4 papers
Profit Maximization Auction and Data Management in Big Data Markets
Yutao Jiao, Ping Wang, Dusit Niyato +2
A big data service is any data-originated resource that is offered over the Internet. The performance of a big data service depends on the data bought from the data collectors. How…
Rate-distortion Balanced Data Compression for Wireless Sensor Networks
Mohammad Abu Alsheikh, Shaowei Lin, Dusit Niyato +1
This paper presents a data compression algorithm with error bound guarantee for wireless sensor networks (WSNs) using compressing neural networks. The proposed algorithm minimizes…
Market Model and Optimal Pricing Scheme of Big Data and Internet of Things (IoT)
Dusit Niyato, Mohammad Abu Alsheikh, Ping Wang +2
Big data has been emerging as a new approach in utilizing large datasets to optimize complex system operations. Big data is fueled with Internet-of-Things (IoT) services that gener…
Toward a Robust Sparse Data Representation for Wireless Sensor Networks
Mohammad Abu Alsheikh, Shaowei Lin, Hwee-Pink Tan +1
Compressive sensing has been successfully used for optimized operations in wireless sensor networks. However, raw data collected by sensors may be neither originally sparse nor eas…