Hōʻike: Ke kūʻai aku nei ʻoe i kahi lawelawe a huahana paha ma o kā mākou mau loulou, loaʻa iā mākou i kekahi manawa he komisina.

9 ʻO nā ʻenehana a me nā moʻo ʻana ʻo Cloud Computing (2022)

Ua lohe paha ʻoe i ke hui ʻana o ke ao, ʻoiai inā ʻaʻole ʻoe i ʻike i ia mea.

A ua hoʻohana ʻoe iā DEFINITELY ka hoʻohana ʻana i ka ʻenehana uila, ʻoiai inā ʻaʻole ʻoe i ʻike i ia mea.

Aʻo ʻili kikohi ʻo Cloud i kekahi manawa, akā i nā makahiki i hala ua lilo ʻo ia i mea hou aʻe.

Ma kēia helu ʻana, ʻo ka hoʻololi i ka hoʻopili ʻana i ke ao kekahi o nā mea ʻenehana loea koʻikoʻi a ke wehewehe nei i ko mākou manawa.

ʻOiai a maikaʻi kēia mau helu inā makemake ʻoe, ke haʻi nui nei lākou no ka wā o ka pūnaewele a me nā ʻenehana.

Ma mua o mākou e lele i loko, e wehewehe pōkole wau e pili ana i ke ʻano o ka ʻā ao.ʻ statisticspana helu e-commerce. "

Cloud computing aʻoiai he wehewehe nui. ʻO ka ʻōlelo ākea, ʻo ia ka hoʻohana ʻana i nā kumuwaiwai kamepiula ʻaʻole i kū pololei a i ʻole alakaʻi i ka hāʻawi ʻana i ka mana hoʻomohala.

Eia kekahi ala maʻalahi e hoʻohuli ai iā ia, ma ka lokomaikaʻi o Wikipedia (ka mea hou aʻe ka ʻike inā makemake ʻoe):

Cloud_computing

E loaʻa paha iā ʻoe kahi hilahila e pili ana i ka ʻokoʻa ma waena o ka hoʻonohonoho kikowaena a me ka hoʻonohonoho pūnaewele pūnaewele. Paaau ʻole kēia mai blog hūnā.

E waiho maʻalahi, hoʻolaha ka hūnā pūnaewele pūnaewele / ke hoʻohana ʻana i ka wahi kikowaena kikowaena pūnaewele no nā papahana pūnaewele.

Hiki i ka computing Cloud ke hoʻohui pū me ka pūnaewele pūnaewele, akā ʻoi aku nō hoʻi i kekahi. No ka mea, ʻo ka ʻāʻī ʻana o ke ao iā ia iho he ʻāpana o nā mea like ʻole e like me ka ʻoi aku i nā hana ma kahi ʻenehana.

I ka hiki ʻana aku i ka hānai:

Ma mua o ka hoʻolimalima ʻana i kahi pūnaewele ma kahi kikowaena pilikino, hoʻohana ʻoe i kahi kikowaena helu pau. ʻO ke kikowaena kikowaena, ka mea e hoʻokipa nei e hoʻohana i ke ao e hāʻawi ʻoi aku ka nui o ka manawa e hoʻonui a kiʻekiʻe aʻe.

Hou kamailio:

Hiki iā ʻoe ke heluhelu e pili ana i nāʻokoʻaʻokoʻa ma waena o ka hoʻonohonoho uila a me ka mālama pūnaewele ma ʻaneʻi, a ʻoi aku i nā ʻokoʻa ma waena o ka ʻokoʻa kikowaena kikowaena a me ka hoʻonohonoho pūnaewele ma ʻaneʻi.

Akā manaʻo wau ua lawa ka wehewehe ... no laila e ʻū ma loko o nā stats!

Helu 1: ʻO ka mākeke hoʻonohonoho kōʻai honua e pili ana i $ 272 BILLION ma 2018, a hoʻomakaʻo ia e loaʻa nui ka WAY i nā makahiki e hiki mai ana.

keia hiki mai nā ʻikepili iā mākou mai MarketsandMarkets. ^ E Ha yM. He ʻoihana kaulana nona ka lawelawe a e hoʻohana ʻia e kekahi o nā ʻoihana maikaʻi loa o ka honua.

Eia eia ka ʻōlelo a MarketsandMarkets iā mākou:

Cloud computing mākeke nui a me ka ulu

ʻO ka hoʻolālā nui o ka 2018 no ka nui o ka mākeke mākeke honua puni i $ 272 biliona.

(ʻAe, ʻike wau ua 2022 ia, akā ua hoʻokuʻu ʻia kēia hōʻike i ka 2019 a me kekahi manawa ke kumukūʻai o ka maikaʻi he maʻalahi no ka wā).

Eia naʻe, he naʻaupō nā helu helu, no ka mea ke wānana nei lākou i ka ulu ikaika…

… Ke ala āpau i kahi kānalua ma mua o ka kānalua o ka mākeke ma 2023, i $ 623 biliona.

ʻO ia ka mea nui loa, a ʻo ia hoʻi ke hōʻike hou nei i nā mea a pau e hele ana i ke ao.

He mea kupaianaha nō ka ʻike ʻana i ka ulu ʻana e nā ʻāpana: ʻoi aku ka manaʻo o kēlā me kēia wahi e ʻike i ka nui o ka ulu ʻana, me nā wahi kūlike o ka mākeke e noho like ana.

Dang. Akā paʻa kēlā mea i ke ao holoʻokoʻa - ʻaʻole nā ​​ʻoihana o ke mākeke hōʻa no ke ao.

E komo ana wau i kekahi mau ʻākala kūikawā hou aʻe:

Nānā 2: Ka hoʻohana kālā ʻana ma ka lawelawe o ke ao holoʻokoʻa ma mua o ka pālua i ka 2023.

Maʻalahi paha ʻoe i ka huaʻōlelo 'cloud awan.'

Koho maʻalahi: kahi ʻāpana kūʻokoʻa i lilo kahi mea hoʻohana wale ʻia e hoʻokahi ʻoihana / hui. ʻO kahi ao ākea kahi kapua e hoʻohana nui ai e nā ʻoihana / ʻo nā mea hana.

ʻAʻole ia ka mea like me ka mea i hoʻokaʻawale ʻia ma ke kikowaena paʻa, akā ke loaʻa kahi like / mua.

ʻOiaʻiʻo, aia nō nā ao honu: mau ao ākea e hoʻopili ai a hui pū ʻia me nā mea pilikino. ʻO kekahi o kēlā mau kalepa ma ke kahua.

ʻO kēia ʻatikala mai Cloudflare, he hui cloud alakaʻi, hana maikaʻi kāna hana e wehewehe ana inā makemake ʻoe e heluhelu hou.

No laila, kaulana loa nā ʻaha ākea no nā kumu maopopo: ke kumukūʻai ʻoi aku a hana maikaʻi ʻia.

A me ka hōʻoia o ko lākou kaulana aia ma kēia helu mai ka International Data Corporation (IDC), kahi hui kūʻai kaiaulu i hoʻokumu honua i nā makahiki he ʻumi.

Eia kēia:

ao e kau ai i ke ao ʻana ma ka ulu ʻana o ke ao ākea

Hoʻohālikelike nā helu i ko ka helu hope, akā, ʻaʻole ia he mea e haohao ai.

ʻO kahi ʻāpana nui o ke ao ka mea o ke ao ākea, a ke hōʻike nei i ka ʻano like o ka mākeke āpau holoʻokoʻa.

ʻOiaʻiʻo, aia nā ʻokoʻa ma waena o ka "hoʻolilo kālā" X a me ka "māla o ka nui o" X, akā ua eli wau.

Manaʻo wau maanei hiki iā mākou ke hoʻomau i ko mākou kamaʻilio e pili ana i nā ʻano 'ao like ʻole o nā lawelawe kapuaʻi.

Helu 3: ʻO nā lawelawe lawelawe kapuaʻi ka wikiwiki o nā lawelawe umauma, ma kahi o 40% ulu.

ʻO ka mea mua, kahi wehewehe wehewehe maʻalahi no ka mea ʻike ʻole.

He ʻenehana kikowaena i kahi lawelawe (IaaS) kahi ʻano o ka ʻenehana kapua i loaʻa ai ka mea lawelawe i ka ʻōmole waiwai e pili ana i laila ma kahi kikowaena data moʻokalaleo.

Hoʻopili kēia (akā, ʻaʻole ia i kaupalena ʻia) nā kikowaena, nā pūnaewele mālama, nā pūnaewele hoahana, a me ka hoʻokalakupua i ke kahua (a me nā mea kikowaena e mālama ai).

Hoʻohui kekahi i kekahi o nā pono o ka hoʻokalakupua o ke ao a mālama pū me nā poʻe o nā kikowaena e holo pololei ana: e kiʻi ʻoe e hoʻokele pono i kāu mau kumuwaiwai, akā me ka mea ʻole i ka luna.

Hoʻokaʻawale ʻia ia mai nā polokalamu loea e like me ka lawelawe (SaaS) computing cloud, kahi e mālama ai ka mea lawelawe i nā noi a hoʻolako iā lākou ma o ka pūnaewele, akā ʻaʻole hoʻolako i nā mea waiwai.

Ua hoʻokaʻawale ʻia ia mai ke kikowaena e like me kahi lawelawe (PaaS), ka mea e hāʻawi ana i nā lako a me nā lako polokalamu ma luna o ka pūnaewele. Hoʻohana pinepine ʻia ʻo PaaS no ke kūkulu ʻana i ka noi.

Hiki iā ʻoe ke heluhelu hou aʻe e pili ana iā IaaS ma aneʻi, a i ʻole a kau i ke kaha i ka hiʻohiʻona mua i ka hoʻomaka.

ʻĀnō, e ʻae i nā helu.

Ua hana ʻia ka noiʻi e Synergy Research Group, a hōʻike ʻia e mākou e Kinsta:

e ulu mai ana i ka mākeke mākeke ulu a hoʻokaʻawale

Nui nā mea e kina ʻole ai maanei — ʻaʻole wale ke hoʻoponopono ʻia ʻo IaaS a me nā SaaS, akā he mea lehulehu a me nā mea pilikino pū kekahi. Hoʻohui hou i waena o kēia mau mea.

ʻO ka takeaway holoʻokoʻa, ʻoiai: ke ulu nei ʻo IaaS i ka nui loa, ma ka hōʻoluʻolu ma luna o 40% mai 2018 a 2019.

Nui ka ulu ʻana o ka SaaS i ka lua, akā uaʻoi aku ka lōʻihi ma hope.

A ʻoiaʻiʻo, ʻo ka ʻoihana e hana ma ka lawelawe ʻana i nā ʻenehana ʻoihana uila e hoʻomalu ʻia e nā ʻenehana loea e ʻike ʻoe.

No laila e leʻa iki i ka mea liʻiliʻi me ka ʻoiaʻiʻo aʻe:

Helu 4: ʻO Amazon ma o ka mea lawelawe nui loa o ka lehulehu IaaS cloud, ma lalo o ka HALF o ka mākeke.

ʻĀnō ua maopopo ʻoe i ke ʻano he ʻoihana he lawelawe, a he aha nā lawelawe ʻĀina nui, hiki iā mākou ke kau aku i kēia kānāwai.

No Gartner kēia, he hui noiʻi i alakaʻi ʻia i ke ao he lālā o ka SP 500.

Hiki iā ʻoe ke nānā i ka hapalua hema o kēia pakuhi i kēia manawa:

cloud computing iaas market share

Ma 2018, loaʻa iā Amazon kahi mākeke 47.8% ... kokoke ma waena o ka hapalua. ʻO kāna mea hoʻokūkū mua loa ʻo Microsoft, ka mea i lawe i 15.5% o ka mākeke ma 2018.

I kēia manawa e kuhikuhi pono i ka māhele like o Amazon Web Services 'o ka mākeke mai ka 2017 a 2018, aʻo Microsoft ka mea.

Aka ʻo Amazon nō naʻe ka lōʻihi o ka mea lawelawe ʻo Ia kapua nui loa.

No ke aha he mea koʻikoʻi o Amazon he alakaʻi i ka lehulehu, ka ʻoihana i kahi ʻoihana lawelawe lawelawe. ʻAʻole anei kahi ʻāpana kūpono o ke ao e hoʻokele ai?

Well ... aia paha ma ka pepa, ʻaʻole naʻe ma ka hana.

He kūpono kēia ʻike no ka mea ʻo ia ke kumu o nā ʻoihana - ʻoi aku ka nui o nā mea nui - e hoʻohana ana iā Amazon.

No ka mea hoʻohua, hoʻohana ʻo Netflix i nā Pūnaewele Web Amazon, he mea pono ke hoʻomaopopo no ka mea he hoʻokūkū koʻikoʻi kēia o nā kaua heʻe.

I ka ʻoiaʻiʻo, inā hoʻohana ʻoe i ka pūnaewele maʻamau i nā manawa āpau, nui nā pūnaewele āu e kipa ai a me nā hana āu e hoʻohana ai e holo nei i loko o nā kikowaena o Amazon… no laila e pili pono ia ʻoe.

Helu 5: I ka makahiki 2019, ua hoʻokomo ke ao ma waena o nā ʻoihana ma ka 94%.

He mai kēia mai Flexera, he hui IT nui e mālama ana ma luna o 30 MILLION server a me nā mea hana.

No laila e hele mākou i ka stat ... he aha ke ʻano o ka "universal"?

ʻO kēia:

awan computing ao adoption

ʻO ka mea mua, ʻae, hiki i nā hui e pane ana i kā mākou kumu i ke kumu e hoʻohana ana i ke ao ma kahi mua.

No laila aia kekahi kaila de-facto. Loaʻa kekahi manawa kūpono i ke kūpaʻa e pono ai i kekahi ʻoihana e pane ana i kahi loiloi ma ka pūnaewele, akā, he mea paʻakikī ke pale aku.

ʻO ka nūhou maikaʻi ka hohonu a ka noiʻi a mai kahi mea ʻoihana kaulana, no laila hiki ke hewa wale nō ia.

Eia nō naʻe, he nani ʻole ke kānāwai: ʻo ia ka mea e pili ana i nā ʻoihana a pau e hoʻohana i nā keʻena ʻana o ke ao, a e pili wale i nā ao āpau.

ʻOiaʻiʻo, ʻanoʻike nui hoʻi ka hūnā pilikino, e hōʻike ana i ka nui o ka lehulehu — no ka mea ʻo ka hapanui o nā hui e hoʻohana nei i ka liʻiliʻi o hoʻokahi ākea a me kahi pūnaewele pilikino hoʻokahi.

A no nā ʻano o nā ʻohana e hāpai nei i ke ao ... ʻoiai, e hele wau i kēlā me kēia mea:

Helu 6: ʻO nā hui liʻiliʻi e hoihoi i ka naʻauao e pili ana i ka naʻauao ʻoihana.

Ma mua o koʻu hōʻike ʻia ʻana iā ʻoe i ka pakuhi, e wehewehe iaʻu i ke ʻano o ka ʻona ʻo ke ao ʻana (BI):

Maʻalahi loa, e like me ka maʻalahi a me ke kānalua. ʻO Cloud BI ʻo ia nā mea hana no ka naʻauao o ka ʻoihana - e like me nā analytics, dashboards, nā ana ʻana i ka hoʻokō (KPI), a pēlā aku — e hoʻokumu ʻia ana ke ao.

No laila, e hoʻokau iā ia.

Ua hana ʻia ka hana mua e Dresner Advisory Services, a me nā mea kiʻekiʻe a me nā kiʻi nui i hōʻike ʻia mai iā mākou e Forbes.

Nānā iā ia:

cloud computing mea nui o BI e ka nui

ʻO ka mea mua āu e ʻike ai he ana kēia ʻāpana i nā kiʻekiʻe i ka ʻike mau ʻana.

No laila ʻo ke kaupaona ʻana (ʻo ke kiʻekiʻe o ka mana nui o nā mea hoʻohana huna BI he mea pono ke lawelawe ʻia) a like ʻole no kahi hui me nā limahana liʻiliʻi a hoʻokahi me nā kaukani.

KOHū, inā ke nānā pono aku ʻoe, ʻoi aku ka liʻiliʻi o nā ʻoihana liʻiliʻi (1-100 lālā) i noho nui i ka pahu BI he 'koʻikoʻi' - he mea nui loa ia e hiki ai.

Hoʻohālikelike ʻia ma kahi o 20% mai nā papa liʻiliʻi i ka haʻahaʻa-emi-10% mai nā hui me ka 1,000 a me 5,000 mau lālā.

Mai kuhi hewa ʻole wau, he mau ʻāpana hoʻokahi wale nō nā hāmeʻa i ke kumuhana nui.

Akā e pili ana i kēlā me kēia ʻoihana e loaʻa i kahi pūnaewele pūnaewele nui a i ʻole ka hoʻoili ʻana a makemake paha a hoʻohana i kēia mea. ʻOi paha, me ka hōʻike ʻana o nā hōʻike, ʻo nā mea liʻiliʻi.

Ma ka ʻatikala o nā hana ʻoihana e hoʻololi ana, a ma hope aʻe mākou i kēia:

Helu 7: 69% o nā hui i hana i nā hana hou i kā lākou ʻoihana IT.

Lawe mai kēia ʻike i ka IDG, a i ʻole International Data Group, kahi hui kaulana i haʻi aku ai ma mua wau (ʻo ka IDC kahi ʻāpana IDG).

I mua o kou kāwele ʻana i koʻu poʻo, ʻaʻole kēia he 69% o nā hui āpau ma ka Honua.

ʻO ka mea kupanaha, ʻaʻohe o nā keʻena ʻona IT. ʻO 69% kēia o nā hui i hoʻokele ʻia e IDG-e pili ana i nā hui 550.

Akā inā hāʻawi ʻoe i kēia mau hui i ka noiʻi i mea e paʻa hou aku i kahi ʻenehana ʻoihana, i kēia STILL ke ʻano he ʻano hou.

Eia hoʻi kēia ʻikepili hou aʻe ma ka helu helu:

cloud e hoʻopili ana i nā hana hou no ke ao

Ma kahi hapakolu o nā hui i hoʻohui i kahi mea hana uila / engineer a / a i ʻole he ʻōnaehana hoʻonohonoho nenehana i hana i ko lākou mau keʻena.

Makemake wau i kēia helu no ka mea ʻoi aku ka lepo: ʻo kēlā mau piliona āpau i ke kālā a me ka loaʻa a me ka loaʻa ʻana o ka mākeke kuleana paʻakikī e noʻonoʻo.

Akā kēia? ʻO kēia ke ʻano o ka hana ʻenehana i mua o ko mākou mau maka.

Helu 8: ʻO ka liʻiliʻi o ka hapalua o nā hui e hoʻopili ana i ka ʻikepili ma ke ao.

Kēia mai kahi kumu i kū pono ai ma ke kumuhana: ʻO Gemalto kahi mea mālama mālama data e lawelawe i kekahi o nā ʻoihana nui o ka honua.

He maʻalahi a maʻalahi kēia statistic.

No laila e nānā pono ia:

kapuaʻi hoʻonohonoho uila

Yep — ma lalo o ka hapalua o nā ʻikepili āpau āpau i mālama ʻia i loko o ke ao, a ma lalo o ka hapalua kahi e hoʻopili ai i ka ʻike ʻike.

ʻO kēia, inā ʻaʻole ʻoe i ʻike, KĀNE maikaʻi. Pono nā ʻ organizationspana āpau e hoʻopoʻi i ka ʻike ʻike i loko o ke ao.

Akā ʻaʻole wau makemake e lilo ʻino loa. Hoʻopili ʻia nā mea ... ʻo ia ka mea e uhi ai nā huahana hope aʻe.

Helu 9: ʻEkolu wale o nā pūnaehana e ʻike i nā pono palekana palekana ʻoihana pono e hana maikaʻi ma ka ao.

Kēia hele mai kēia (e pili ana i ka hōʻike e mālama ana i ka malu o ke ao ma 2019 (ISC) ². ^ E Ha yM. (ISC) ² kekahi o nā waihona ʻokoʻa kaulana i ka honua.

Kūpono ka hōʻike i nā kumuwaiwai nui o kēia hui, kahi mau tausani ma luna o nā kaukani o nā hui ahahui.

A he kumu ke koʻikoʻi kēia helu helu?

ʻO nā mea ʻoiaʻiʻo kaʻu i hōʻike ai iā ʻoe i kēia manawa ua hōʻike i ka wikiwiki o ka ulu ʻana o ka hui kō. ʻO ka nui o nā ʻoihana e hoʻoiho ana i ke ao.

Akā ʻo ia ka manaʻo he nui nā ʻoihana paha i loaʻa nā lako palekana e lako ʻole no ka hoʻololi.

Eia ka mea a lākou e ʻōlelo ai:

ʻO nā mea hana hoʻomalu a me nā hana pono

Ma lalo o ka hapalua o nā hui i ninaninau ʻia ua ʻōlelo ʻia ko lākou mau mea i hoʻohana ʻia, a he 17% ka ʻōlelo a kā lākou mea kuʻuna i hana ʻole.

Ma ka huina holo, hōʻike ʻo ia i ka 2 / 3rds e ʻōlelo nei i kā lākou kūlohelohe i palena ʻole a i ʻole ka hana, a he liʻiliʻi wale nō ma mua o ke kolu e ʻōlelo nei ʻaʻole lākou i nā pilikia maoli.

No laila he aha ka mea e pani ai i kēia mau hui mai ka loaʻa ʻana o nā lako hana maikaʻi no ke ao?

E ʻae kākou i kā mākou bonus papa e ʻike ai…

Bonus:

Ua hoʻoholo wau e hoʻolei i kēia mea no ka mea kūpono ia me ka mea hope loa (ʻo ia hoʻi no ka mea nāna lākou i hōʻike mai.

Akā ma kahi i hōʻike aku ai ka mea hope i ka pono o nā hāmeʻa kuʻuna i ke ao, hōʻike kēia i nā mea e pani ai i nā hui mai ka loaʻa ʻana o nā mea pono i ke ao.

Eia iā 'oe:

mea e pale ai i nā lako palekana

ʻO nā limahana hoʻomaʻamaʻa a me nā kumukūʻai nui nā mea nui e mālama ana i nā ʻoihana mai ka neʻe ʻana i nā ʻōna palekana palekana.

ʻO ke hopohopo ma luna o ka ʻikepili pilikino a me ka ʻole o ka hoʻohui ʻana me ka ʻenehana paʻa-papa i kaulana nō hoʻi.

ʻO ia, ʻo nā mea a pau ma aneʻi e pili ana i kahi pūʻulu o nā ʻoihana.

Akā ia ʻoe no laila!

E uhaʻi i kēia, ʻeā?

Panina

ʻO kēia mau mea maoli a me nā helu i hoʻolilo i nā mea like ʻole iā ʻoe, me ka hoʻohui ʻana i nā huaʻōlelo i ʻike ʻole ʻole ai ʻoe.

Akā ʻo kahi mea nui he mea nui ia e pili ana i kēia mea, mamao a me nā ʻenehana e like me ke kani ʻana, he mea pono loa ia iā ʻoe.

Oe e hoʻohana i ka computing kikowaena mau manawa a pau, ʻoi aku a keu ka Pūnaewele, lako polokalamu a me nā pāʻani kāhea.

Pehea ʻoe e noʻonoʻo ai, e kau ana ke ao. Mālamalama iā mākou i ke ʻano maikaʻi.

A inā makemake ʻoe e kiʻi i kekahi ʻike e pili ana hou aku, a i ʻole hōʻoia i ka hōʻoia ʻana i kaʻu mau ʻōlelo, maikaʻi!

Hiki iā ʻoe ke hana i kaʻu nānā ʻana i kaʻu papa inoa o nā kuhikuhi.

Cloude Computing Infographics

E hoʻomaopopo '

ʻO MarketsandMarkets ma ka nui a me ka manaʻo o ka ulu ʻana o ka mākeke hoʻonohonoho kōʻai honua.
https://www.marketsandmarkets.com/Market-Reports/cloud-computing-market-234.html

ʻO ka IDC e pili ana i ka ulu ʻana o ka hoʻolimalima ʻana i nā lawelawe kapuaʻi aupuni:
https://www.idc.com/getdoc.jsp?containerId=prUS45340719

ʻO ka ulu ʻana o ka mākeke ma ka mahele:
https://kinsta.com/blog/cloud-market-share/

Haʻi ʻoaSaS:
https://www.gartner.com/en/newsroom/press-releases/2019-07-29-gartner-says-worldwide-iaas-public-cloud-services-market-grew-31point3-percent-in-2018

Flexera ma ka% o nā pane pane i ke ao:
https://www.flexera.com/blog/cloud/2019/02/cloud-computing-trends-2019-state-of-the-cloud-survey/

2019, kūlana o ka naʻauao pāʻoihana:
https://www.forbes.com/sites/louiscolumbus/2019/04/07/the-state-of-cloud-business-intelligence-2019/#2dcbd458287a

Hoʻolaha hoʻokolohua ʻo IDG's (International Data Group) 2018 ʻĀina uʻi (hana hou i hana ʻia ma ka ʻaoʻao 6):
https://cdn2.hubspot.net/hubfs/1624046/2018%20Cloud%20Computing%20Executive%20Summary.pdf

ʻO Gemalto ma ke kūlana o ka palekana o nā ʻoihana i ke ao:
https://safenet.gemalto.com/cloud-security-research/

2019 (ISC) ² hōʻike palekana palekana (nā pilikia me nā pale palekana palekana a me nā pale lāʻau e hele i ka lewa):
https://www.isc2.org/-/media/ISC2/Landing-Pages/2019-Cloud-Security-Report-ISC2.ashx?la=enhash=06133FF277FCCFF720FC8B96DF505CA66A7CE565