Analytics yam – Next to IoT
Txheej txheem cej luam
The idea of the Internet of Things (IoT) yog revolutionary thiab yav tom ntej, Nws yuav tsum nrhiav nws txoj kev rau sawv daws lub neej. Sawv daws, ntxov, yuav muab tej yam los ntawm tus IoT. Different surveys or studies project a future with a huge number of interconnected devices. Piv txwv, the ABI Research stated in 2014 that by 2020, there will be “41 billion active wireless connected devices”. The Gartner Research stated in 2015 that ““4.9 billion connected things in use in 2015 … and will reach 20.8 billion by 2020.” However, the data generated by the interconnected devices has been outpacing our ability to analyze and extract meaningful data out of it. Tsuav peb qhov peev xwm ua analytical tsis muaj peev xwm khaws uas tus ceev cov ntaub ntawv cim, IoT tsis muaj peev xwm txaus siab rau txoj kev cog lus. Qhov no yog vim li cas thiaj Analytics ntawm tej (AoT) tseem ceeb heev nyob rau hauv IoT lub ntsiab lus teb thiab yuav tsum hais yuav nce ib qib IoT. Koj yeem xub peb mus txog muaj, zoo nws yuav ua tau rau peb.
Tej zaum cov IoT thiab cov fulfillment txoj kev sib tw
Raws li Simona Jankowski, Yuam kev tshawb fawb Analyst, Kev tshawb fawb peev ntiaj teb no, Goldman Sachs, lub IoT nruab nrab yog peb nthwv dej hauv Internet uas ua raws cov mobile kiv puag ncig thiab Internet xwb. Obviously, IoT yuav txia peb lub neej zoo li yeej tsis ua ntej. Tab sis yog tus IoT twb lawm ib co kev kho tshiab hauv tej yam puav, tej zaum nws lom zem ntau tshua untapped. Kom lub ntsiab txhais tej zaum zauv thiab straightforward, let us consider just the monetary value of the impact IoT can have on different industries.
According to a study conducted by McKinsey, the consulting giant, the monetary value of the potential of IoT can be between $3.9 trillion to $11.1 trillion a year by 2025.Industry-wise/domain-wise, the monetary values of IoT potential can be as given below:
- Factories: 1.2-3.7
- Health and wellness: 0.2-1.6
- Cities: 0.9-1.7
- Retail: 0.4-1.2
- Vehicles and transportation: 0.2-0.7
- Homes: 0.2-0.3
- Offices: 0.1-0.2
All figures are in trillion dollars and these figures are expected to be reached by 2025.
- According to McKinsey, the global consulting giant, if the potential of IoT is converted into monetary values, los ntawm 2025, the value would be $4 trillion to $11 millions.
- IoT can potentially replace the search feature, which is veritable symbol of Internet because people will have information delivered even before it is searched for. Tsheej lab ntawm cov kev cob cog rua yuav sau cov ntaub ntawv hais txog cov tastes, nyiam, luj sijhawm ntawm cov neeg thiab nws yog txhais tau hais tias cov cav tov yuav preempt yuav tsum.
- Xav paub thiab real-time tus neeg mob cov ntawv kho mob yuav ua rau kev kho mob paub.
- Kev lag luam electronics DVR yuav muaj khoom ntse hauv.
Txawm li cas los, yuav coj mus rhaub rau tej zaum ntawm IoT, ib tug xov tooj ntawm txoj kev sib tw tau muab muag. Kab tias kev xub thawj yog rau extract qha hab actionable tej ntaub ntawv los ntawm tus loj tagnrho cov lus hauv li interconnected yuav ua kom muaj. Cov ntaub ntawv yog pab rau txoj tawm tswv yim xws li yees duab, Structured, unstructured, graphics thiab phau ntawv. Yuav kom pab tau, cov ntaub ntawv uas pab tau thiab hais ib yam xws li analytics kuab. Li ntawd, lub sijhawm uas muaj lub peevxwm ntawm IoT harnessed, Nws tseem ceeb heev Attendance kom paub txoj kev mus muab cov ntaub ntawv usable ntawm tus loj tagnrho ntawm cov ntaub ntawv.
AOT yog dab tsi?
AOT yog ib lo lus siv los piav cov analytics tawm daim phiaj generated cov interconnected pab kiag li lawm los IoT. AOT ua cov ntaub ntawv generated ntawm cov interconnected li qha hab usable. Nws yog ib cov neeg ua hauj lwm kom paub qhov txawv ntawm redundant thiab pab tau ntaub ntawv los ntawm lub loj loj tagnrho cov ntaub ntawv generated ntawm cov interconnected li mas vim qhov ntim thiab cov complexity nyob rau hauv cov ntaub ntawv. Tab sis tsis muaj txim hluav taws xob no, IoT los yog cov ntaub ntawv kuj loj tsis muaj kev sibkis los muab ntau nqi.
AOT kho raws li koj lo lus teb rau qhov teeb meem uas nrhiav insights ntawm cov loj loj tagnrho cov ntaub ntawv generated ntawm cov interconnected li. Nws twb kho raws li qib tom ntej ntawm IoT. Thaum IoT yog hais txog kev siv txhua hom li ntawm Internet twg (TUS IP), AOT txog generating analytics los ntawm cov ntaub ntawv generated los xws li yog. Thaum IoT yog touted li nthwv dej peb ntawm ntau, Nws kuj coj tsis tau txog tej yam tsis muaj lub analytics los yog usable tej ntaub ntawv uas AoT yuav ua kom muaj yam. Li ntawd, AoT thiab IoT yuav tau kho li tus integrated kua los yog lub pob.
Koj kuj tseem nyiam nyeem ntawv Lub Analytics yam & rau txoj kev sib tw?
Tej zaum tus uas AoT yog dab tsi?
IoT tsis txaus siab, tej zaum yuav tsis AoT thiaj li nyob rau hauv ib txoj kev, nws yuav hais tau tias AoT ua tau kom pab txaus siab rau tej zaum ntawm IoT. Muaj ntau ntau cov chaw los mus nyob ntawm no uas yog cov uas nyob rau ntawm AoT, tiam sis tej chaw tseem ceeb muaj nyob lawm.
- Predictive nkawm tau ib fillip nrog AoT. Analytics can help maintenance and troubleshooting of machines, engines or computers by providing predictive analysis on the health of the machines.
- The self-driving cars that are being tested by a number of automotive companies and Google can actually get off the ground with accurate, wide ranging analytics.
- The health or fitness devices can be massively upgraded with the help of the analytics that will be generated from the health data collected from different devices associated with human body.
- AoT can help provide traffic information on a real-time basis by analyzing huge volumes of data generated by sensors attached with vehicles and traffic points.
AoT Use Cases
There can be several use cases for AoT. qhov tseeb, the same number of use cases applies for AoT as that in the case of IoT. Ib qho kev ua lag luam yuav siv ib los yog ntau dua siv zaum nrog AoT seb lawv yuav tsum. Technology solution and application modernization can help in this area.For example, qhov huv thiab kev nyab xeeb kev lag luam muaj cov nram qab no hom ntawm tus neeg mob siv:
- AoT yuav siv los muab real-time lus hais txog cov neeg mob raws li txoj cai xws li ntshav, ntshav qabzib uas, lub plawv rau, mem tes nqi thiab sodium theem ntawm kev frequencies sib txawv nyob ntawm tus. Tus neeg mob tseem ceeb heev, tus zaus yuav txhua 15 feeb.
- AoT yuav siv los muab cov ntaub ntawv los ntawm wearable qoj pab kiag li lawm thiab muab alerts thiab lub tswv yim. Piv txwv, ib tug ntaus ntawv yuav qhia tau tus jogger mus qeeb yog lub plawv khiav ceev tshaj tej xov tooj ntawm cov neeg ntaus.
- AoT tau muab cov analytics uas yuav pab nrhiav lwm yam rau cov kab mob peculiar kom meej regions zaum. Piv txwv, dietary and lifestyle data about inhabitants of the Indian subcontinent can provide vital clues on why they are relatively more prone to cardiac diseases.
- AoT can help in critical health research such as cancer-related or HIV-related drugs by providing critical analytics to the researchers on a historical basis.
Xaus
While the AoT seems like a great idea, there are several challenges on the way to its fruition. Piv txwv, it will take a highly intelligent program to filter out all redundant data from tons of data and produce accurate analytics. Accurate analytics will be critical in certain domains such as health and traffic management. While AoT seems to be making slow advances, it seems that it will be a while before it finds wider acceptance. The use cases, to start with, need to be defined well.
Koj kuj tseem nyiam nyeem ntawv Lub Analytics yam & rau txoj kev sib tw?
