Machine-Learning based IoT Data Caching

Machine-Learning based IoT Data Caching

Mr.T.Senthil Kumar1, Ms.A.Pavithra 2 , Ms.T.Nikithaa 3,Ms.B.Vetriselvi4

1AssistantProfessor, Dept. of Information Technology,Hindusthan Institute of Technology,Coimbatore Tamil Nadu, India

2,3,4 Student, Dept. of Information Technology,Hindusthan Institute of Technology,Coimbatore Tamil Nadu, India

Abstract—The Internet of Things (IoT) continuously produces big amounts of data. Data-centric middleware can therefore help reducing the complexity when orchestrating distributed Things. With its heterogeneity and resource limitations, IoT applications can lack performance, scalability, or resilience. Caching can help overcoming the limitations. We are currently working on establishing data caching within IoT middleware. The paper presents fundamentals of caching, major challenges, relevant state of the art, and a description of our current approaches. We show directions of using machine learning for caching in the IoT.

Index Terms—Data-centric, Internet of Things, caching, ma- chine learning