Alberto E. Cerpa

25 papers C 2Misc 5Journal 6Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EDRP: Enhanced Dynamic Relay Point Protocol for Data Dissemination in Multi-hop Wireless IoT Networks. CoRR Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Luis Fujarte, Shawn D. Newsam, Jianlin Guo, Toshiaki Koike-Akino, Pu Wang, Kieran Parsons, Philip V. Orlik, Takenori Sumi, Yukimasa Nagai, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2025	J	`jnl`	COMNETS: COst-sensitive decision trees approach to throughput optimization for Multi-radio IoT NETworkS. CoRR Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2025	C	`conf`	COMNETS: COst-sensitive learning for throughput optimization in Multi-radio IoT NETworkS. ETFA Jothi Prasanna Shanmuga Sundaram, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2025	C	`conf`	MARS: Multi-radio Architecture with ML-powered Radio Selection for Mesoscale IoT Applications. ETFA Jothi Prasanna Shanmuga Sundaram, Arman Zharmagambetov, Magzhan Gabidolla, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2023	J	`jnl`	HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du
2020	—	`conf`	MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. BuildSys Xianzhong Ding, Wan Du, Alberto E. Cerpa
2020	—	`conf`	OFFICE: Optimization Framework For Improved Comfort & Efficiency. IPSN Daniel A. Winkler, Ashish Yadav, Claudia F. Chitu, Alberto E. Cerpa
2020	J	`jnl`	OPTICS: OPTimizing Irrigation Control at Scale. ACM Trans. Sens. Networks Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2020	—	`conf`	On the feasibility of an IoT Multi-Radio Architecture for Smart Buildings. BuildSys Jothi Prasanna Shanmuga Sundaram, Alberto E. Cerpa
2019	J	`jnl`	DICTUM: Distributed Irrigation aCtuation with Turf hUmidity Modeling. ACM Trans. Sens. Networks Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2019	Misc	`conf`	WISDOM: watering intelligently at scale with distributed optimization and modeling. SenSys Daniel A. Winkler, Alberto E. Cerpa
2018	—	`conf`	Plug-and-play irrigation control at scale. IPSN Daniel A. Winkler, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2016	Misc	`conf`	FORCES: feedback and control for occupants to refine comfort and energy savings. UbiComp Daniel A. Winkler, Alex Beltran, Niloufar P. Esfahani, Paul P. Maglio, Alberto E. Cerpa
2016	—	`conf`	MAGIC: Model-Based Actuation for Ground Irrigation Control. IPSN Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2015	Misc	`conf`	Poster: Energy Optimization Framework in Wireless Sensor Network. SenSys Niloufar Piroozi Esfahani, Alberto E. Cerpa
2015	Misc	`conf`	Poster: MICO: Model-Based Irrigation Control Optimization. SenSys Daniel A. Winkler, Robert Wang, François Blanchette, Miguel Á. Carreira-Perpiñán, Alberto E. Cerpa
2015	Misc	`conf`	Poster: Model Predictive Control with Real-time Occupancy Detection. SenSys Alex Beltran, Alberto E. Cerpa
2014	—	`conf`	Distributed independent actuation for irrigation control. BuildSys Daniel A. Winkler, Alberto E. Cerpa
2014	—	`conf`	Optimal HVAC building control with occupancy prediction. BuildSys Alex Beltran, Alberto E. Cerpa
2014	—	`conf`	SIPs: solar irradiance prediction system. IPSN Stefan Achleitner, Ankur Kamthe, Tao Liu, Alberto E. Cerpa
2014	J	`jnl`	Temporal Adaptive Link Quality Prediction with Online Learning. ACM Trans. Sens. Networks Tao Liu, Alberto E. Cerpa
2013	—	`conf`	TOSS: Thermal Occupancy Sensing System. BuildSys@SenSys Varick L. Erickson, Alex Beltran, Daniel A. Winkler, Niloufar P. Esfahani, John R. Lusby, Alberto E. Cerpa
2013	—	`conf`	ThermoSense: Occupancy Thermal Based Sensing for HVAC Control. BuildSys@SenSys Alex Beltran, Varick L. Erickson, Alberto E. Cerpa
2012	—	`conf`	Thermovote: participatory sensing for efficient building HVAC conditioning. BuildSys@SenSys Varick L. Erickson, Alberto E. Cerpa
2010	—	`conf`	Occupancy based demand response HVAC control strategy. BuildSys@SenSys Varick L. Erickson, Alberto E. Cerpa