With the increase in IoT’s influence in healthcare systems, handling big data is a very tedious way and still a big challenge to handle big data obtained through the cloud IoT systems. That is why this paper has put forward Edge-of-Things(EoT)computing. The proposed system focuses on processing sensor data and activity prediction on devices such as laptops, GPU in a smart home. The proposed system put forward will be meticulously analyzed bringing out its advantages and disadvantages in the same domain and will be put out.