Journal ArticleDOI
A Novel Sensory Data Processing Framework to Integrate Sensor Networks With Mobile Cloud
TLDR
A novel sensory data processing framework is proposed, which aims at transmitting desirable sensory data to the mobile users in a fast, reliable, and secure manner and further decreases the storage and processing overhead of the cloud, while enabling mobile users to securely obtain their desired sensory data faster.Abstract:
Taking advantage of the data gathering capability of wireless sensor networks (WSNs) as well as the data storage and processing ability of mobile cloud computing (MCC), WSN–MCC integration is attracting significant attention from both academia and industry. This paper focuses on processing of the sensory data in WSN–MCC integration, by identifying the critical issues concerning WSN–MCC integration and proposing a novel sensory data processing framework, which aims at transmitting desirable sensory data to the mobile users in a fast, reliable, and secure manner. The proposed framework could prolong the WSN lifetime, decrease the storage requirements of the sensors and the WSN gateway, and reduce the traffic load and bandwidth requirement of sensory data transmissions. In addition, the framework is capable of monitoring and predicting the future trend of the sensory data traffic, as well as improving its security. The framework further decreases the storage and processing overhead of the cloud, while enabling mobile users to securely obtain their desired sensory data faster. Analytical and experimental results are presented to demonstrate the effectiveness of the proposed framework.read more
Citations
More filters
Journal ArticleDOI
Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison
Qinglin Qi,Fei Tao +1 more
TL;DR: The similarities and differences between big data and digital twin are compared from the general and data perspectives and how they can be integrated to promote smart manufacturing are discussed.
Journal ArticleDOI
Wireless sensor networks for agriculture
TL;DR: The existing state-of-the-art in wireless sensor networks for agricultural applications is reviewed thoroughly and various case studies to thoroughly explore the existing solutions proposed in the literature in various categories according to their design and implementation related parameters.
Journal ArticleDOI
Green Internet of Things for Smart World
TL;DR: Various technologies and issues regarding green IoT, which further reduces the energy consumption of IoT are discussed, and the latest developments and future vision about sensor cloud are reviewed and introduced.
Journal ArticleDOI
Internet of things for smart agriculture: Technologies, practices and future direction
TL;DR: In this article, the authors reviewed various potential IoT applications, and the specific issues and challenges associated with IoT deployment for improved farming, focusing on the specific requirements the devices, and wireless communication technologies associated with the IoT in agricultural and farming applications.
Journal ArticleDOI
Double Auction-Based Resource Allocation for Mobile Edge Computing in Industrial Internet of Things
TL;DR: Two double auction schemes with dynamic pricing in MEC are proposed, namely a breakeven-based double auction (BDA) and a more efficient dynamic pricing based double Auction (DPDA), to determine the matched pairs between IIoT MDs and edge servers, as well as the pricing mechanisms for high system efficiency, under the locality constraints.
References
More filters
Journal ArticleDOI
Wireless sensor networks: a survey
TL;DR: The concept of sensor networks which has been made viable by the convergence of micro-electro-mechanical systems technology, wireless communications and digital electronics is described.
Journal ArticleDOI
A method for obtaining digital signatures and public-key cryptosystems
TL;DR: An encryption method is presented with the novel property that publicly revealing an encryption key does not thereby reveal the corresponding decryption key.
Proceedings Article
Fast algorithms for mining association rules
TL;DR: Two new algorithms for solving thii problem that are fundamentally different from the known algorithms are presented and empirical evaluation shows that these algorithms outperform theknown algorithms by factors ranging from three for small problems to more than an order of magnitude for large problems.
Journal ArticleDOI
A universal algorithm for sequential data compression
Jacob Ziv,A. Lempel +1 more
TL;DR: The compression ratio achieved by the proposed universal code uniformly approaches the lower bounds on the compression ratios attainable by block-to-variable codes and variable- to-block codes designed to match a completely specified source.
Journal ArticleDOI
A Method for the Construction of Minimum-Redundancy Codes
TL;DR: A minimum-redundancy code is one constructed in such a way that the average number of coding digits per message is minimized.