Jin Seok Yang Email and Phone Number

Machine learning, Android, Data Analysis

Experienced researcher1. Embedded system development and testing: Modeled, tested and measured a novel strategy for transmitting heterogeneous sensor data (both kernel module and application)2. Optimal & distributed transmission manager for IoT: Designed, implemented and characterized a transmission manager capable of selecting an optimal time instance for single hop transmission3. Novel embedded adaptive power management framework: Modeled and evaluated an adaptive algorithm that managing power in embedded sensing systems4. Dynamic task allocation for wireless healthcare applications: Task allocation over sensors, mobile phone and server based on Zigbee communication cost, processing cost and task characteristics5. Extreme data compression and controlled error recovery: Latent variable technique used to represent real data in dramatically compressed version while controlling recovery error by leveraging spatio-temporal correlations between heterogeneous sensors in space and time6. Intelligent data dissemination in congested scenarios: Designed and experimented a very low overhead method for delivering user relevant data in highly congested scenarios