Systematic Performance Evaluation of Multipoint Protocols. - Ahmed Helmy; Sandeep Gupta 001; Deborah Estrin; Alberto Cerpa; Yan Yu (FORTE, 2000)

Habitat monitoring: application driver for wireless communications technology. - Alberto Cerpa; Jeremy Elson; Michael Hamilton 001; Jerry Zhao; Deborah Estrin; Lewis Girod (SIGCOMM-LA, 2001)

ASCENT: Adaptive Self-Configuring sEnsor Networks Topologies.. - Alberto Cerpa; Deborah Estrin (INFOCOM, 2002)

ASCENT: Adaptive Self-Configuring sEnsor Network Topologies. - Alberto Cerpa; Deborah Estrin (Comput. Commun. Rev., 2002)

Internet Content Adaptation Protocol (ICAP). - Jeremy Elson; Alberto Cerpa (RFC, 2003)

EmStar: A Software Environment for Developing and Deploying Wireless Sensor Networks. - Lewis Girod; Jeremy Elson; Alberto Cerpa; Thanos Stathopoulos; Nithya Ramanathan; Deborah Estrin (USENIX ATC, General Track, 2004)

Networking issues in wireless sensor networks. - Deepak Ganesan; Alberto Cerpa; Wei Ye 003; Yan Yu; Jerry Zhao; Deborah Estrin (J. Parallel Distributed Comput., 2004)

Statistical model of lossy links in wireless sensor networks. - Alberto Cerpa; Jennifer L. Wong; Louane Kuang; Miodrag Potkonjak; Deborah Estrin (IPSN, 2005)

Temporal properties of low power wireless links: modeling and implications on multi-hop routing. - Alberto Cerpa; Jennifer L. Wong; Miodrag Potkonjak; Deborah Estrin (MobiHoc, 2005)

Collaboratory: An Open Source Teaching and Learning Facility for Computer Science and Engineering Education. - Jeff Wright; Stefano Carpin; Alberto Cerpa; German Gavilan; Marcelo Kallmann; Cameron Laird; Kyler Laird; Shawn D. Newsam; David Noelle (FECS, 2007)

Improving wireless simulation through noise modeling. - HyungJune Lee; Alberto Cerpa; Philip Alexander Levis (IPSN, 2007)

SenSearch: GPS and Witness Assisted Tracking for Delay Tolerant Sensor Networks. - Lun Jiang; Jyh-How Huang; Ankur Kamthe; Tao Liu 018; Ian Freeman; John Ledbetter; Shivakant Mishra; Richard Han 001; Alberto Cerpa (ADHOC-NOW, 2009)

SCOPES: Smart Cameras Object Position Estimation System. - Ankur Kamthe; Lun Jiang; Matthew Dudys; Alberto Cerpa (EWSN, 2009)

Performance Evaluation of Link Quality Estimation Metrics for Static Multihop Wireless Sensor Networks. - Tao Liu 018; Ankur Kamthe; Lun Jiang; Alberto Cerpa (SECON, 2009)

Measuring foot pronation using RFID sensor networks. - Varick L. Erickson; Ankur Kamthe; Alberto Cerpa (SenSys, 2009)

A wireless pedestrian tracking network. - Lun Jiang; Ankur Kamthe; Alberto Cerpa (SenSys, 2009)

M&M: multi-level Markov model for wireless link simulations. - Ankur Kamthe; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (SenSys, 2009)

Wireless link simulations using multi-level Markov models. - Ankur Kamthe; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (SenSys, 2009)

Occupancy based demand response HVAC control strategy. - Varick L. Erickson; Alberto E. Cerpa (BuildSys@SenSys, 2010)

Adaptation of a Mixture of Multivariate Bernoulli Distributions. - Ankur Kamthe; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (IJCAI, 2011)

OBSERVE: Occupancy-based system for efficient reduction of HVAC energy. - Varick L. Erickson; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (IPSN, 2011)

Foresee (4C): Wireless link prediction using link features. - Tao Liu 018; Alberto Cerpa (IPSN, 2011)

Enabling building energy auditing using adapted occupancy models. - Ankur Kamthe; Varick L. Erickson; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (BuildSys@SenSys, 2011)

Building energy management systems actuated using wireless camera sensor networks. - Siddharth Zaveri; Shane Ross; Varick L. Erickson; Ankur Kamthe; Tao Liu 018; Alberto Cerpa (BuildSys@SenSys, 2011)

Thermovote: participatory sensing for efficient building HVAC conditioning. - Varick L. Erickson; Alberto E. Cerpa (BuildSys@SenSys, 2012)

TALENT: temporal adaptive link estimator with no training. - Tao Liu 018; Alberto Cerpa (SenSys, 2012)

Quick construction of data-driven models of the short-term behavior of wireless links. - Ankur Kamthe; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (INFOCOM, 2013)

POEM: power-efficient occupancy-based energy management system. - Varick L. Erickson; Stefan Achleitner; Alberto Cerpa (IPSN, 2013)

ThermoSense: Occupancy Thermal Based Sensing for HVAC Control. - Alex Beltran; Varick L. Erickson; Alberto E. Cerpa (BuildSys@SenSys, 2013)

ThermoSense: thermal array sensor networks in building management. - Varick L. Erickson; Alex Beltran; Daniel A. Winkler; Niloufar P. Esfahani; John R. Lusby; Alberto Cerpa (SenSys, 2013)

TOSS: Thermal Occupancy Sensing System. - Varick L. Erickson; Alex Beltran; Daniel A. Winkler; Niloufar P. Esfahani; John R. Lusby; Alberto E. Cerpa (BuildSys@SenSys, 2013)

Improving wireless link simulation using multilevel markov models. - Ankur Kamthe; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (ACM Trans. Sens. Networks, 2013)

SIPs: solar irradiance prediction system. - Stefan Achleitner; Ankur Kamthe; Tao Liu 018; Alberto E. Cerpa (IPSN, 2014)

Optimal HVAC building control with occupancy prediction. - Alex Beltran; Alberto E. Cerpa (BuildSys, 2014)

Distributed independent actuation for irrigation control. - Daniel A. Winkler; Alberto E. Cerpa (BuildSys, 2014)

Occupancy Modeling and Prediction for Building Energy Management. - Varick L. Erickson; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (ACM Trans. Sens. Networks, 2014)

Data-driven link quality prediction using link features. - Tao Liu 018; Alberto Cerpa (ACM Trans. Sens. Networks, 2014)

Temporal Adaptive Link Quality Prediction with Online Learning. - Tao Liu 018; Alberto E. Cerpa (ACM Trans. Sens. Networks, 2014)

Poster: Model Predictive Control with Real-time Occupancy Detection. - Alex Beltran; Alberto E. Cerpa (SenSys, 2015)

Poster: Energy Optimization Framework in Wireless Sensor Network. - Niloufar Piroozi Esfahani; Alberto E. Cerpa (SenSys, 2015)

Poster: MICO: Model-Based Irrigation Control Optimization. - Daniel A. Winkler; Robert Wang 003; François Blanchette; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (SenSys, 2015)

FORCES: feedback and control for occupants to refine comfort and energy savings. - Daniel A. Winkler; Alex Beltran; Niloufar P. Esfahani; Paul P. Maglio; Alberto E. Cerpa (UbiComp, 2016)

Zone-level agreement by consensus for building thermal energy management. - Grigore Stamatescu; Alberto Cerpa (ICCA, 2016)

MAGIC: Model-Based Actuation for Ground Irrigation Control. - Daniel A. Winkler; Robert Wang 003; François Blanchette; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (IPSN, 2016)

Data-driven Comfort Models for User-centric Predictive Control in Smart Buildings: Poster Abstract. - Grigore Stamatescu; Alex Beltran; Alberto Cerpa (BuildSys, 2016)

Plug-and-play irrigation control at scale. - Daniel A. Winkler; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (IPSN, 2018)

Building Occupancy Estimation using Supervised Learning Techniques. - Claudia F. Chitu; Grigore Stamatescu; Alberto Cerpa (ICSTCC, 2019)

OCTOPUS: Deep Reinforcement Learning for Holistic Smart Building Control. - Xianzhong Ding; Wan Du; Alberto Cerpa (BuildSys, 2019)

WISDOM: watering intelligently at scale with distributed optimization and modeling. - Daniel A. Winkler; Alberto E. Cerpa (SenSys, 2019)

DICTUM: Distributed Irrigation aCtuation with Turf hUmidity Modeling. - Daniel A. Winkler; Robert Wang 003; François Blanchette; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (ACM Trans. Sens. Networks, 2019)

OFFICE: Optimization Framework For Improved Comfort & Efficiency. - Daniel A. Winkler; Ashish Yadav; Claudia F. Chitu; Alberto E. Cerpa (IPSN, 2020)

MB2C: Model-Based Deep Reinforcement Learning for Multi-zone Building Control. - Xianzhong Ding; Wan Du; Alberto E. Cerpa (BuildSys, 2020)

On the feasibility of an IoT Multi-Radio Architecture for Smart Buildings. - Jothi Prasanna Shanmuga Sundaram; Alberto E. Cerpa (BuildSys, 2020)

OPTICS: OPTimizing Irrigation Control at Scale. - Daniel A. Winkler; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (ACM Trans. Sens. Networks, 2020)

Building sensor fault detection and diagnostic system. - Devanshu Kumar; Xianzhong Ding; Wan Du; Alberto Cerpa (BuildSys, 2021)

MODES: multi-sensor occupancy data-driven estimation system for smart buildings. - Hamid Rajabi; Zhizhang Hu; Xianzhong Ding; Shijia Pan; Wan Du; Alberto Cerpa (e-Energy, 2022)

HPC-GPT: Integrating Large Language Model for High-Performance Computing. - Xianzhong Ding; Le Chen; Murali Emani; Chunhua Liao; Pei-Hung Lin; Tristan Vanderbruggen; Zhen Xie; Alberto Cerpa; Wan Du (SC Workshops, 2023)

TODOS: Thermal sensOr Data-driven Occupancy Estimation System for Smart Buildings. - Hamid Rajabi; Xianzhong Ding; Wan Du; Alberto Cerpa (BuildSys, 2023)

MARS: Multi-radio Architecture with Radio Selection using Decision Trees for emerging mesoscale CPS/IoT applications. - Jothi Prasanna Shanmuga Sundaram; Arman Zharmagambetov; Magzhan Gabidolla; Miguel Á. Carreira-Perpiñán; Alberto Cerpa (CoRR, 2024)

Exploring Deep Reinforcement Learning for Holistic Smart Building Control. - Xianzhong Ding; Alberto Cerpa; Wan Du (ACM Trans. Sens. Networks, 2024)

COMNETS: COst-sensitive learning for throughput optimization in Multi-radio IoT NETworkS. - Jothi Prasanna Shanmuga Sundaram; Magzhan Gabidolla; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (ETFA, 2025)

MARS: Multi-radio Architecture with ML-powered Radio Selection for Mesoscale IoT Applications. - Jothi Prasanna Shanmuga Sundaram; Arman Zharmagambetov; Magzhan Gabidolla; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (ETFA, 2025)

Towards VM Rescheduling Optimization Through Deep Reinforcement Learning. - Xianzhong Ding; Yunkai Zhang 002; Binbin Chen 005; Donghao Ying; Tieying Zhang; Jianjun Chen 001; Lei Zhang 213; Alberto Cerpa; Wan Du (EuroSys, 2025)

Multi-Zone HVAC Control With Model-Based Deep Reinforcement Learning. - Xianzhong Ding; Alberto Cerpa; Wan Du (IEEE Trans Autom. Sci. Eng., 2025)

COMNETS: COst-sensitive decision trees approach to throughput optimization for Multi-radio IoT NETworkS. - Jothi Prasanna Shanmuga Sundaram; Magzhan Gabidolla; Miguel Á. Carreira-Perpiñán; Alberto E. Cerpa (CoRR, 2025)