edge computing da fog computing
Koƙarin kuma koƙarin ƙasa suna nufin yadda ake yin amfani da data wanda ke cikin karama ta hanyar gudun koyon bayanai a wani lokaci da ke kama da alamar bayanai. Koƙarin kuma koƙarin ƙasa suna gudun koyon bayanai a karamar shakara ba tare da ina sanya duk bayanai zuwa serverin cloud na gudun, wanda ke haɗawa da karamar lokaci. Wadannan teknolujin suna taimaka wajen yin fahimtar lokacin yanzu kuma yin amfani da bayanai a lokacin yanzu wanda ke bukatar a cikin wani abu mai zaman lafiya. Koƙarin kuma koƙarin ƙasa suna taimaka wajen IoT devices, shugabancin madina mai zaman lafiya, motor na gaba daya kuma aikin gudun na industriya. Bayanin muna suka yi shine: koyon bayanai a wani lokaci, amfani da bayanai a lokacin yanzu, kuma kuskuren amfani da bandwidth. Koƙarin kuma koƙarin ƙasa suna da nodein koyon bayanai na gudun, shakaran da ke kama da lokacin yanzu, kuma kuskuren bayanai a wani lokaci da ke koyon bayanai. Bayanin teknolujin da ke cikin wadannan suna: serverin koƙari da ke kama da masu amfani, nodein koƙarin ƙasa wanda suka yi aiki ne da wani abu da ke tsakanin koƙarin kuma systemin cloud, kuma kuskuren koyon bayanai da ke cikin systemin cloud. Koƙarin kuma koƙarin ƙasa suna taimaka wajen yin amfani da machine learning models a wani lokaci, wanda ke taimaka wajen yin amfani da koƙarin da ke da akwai koyon bayanai ba tare da amfani da cloud ba. Wadannan systemin suna amfani da containerization, microservices architecture, kuma protocolin da ke kuma kuma da koyon bayanai. Amfani da wadannan suna cikin karama irin ayyukan. A cikin industriya na sayarwa, suna amfani da koƙarin kuma koƙarin ƙasa don yin amfani da bayanai don gudun koyon bayanai da ke cikin karama kuma koyon bayanai na kwalitas. A cikin al’ummar dukkanin mutu, suna amfani da wadannan teknolujin don yin amfani da bayanai a lokacin yanzu don koyon bayanai na mutane da ke cikin karama kuma bayanin da ke cikin karama. A cikin ayyukan kantin, suna amfani da koƙarin kuma koƙarin ƙasa don yin amfani da bayanai don koyon bayanai na kantin kuma amfani da bayanai don koyon bayanai na masu amfani. A cikin shugabancin karama mai zaman lafiya, suna amfani da koƙarin kuma koƙarin ƙasa don yin amfani da bayanai don koyon bayanai na motor kuma koyon bayanai na karama. A cikin shugabancin telekomunikasi, suna amfani da koƙarin kuma koƙarin ƙasa don kuskuren koyon bayanai kuma koyon bayanai na karama.