Now showing items 1-5 of 5
An FPGA Implementation of Stochastic Computing-Based LSTM
As a special type of recurrent neural networks (RNN), Long Short Term Memory (LSTM) is capable of processing sequential data with a great improvement in accuracy, and is widely applied in image/video recognition and ...
A Semantics-Centric Data Processing Framework for Fault Diagnosis in Internet of Things
Fault diagnosis is a challenging task in the realm of Internet of Things, where heterogeneous data and proprietary environment may cause serious interoperability problems when a monitoring job is deployed across different ...
Techniques for Building Robust and User Customizable IoT Systems
In the last decade, billions of new IoT devices have been developed by different providers using either their proprietary architecture or standard architecture like IoT M2M, AWS IoT, and AT&T M2X. Many of these IoT systems ...
Improving Quality of Service in Emerging IoT and ML Applications through Fog Computing
The recent advances in the Internet of Things (IoT), Big Data, and Machine Learning (ML) have contributed to the rise of a growing number of complex and intelligent applications. Examples of such applications are real-time ...
Semantic and Logic Based Routing Algorithms for Service Discovery and Composition in Dynamic IoT-Edge Networks
Internet of Things (IoT) interconnects billions of smart sensors, devices, actuators, as well as people, over a distributed environment. Many existing IoT systems are built with predefined tasks and system architecture. ...