26 citations · 27 across the 4 of their papers we have counts for
5 papers
EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks
Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Luis Fujarte +11
Emerging IoT applications are transitioning from battery-powered to grid-powered nodes. DRP, a contention-based data dissemination protocol, was developed for these applications. T…
COMNETS: COst-sensitive decision trees approach to throughput optimization for Multi-radio IoT NETworkS
Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Miguel A. Carreira-Perpinan +1
Mesoscale IoT applications, such as P2P energy trade and real-time industrial control systems, demand high throughput and low latency, with a secondary emphasis on energy efficienc…
MARS: Multi-radio Architecture with Radio Selection using Decision Trees for emerging mesoscale CPS/IoT applications
Jothi Prasanna Shanmuga Sundaram, Arman Zharmagambetov, Magzhan Gabidolla +2
IoT is rapidly growing from small-scale apps to large-scale apps. Small-scale apps employ short-range radios like Zigbee,BLE while large-scale apps employ long-range radios like Lo…
Solving Recurrence Relations using Machine Learning, with Application to Cost Analysis
Maximiliano Klemen, Miguel Á. Carreira-Perpiñán, Pedro Lopez-Garcia
Automatic static cost analysis infers information about the resources used by programs without actually running them with concrete data, and presents such information as functions…
Model compression as constrained optimization, with application to neural nets. Part I: general framework
Miguel Á. Carreira-Perpiñán
Compressing neural nets is an active research problem, given the large size of state-of-the-art nets for tasks such as object recognition, and the computational limits imposed by m…