Dua saib: tom qab Internet ntawm tej yam (IoT), lub Analytics yam (AoT) yog cov zajlus kom kauj ruam tom ntej rau tus qhauj. qhov tseeb, tsis muaj tus AoT, yeej tsis yooj yim kom paub tag nrho tej zaum ntawm lub IoT. Nws yuav tsis txaus los yog noog li ntaub ntawv ntau, tiam sis qhauj tau raug tawm hauv cov ntaub ntawv thiab ua tej yam uas ua rau cov pab kiag li lawm ntau. Tseem, cov ntaub ntawv generated muaj kom zoo ntau yam txog tus lag luam. Qhov no yog AoT nyob qhov twg thiaj li tsis ncav. Cov lag luam yuav tsum sound analytics uas cov kev uas nws sau cov lag luam thiab zuag qhia tag nrho, rau cov kab hauv qab.
Txawm li cas los, Thaum qhauj npaj kom tig los AoT, txoj kev sib tw heev heev nyob rau hauv txoj kev fim lawv. IoT xwb no tseem evolving thiab AoT no rau nws kiag, li ntawd, yuav muaj ntau confusions thiab misconceptions txoj hau kev tsis ncaj ncees lawm kev nqis peev uas cov nyiaj thiab lub dag zog. Qhauj tau nqis peev pab rau technology hab koom manpower tau qhov zoo tshaj plaws hauv AoT. Ntau lub sijhawm thiab siab ntev yuav tsum nyob rau hauv txoj kev. Cov lus nug yuav tsum, coob npaum li cas yuav mus ntxiv rau tempo rau ntawd ntev?
Analytics yam
AOT – ab tsi ua tau phem?
Analytics yam tsis muaj dab tsi tab sis IoT analytics yog. Nyob rau hauv nqe lus yooj yooj yim, AoT hais generating analytics los ntawm cov ntaub ntawv generated ntawm lub IoT. IoT txhais tau tias pab kiag li lawm ob peb muaj kev cob cog rua internet yeej kis tau tej ntaub ntawv rua tej. Tam sim no, cia li muab cov ntaub ntawv yog thawj kauj ruam. Qhauj tau txheeb xyuas cov ntaub ntawv kom tus li smarter thiab ntau. Ntawm IoT analytics kuj yog siv txoj kev txiav txim siab ua nyob rau lwm lub sijhawm.
Tam sim no, Yog tias peb tsis muaj nrog lub 'Tej yam ib feem ntawm ib lo lus AoT, ces tas xwb 'Txiv analytics ,Nws yog ib qho kuj zoo ib yam li nyob qhov twg lwm cov ntaub ntawv analytics. Cov ntawm no lub 'Tej yam yog tsis muaj dab tsi tab sis IoT li.
Zoo ib yam li lwm cov ntaub ntawv analytics, AoT yuav muaj txog ntau hom nyiam zaj, Diagnostic, predictive los yog prescriptive. Piv txwv, Diagnostic thiab prescriptive analytics yuav ua tau nrog kev pab los ntawm cov kev IoT thiab txoj hau kev yuav muaj ua based rau daim phiaj generated los ntawm qhov muaj IoT li thiab lwm yam. Tab sis npog, peb yuav tsum nco ntsoov tias tag nrho cov ntaub ntawv ntawm IoT analytics/AOT tseem evolving li thiab yuav tsum tau teeb meem loj npaum li cas lub sij hawm thiab kom tau txais nqi ua hauj lwm tiag tiag.
Rau txoj kev sib tw yog dab tsi?
Thaum twg peb tham txog qhov ‘Analytics yam‘, muaj no mas muaj ob yam nyob hauv, yog ib tus qhov analytics thiab yog tus lwm tus cov ntaub ntawv sau qhov, generated los ntawm cov khoom/txuas nrog pab kiag li lawm. Analytics ib sab yog tubntxhais matured tiam sis tus biggest tej yam nyuab yog cov ntaub ntawv sau los ib sab, uas ntuj analytics yog txojkev xyoo. Li ntawd, peb yuav tau yuav ntsuas cov qhov teeb meem qub qub thaum pursuing AoT. Analytics neeg muaj ntau lub tswv yim hais txog cov ntsiab lus tus thiab tau txais insights zoo vim tus mob. Tiam sis yog txoj kev muaj tiag hauv pem teb, Yog peb muaj ib tug faj infrastructure thiab tawm kev kis tau thiab txheeb xyuas cov ntaub ntawv tsim nyog, Yog AoT meaningless.
Tam sim no, peb faib txoj kev sib tw rau ob sab hom, ib ntsais muaj quas thiab sib sab technology hab siv.
Peb pib nrog cov muaj quas txoj kev sib tw ua ntej.
Kev xwb yuab tseem ceeb tshaj plaws yog los tsim kom muaj khoom AoT lag luam cov ntaub ntawv los convince lub koom haum. Nws yuav tsis peev thiab yav tom ntej nurturing pom AoT. Tus thawj peev yuav tsum muab deploy IoT li nyob rau hauv cov chaw uas muaj sensors yuav ntes tau cov ntaub ntawv. Thaum uas npaj cov pab kiag li lawm, cov koom haum yuav pab kom tau qhov ntaub ntawv no los ntawm qhov chaw (IoT li) rau lo lus uas peb (tej zaum yuav mob staging DB los yog ntaub ntawv warehouse los yog ib co kua). Thaum kawg, ib tug zoo zoo lawm mus yuav los ua kom paub tseeb seb cov kua thiab analytics yeej tswj.
Tam sim no peb tham txog qee yam ntawm txoj kev sib tw rau technology hab siv sab.
- Cov ntaub ntawv sib tw: Yog qhov ntim ntawm cov ntaub ntawv txhua sensor generates loj loj. Tab sis npog, cov lus nug no puas yog, yog tag nrho cov ntaub ntawv tsim nyog kis? Cov lus teb yog 'Tsis yog', vim li ntawd peb yuav tsum tau paub, intelligently li cas peb thiaj li yuav kis tau cov ntaub ntawv xwb tsim nyog thiab ntaus nqe hnyav. Nws yuav ua ib analytics huv tsis khiav ntaub ntawv junk.
- Ruaj ntseg sib tw: Ruaj ntseg thiab hwm sensor generated tej ntaub ntawv tseem ceeb heev. Qhia tshwj xeeb uas, Thaum cov ntaub ntawv no yog generated ntawm rhiab li ntsuas rau yus los tseem ceeb heev. Piv txwv, cov ntaub ntawv yuav muab los ntawm tej yam li hauv ib ICU ntsuas (Intensive zov tsev) los yog los ntawm ib lub tshav dav hlau los yog nws yuav ua tau los ntawm tej yam tseem ceeb heev muaj infrastructure. Cov no, ruaj ntseg ntawv muaj ensured kis tau rau lub sam xeeb txog qhov ntawm lub cev.
- Analytics sib tw: Nws muaj ntau feem xyuam rau filtering tag nrho analytics txheej txheem. Cov kev sib tw yog – qhov uas peb yuav ua tau tag nrho cov analytics? Tej zaum, tej qhov yuav ua tau tsis pub dhau lub pab kiag li lawm, kom cov ntaub ntawv los ntawm cov pab kiag li lawm cov filtered kom ib co twg. Los sis, peb yuav tsim dua lwm analytics khaubncaws sab nraud povtseg thaum cov ntaub ntawv no mus txog unchanged, thiab ua tus filtrations kauj ruam yog kauj ruam. Thiab thaum kawg, ua tus analytics uas muaj cov ntaub ntawv huv.
- Standardization/raws tu qauv sib tw: Standardization thiab raws tu qauv yog ib lub biggest txoj kev sib tw kev kawm AoT. Peb yuav tsum standardize raws tu qauv rau kev sib txuas lus ntawm pab kiag li lawm. Nws yuav pab tau tag nrho cov kev li lus sib seamlessly.
Apart from qhov teeb meem saum no, peb yeej tseem yuav mus fim ntau tshiab txoj kev sib tw nyob rau hnub tom ntej. Thaum peb ua hauj, peb yuav muaj tus tshiab li IoT, cov ntaub ntawv hom ntawv tshiab, twg tshiab thiab ntau ntxiv. Li ntawd, nws nws thiaj li yuav coj tshiab hurdles rau overcome.
Cov cog no zoo li cas?
Zoo li ib lub qhov muag qhov tshiab, AoT tseem tau cog rau koj txaus siab heev. Txawm hais tias, AoT lub teb yuav tsuas yuav pom tau hais rau lub sij hawm, tab sis peb twb muaj ib co piv txwv nyob rau hauv qhov chaw uas muaj kev yeej pheej. Cov predictive analytics ntawm AoT muaj proven nws tsim nyob rau ntau qhov chaw xws li tshuab ATM, Lub computer network uas yam. Nws tsav tsheb, lub kaw lus qhia muaj tej cov cheeb tsam uas AoT nyob qhov twg lawm rau qhov chaw. Nws yog tseem nkag mus rau hauv kev kev lag luam, kev lag luam roj, qoj sector thiab lwm yam.
Tus AoT yuav tuaj nrog IoT hlob zoo. Raws li Gartner twv ua ntej '6.4 Nphom kev cob cog rua “Tej yam” Yuav tau siv nyob rau hauv 2016, Pem 30 Feem pua ntawm 2015’. Li ntawd, AoT ntseeg tau tias muaj ntau heev tej zaum thiab nws yuav ntev yog ib feem hauv peb lub neej.
Qhov uas rau pem hauv ntej
Ntawm qhov kev sib sab laj saum toj no, peb yuav yooj yim to taub uas nyob rau ntawm tej txoj kev IoT, AoT yog ib tus tuaj tshiab thiab yog nyuam qhuav pib evolve. Li ntawd, cov cuab kev dabtsi uas yuav pib siv ntawd yuav tsum muaj kom overcome. Ib rau txoj kev sib tw yog rau lag luam sab, uas yeej tswj nrog rau ib txoj kev siv cov ntaub ntawv thiab kuj. Thiab, tus hauj txoj kev sib tw tau solved nrog kom zoo zoo, tshuab platform thiab koom III..
Lwm lub koos haum yuav tsum twb paub lawm tej zaum rau ntawm AoT thiab IoT faj infrastructure tso rau qhov chaw. Yog peb tig saib tom qab, ces peb yuav tau yooj yim to taub tias cov adopters ntawm cov ntaub ntawv loj thaum ntxov muaj gained tshuam. Lawv thiaj li yuav tau lub zoo sis tw thiab nce rau hauv koj lub lag luam. Yog ib yam muaj tseeb rau IoT AoT ntawd yuav. AoT yuav tau nyob rau hauv cov hoob nyob rau ob peb xyoos tom ntej no. Li ntawd, Nws yog lub sij hawm txoj kev coj tau tus poob los mus ua ib AoT pom zoo rau qhov chaw, txwv tsis pub nws yuav lig los koom nrog cov haiv neeg.
