqapha Kwamafu ukuze udlulise isikhathi eside.Isevisi Yokudlulisa Isitoreji ivumela Ukuqapha ukuqapha impilo ye-ejenti nokusebenza kwayo, ukuze ukwazi ukusetha izexwayiso ezikwazisayo uma ama-ejenti ephansi noma edinga ukunakwa.Ukuphatha ukwehluleka komenzeli kubalulekile ekudluliselweni okuthatha izinsuku ezimbalwa noma amaviki, ukuze ugweme ukwehla okuphawulekayo noma iziphazamiso ezingase zibambezele umugqa wesikhathi wephrojekthi yakhoDlulisa Umshini Wokudluliswa Kwemali ukuze uthole ukudluliselwa okukhuluNgokudlulisa okukhulu (ikakhulukazi okudluliswayo okunomkhawulokudonsa wenethiwekhi olinganiselwe), I-Transfer Appliance iyindlela enhle kakhulu, ikakhulukazi uma uxhumano lwenethiwekhi olusheshayo lungatholakali futhi kubiza kakhulu ukuthola umkhawulokudonsa owengeziweUkudlulisa Izinto zikagesi ziwusizo ikakhulukazi kulezi zimo ezilandelayo:- Isikhungo sakho sedatha sisendaweni ekude enomkhawulo noma ongenakho ukufinyelela kumkhawulokudonsa- Umkhawulokudonsa uyatholakala, kodwa awukwazi ukutholwa ngesikhathi ukuze kuhlangatshezwane nomnqamulajuqu wakho- Unokufinyelela kuzinsizakusebenza ukuze wamukele futhi uxhume izinto zikagesi kunethiwekhi yakhoNgale nketho, cabangela lokhu okulandelayo:- Ukudlulisa Indlela yokusebenza kudinga ukuthi ukwazi ukwamukela futhi ubuyisele ihadiwe ephethwe yi-Google- Kuye ngoxhumo lwakho lwe-inthanethi, ukubambezeleka kokudlulisa idatha ku-Google Cloud ngokuvamile kuphakeme ngokuthi Dlulisa Umshini kune-inthanethi- Ukudlulisa Umshini Kagesi kutholakala kuphela emazweni athileImibandela emibili eyinhloko okufanele icatshangelwe Nge-Transfer Appliance yizindleko nesivinini.Ngokuxhumeka kwenethiwekhi okunengqondo (isibonelo, 1 Gbps), ukudlulisa u-100 TB wedatha ku-inthanethi kuthatha izinsuku ezingaphezu kweziyi-10 ukuqeda.Uma leli zinga lamukelekile, ukudluliswa kwe-inthanethi cishe kuyisixazululo esihle sezidingo zakho.Uma unoxhumo oluyi-100 Mbps kuphela (noma okubi nakakhulu usuka endaweni ekude), ukudlulisa okufanayo kuthatha izinsuku ezingaphezu kweziyi-100.Kuleli qophelo, kufanelekile ukucabangela inketho yokudlulisela ungaxhunyiwe ku-inthanethi efana Nokudlulisa IsisetshenziswaUkuthola Isisetshenziswa Sokudlulisa kuqondile.Kukhonsoli Yamafu Ye-Google, ucela Isisetshenziswa Sokudlulisa, bonisa ukuthi unedatha engakanani, bese i-Google ithumela isisetshenziswa esisodwa noma ngaphezulu endaweni oyicelile.Unikezwa inani lezinsuku zokudlulisa idatha yakho entweni esetshenziswayo ("ukuthwebula idatha") bese uyithumela emuva ku-GoogleIsikhathi esilindelekile sokushintsha into esetshenziswayo yenethiwekhi ezothunyelwa, zilayishwe nedatha yakho, zithunyelwe futhi, futhi zifakwe kabusha ku-Google Cloud yizinsuku ezingu-20.Uma isikhathi sakho sokudlulisa ku-inthanethi sibalwa ngokuthi singaphezu kwalesi sikhathi, cabanga ngohlelo lokusebenza lokudlulisa.Izindleko eziphelele zenqubo yedivayisi ye-TB engu-300 ingaphansi kuka-$2,500Isevisi Yokudluliswa Kwesitoreji yokudluliselwa kwamafu kuya kumafuIsevisi Yokudlulisa Isitoreji iyisevisi ephethwe ngokugcwele , isevisi ekala kakhulu yokwenza ukudluliselwa ngokuzenzakalelayo kusuka kokunye umphakathi ukuya ku-Cloud Storage.Isekela ukudluliselwa ku-Cloud Storage kusukela ku-Amazon S3 naku-HTTPKu-Amazon S3, ungahlinzeka ngokhiye wokufinyelela kanye nebhakede le-S3 elinezihlungi ozikhethela ukuthize-S3 izinto ongazikhetha, bese ukopisha izinto ze-S3 kunoma iyiphi ethi
Ibhakede Lesitoreji Samafu. Isevisi futhi isekela amakhophi nsuku zonke noma iyiphi
izinto eziguquliwe. Isevisi okwamanje ayikusekeli ukudluliswa kwedatha
*kuya*
I-Amazon S3

Ku-HTTP, unganikeza Isevisi Yokudlulisa Isitoreji uhlu lwama-URL asesidlangalaleni
ifomethi ecacisiwe

Le ndlela idinga ukuthi ubhale iskripthi esinikeza usayizi wento ngayinye
ifayela ngamabhayithi, kanye ne-Base64-encoded MD5 hash yokuqukethwe kwefayela

Kwesinye isikhathi usayizi wefayela kanye ne-hashi kuyatholakala kuwebhusayithi yomthombo. Uma
hhayi, udinga ukufinyelela kwasendaweni kumafayela, lapho kunjalo, kungase kube lula uku
sebenzisa
gsutil, njengoba kuchazwe ngaphambili

Uma unokudluliselwa endaweni, Isevisi Yokudlulisa Isitoreji iyindlela enhle yokuthola idatha nokuyigcina, ikakhulukazi uma idluliswa isuka kwelinye ifu lomphakathi.

 Ezokuphepha
Kubasebenzisi abaningi be-Google Cloud, ukuvikeleka ukugxila kwabo okuyinhloko, futhi kunamazinga ahlukene okuphepha atholakalayo. Izici ezimbalwa zokuphepha okufanele zicatshangelwe zifaka phakathi ukuvikela idatha lapho uphumule (ukugunyazwa kanye nokufinyelela kumthombo nendawo yokulondoloza uhlelo), ukuvikela idatha ngenkathi usendleleni, nokuvikela ukufinyelela kumkhiqizo wokudlulisa. Ithebula elilandelayo libonisa lezi zici zokuphepha ngomkhiqizo

|
|Umkhiqizo |
|Idatha iphumule |
|Idatha kwezokuthutha |
|Ukufinyelela kokudlulisa umkhiqizo
|Dlulisa Izinto zikagesi||Yonke idatha ibethelwe kokuthi ukuphumulaIdatha ivikelwe ngokhiye abaphethwe ikhasimendeNoma ubani angakwazi uku-oda umshini, kodwa ukuze awusebenzise udinga ukufinyelela kumthombo wedatha.|
|
||Kudingeka okhiye bokufinyelela ukuze kufinyelelwe Isitoreji Samafu, esibethelwe kokuthi restData ithunyelwa nge-HTTPS futhi ibethelwe ku-transitNoma ubani angakwazi ukulanda futhi ayisebenzise
|
|Isevisi Yokudluliswa Kwesitoreji yedatha yasendaweni||Okhiye bokufinyelela abadingekayo ukuze kufinyelelwe Isitoreji Samafu, esibethelwe ngesikhathi sokuphumula. Inqubo yomenzeli ingafinyelela amafayela endawo njengoba izimvume ze-OS zivumelaIdatha ithunyelwa nge-HTTPS futhi ibethelwe kukuthuthaKumelwe ube nezimvume zomhleli wento ukuze ufinyelele amabhakede Esitoreji Samafu.|
|Isevisi Yokudlulisa Isitoreji||Kudingeka okhiye bokufinyelela kuzisetshenziswa okungezona ze-Google Cloud (isibonelo, i-Amazon S3). Okhiye bokufinyelela bayadingeka ukuze kufinyelelwe Isitoreji Samafu, esibethelwe kokuthi restData ithunyelwa nge-HTTPS futhi ibethelwe uma kuthuthwa.Kufanele ube nezimvume ze-IAM ukuze i-akhawunti yesevisi ifinyelele izimvume zomthombo nezimvume zomhleli wezinto zanoma yimaphi amabhakede Esitoreji Samafu.|
Ukuze uzuze izithuthukisi zokuphepha eziyisisekelo, ukudluliselwa ku-inthanethi kokuthi
I-Google Cloud isebenzisa
gsutil
zenziwa nge-HTTPS, idatha ibethelwe kwezokuthutha, kanye nayo yonke idatha ingena
I-Cloud Storage, ngokuzenzakalelayo, ibethelwe lapho iphumula. Ukuze uthole ulwazi ku
izikimu eziyinkimbinkimbi kakhulu ezihlobene nokuvikeleka, bheka
Ukucatshangelwa kokuphepha nobumfihlo

Uma usebenzisa
Dlulisa Umshini Kagesi,
okhiye bokuqinisekisa ubunikazi obalawulayo bangasiza ukuvikela idatha yakho. Ngokuvamile, thina
batusa ukuthi uxhumane nethimba lakho lezokuphepha ukuze uqinisekise uhlelo lwakho lokudlulisa
ihlangabezana nenkampani yakho nezidingo zokulawula

 Imikhiqizo yokudlulisa yenkampani yangaphandle
Ukuze uthole ukulungiselelwa okuthuthukisiwe kweleveli yenethiwekhi noma ukuhamba komsebenzi okuqhubekayo kokudlulisa idatha, ungase ufune ukusebenzisa amathuluzi athuthuke kakhulu. Ukuze uthole ulwazi mayelana namathuluzi athuthukile, vakashela ozakwethu be-Google

Izixhumanisi ezilandelayo zigqamisa ezinye zezinketho eziningi (ezibhalwe lapha ngokulandelana kwezinhlamvu):
- I-Aspera On Cloud isuselwe kuphrothokholi enelungelo lobunikazi le-Aspera futhi ifanele ukuhamba komsebenzi ngezinga elikhulu. Itholakala uma idingeka njengemodeli yelayisense yokubhaliselwe

- I-Cloud FastPath ka-Tervela ingasetshenziswa ukwakha ukusakazwa kwedatha ephethwe ukungena nokuphuma ku-Google Cloud. Ukuze uthole imininingwane, bheka Ukusebenzisa i-Cloud FastPath ukuze udale imifudlana yedatha

- I-Signiant inikeza i-Media Shuttle njengesixazululo se-software-as-a-service (SaaS) sokudlulisa noma yiliphi ifayela liye noma lisuka noma yikuphi. I-Signiant iphinde inikeze i-Flight njengento esetshenziswayo yokulinganisa ngokuzenzakalelayo ngokusekelwe kumthetho olandelwayo owenziwe kahle kakhulu, kanye ne-Signiant Flight Deck njengethuluzi elizenzakalelayo lokudlulisa okukhulu ezindaweni ezihlakazeke ngokwendawo.

## Isinyathelo 4: Ukulungiselela ukudluliselwa kwakho
Ukuze uthole ukudluliselwa okukhulu, noma ukudluliselwa okuncike kakhulu, kubalulekile ukuqonda ukuthi uwusebenzisa kanjani umkhiqizo wakho wokudlulisa. Amakhasimende ngokuvamile adlula ezinyathelweni ezilandelayo:
Intengo nokulinganisa kwe-ROI.Lesi sinyathelo sinikeza izinketho eziningi zokusiza ekuthathweni kwezinqumo. Ukuhlola okusebenzayo.Kulesi sinyathelo, uyaqinisekisa ukuthi umkhiqizo ungasethwa ngempumelelo nokuthi uxhumano lwenethiwekhi (lapho kufanele khona) luyasebenza. Futhi uhlola ukuthi ungakwazi ukuhambisa isampula emele idatha yakho (okuhlanganisa nezinyathelo zokungadluliseli, njengokuhambisa isenzakalo se-VM) uye endaweni oya kuyo.

Ngokuvamile ungenza lesi sinyathelo ngaphambi kokwaba zonke izinsiza ezifana nemishini yokudlulisa noma umkhawulokudonsa. Imigomo yalesi sinyathelo ihlanganisa okulandelayo:
- Qinisekisa ukuthi ungakwazi ukufaka futhi usebenzise ukudluliswa

- Bheka izinkinga ezingase zimise iphrojekthi ezivimba ukunyakaza kwedatha (isibonelo, imizila yenethiwekhi) noma imisebenzi yakho (isibonelo, ukuqeqeshwa okudingekayo esinyathelweni sokungadluliseli)

Ukuhlolwa kokusebenza.Kulesi sinyathelo, usebenzisa ukudluliswa kwesampula enkulu yedatha yakho (ngokujwayelekile 3âÃÂÃÂ5%) ngemuva kokuthi izinsiza zokukhiqiza zabelwe ukwenza lokhu okulandelayo:
- Qinisekisa ukuthi ungasebenzisa zonke izinsiza ezabiwe futhi ungafinyelela ekutholeni izivinini ozilindele

- Indawo futhi ulungise izingqinamba (ngokwesibonelo, uhlelo lokugcina umthombo olunensayo)

## Isinyathelo 5: Ukuqinisekisa ubuqotho bokudlulisa kwakho
Ukusiza ukuqinisekisa ubuqotho bedatha yakho ngesikhathi sokudlulisa, sincoma ukuthi uthathe izinyathelo zokuphepha ezilandelayo:
- Nika amandla ukwenza inguqulo nokwenza ikhophi yasenqolobaneni endaweni oya kuyo ukuze ukhawulele umonakalo wokususa ngephutha

- Qinisekisa idatha yakho ngaphambi kokukhipha idatha yomthombo

Ngokudluliswa kwedatha kwesilinganiso esikhulu (ngama-petabytes wedatha nezigidigidi zamafayela), izinga lephutha lesisekelo elicashile lesistimu yokugcinwa komthombo ongaphansi eliphansi njengo-0.0001% lisaholela ekulahlekeni kwedatha yezinkulungwane zamafayela namagigabhayithi. Ngokuvamile, izinhlelo zokusebenza ezisebenza emthonjeni seziyakwazi ukubekezelela lawa maphutha, lapho ke, ukuqinisekiswa okwengeziwe akudingekile. Kwezinye izimo ezihlukile (isibonelo, ingobo yomlando yesikhathi eside), ukuqinisekiswa okwengeziwe kuyadingeka ngaphambi kokuthi kuthathwe njengokuphephile ukususa idatha emthonjeni.

Ngokuya ngezidingo zesicelo sakho, sincoma ukuthi wenze ezinye izivivinyo zobuqotho bedatha ngemva kokuqedwa kokudlulisa ukuze uqinisekise ukuthi uhlelo lokusebenza luyaqhubeka nokusebenza njengoba kuhlosiwe. Imikhiqizo eminingi yokudlulisa inokuhlolwa kobuqotho bedatha eyakhelwe ngaphakathi. Nokho, kuye ngephrofayela yakho yobungozi, ungase ufune ukwenza isethi eyengeziwe yokuhlola kudatha kanye nezinhlelo zokusebenza ezifunda leyo datha ngaphambi kokuthi ususe idatha emthonjeni. Isibonelo, ungase ufune ukuqinisekisa ukuthi i-checksum oyirekhodile waphinde wayihlanganisa ngokuzimela ifana nedatha ebhalwe endaweni oya kuyo, noma uqinisekise ukuthi idathasethi esetshenziswe uhlelo lokusebenza idluliselwe ngempumelelo.

## Ukuthola usizo
I-Google Cloud ikunikeza izinketho nezinsiza ezahlukahlukene ukuze uthole usizo oludingekayo nosekelo ukuze usebenzise kangcono izinsiza ze-Google Cloud:
Izinsiza zokuzisiza.Uma ungakudingi ukwesekwa okuzinikele, unezinketho ezahlukene ongazisebenzisa ngejubane lakho. Ozakwethu bobuchwepheshe.I-Google Cloud ibambisene nezinkampani eziningi ukukusiza ukuthi usebenzise imikhiqizo namasevisi wethu. Amasevisi ochwepheshe e-Google Cloud.Amasevisi ethu ochwepheshe angakusiza ukuthi uthole okuningi kutshalomali lwakho ku-Google Cloud

Kunezinsiza ezengeziwe zokusiza ukuthutha imithwalo yomsebenzi iye ku-Google Cloud ku-Google Cloud Migration Center

Ukuze uthole ulwazi olwengeziwe mayelana nalezi zinsiza, bona isigaba sosizo sokuthola Ukuthuthela Ku-Google Cloud: Ukuqalisa

## Yini elandelayo
- Uma unemibuzo mayelana nokuklama uhlelo lokudlulisa noma mayelana nesimo esithile sokusebenzisa, ungaxhumana Nosekelo Lwefu Le-Google, noma uxhumane nethimba lakho le-Akhawunti ye-Google ngokuqondile

- Ukuze uqalise ekudluliseleni kwakho, sinikeza imihlahlandlela elandelayo:
- Ngamaqhinga ajwayelekile okuthutha idatha: Ukuthutha uhlelo lokusebenza lwe-monolithic kuma-microservices ku-Google Kubernetes Engine
- Ngokudluliswa okungaxhunyiwe ku-inthanethi: Dlulisa Umshini Kagesi
- Ngokudluliswa kwe-inthanethi okuvela efwini lomphakathi: Isevisi Yokudlulisa Isitoreji
- Hlola izakhiwo eziyisethenjwa, imidwebo, okokufundisa, nemikhuba engcono kakhulu mayelana ne-Google Cloud. Bheka i-Cloud Architecture Center yethu.