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SMARTCOMP 2021: Irvine, CA, USA
- IEEE International Conference on Smart Computing, SMARTCOMP 2021, Irvine, CA, USA, August 23-27, 2021. IEEE 2021, ISBN 978-1-6654-1252-0

- Stylianos I. Venieris, Ioannis Panopoulos, Iakovos S. Venieris:

OODIn: An Optimised On-Device Inference Framework for Heterogeneous Mobile Devices. 1-8 - Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi:

Birdsong Detection at the Edge with Deep Learning. 9-16 - Silvija Kokalj-Filipovic, Paul Toliver, William Johnson, Rob Miller:

Reservoir Based Edge Training on RF Data To Deliver Intelligent and Efficient IoT Spectrum Sensors. 17-24 - Douglas C. Schmidt:

Keynote #1: Architecting the Systems of the Future: A Research Agenda. 23-24 - Mehdi Ghasemi, Soroush Heidari

, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, Sarma B. K. Vrudhula:
Energy-Efficient Mapping for a Network of DNN Models at the Edge. 25-30 - Carla P. Gomes:

Keynote 2 - Computational Sustainability: Computing for a Better World and a Sustainable Future. 25-26 - Fabrizio De Vita

, Dario Bruneo, Sajal K. Das:
A Semi-Supervised Bayesian Anomaly Detection Technique for Diagnosing Faults in Industrial IoT Systems. 31-38 - Kavin Chandrasekaran, Walter Gerych, Luke Buquicchio, Abdulaziz Alajaji, Emmanuel Agu, Elke A. Rundensteiner:

CARTMAN: Complex Activity Recognition Using Topic Models for Feature Generation from Wearable Sensor Data. 39-46 - Manish Gupta:

Workshop Keynote #1: Human-Centric Smart Computing. 42 - Rafael Asorey-Cacheda:

Workshop Keynote #2: Deploying low-cost air quality monitoring networks from scratch. 43 - Pretom Roy Ovi, Emon Dey

, Nirmalya Roy, Aryya Gangopadhyay:
ARIS: A Real Time Edge Computed Accident Risk Inference System. 47-54 - Matthew P. Burruss, Shreyas Ramakrishna

, Abhishek Dubey:
Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems. 55-60 - Angan Mitra, Yanik Ngoko, Denis Trystram:

Smart Oracle Based Building Management System. 61-68 - Ruixiao Sun

, Rongze Gui
, Himanshu Neema, Yuche Chen, Juliette Ugirumurera, Joseph Severino, Philip Pugliese, Aron Laszka, Abhishek Dubey:
TRANSIT-GYM: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems. 69-76 - Francis Tiausas, Jose Paolo Talusan

, Yu Ishimaki, Hayato Yamana, Hirozumi Yamaguchi, Shameek Bhattacharjee
, Abhishek Dubey, Keiichi Yasumoto
, Sajal K. Das:
User-centric Distributed Route Planning in Smart Cities based on Multi-objective Optimization. 77-82 - Sang Nguyen

, Zoran Salcic, Utsav Trivedi, Xuyun Zhang
:
Predicting Parking Occupancy by FPGA-Accelerated DNN Models at Fog Layer. 83-88 - Claudio Cicconetti

, Marco Conti, Andrea Passarella
:
On Realizing Stateful FaaS in Serverless Edge Networks: State Propagation. 89-96 - Khalid Mahmood, Tore Risch, Kjell Orsborn:

Analytics of IIoT Data Using a NoSQL Datastore. 97-104 - Federico Concone

, Fabrizio De Vita
, Ajay Pratap
, Dario Bruneo, Giuseppe Lo Re
, Sajal K. Das:
A Novel Recruitment Policy to Defend against Sybils in Vehicular Crowdsourcing. 105-112 - Giovanni Cicceri

, Giuseppe Tricomi, Zakaria Benomar
, Francesco Longo, Antonio Puliafito, Giovanni Merlino:
DILoCC: An approach for Distributed Incremental Learning across the Computing Continuum. 113-120 - Sreenivasan Ramasamy Ramamurthy

, Indrajeet Ghosh
, Aryya Gangopadhyay, Elizabeth Galik, Nirmalya Roy:
STAR: A Scalable Self-taught Learning Framework for Older Adults' Activity Recognition. 121-128 - Gozde Cay

, Dhaval Solanki
, Vignesh Ravichandran
, Laurie Hoffman, Abbot Laptook, James Padbury, Amy L. Salisbury
, Kunal Mankodiya
:
Baby-Guard: An IoT-based Neonatal Monitoring System Integrated with Smart Textiles. 129-136 - Swaroop Gowdra Shanthakumar, Anand Seetharam, Arti Ramesh:

Understanding the Societal Disruption due to COVID-19 via User Tweets. 137-144 - Zhi Zeng

, Chi-Yin Chow, Ning Li
:
DA-BERT: Enhancing Knowledge Selection in Dialog via Domain Adapted BERT with Dynamic Masking Probability. 145-152 - Alvi Ataur Khalil

, Alexander J. Byrne, Mohammad Ashiqur Rahman
, Mohammad Hossein Manshaei:
REPlanner: Efficient UAV Trajectory-Planning using Economic Reinforcement Learning. 153-160 - Luca Sciullo, Ivan Dimitry Ribeiro Zyrianoff

, Angelo Trotta, Marco Di Felice:
WoT Micro Servient: Bringing the W3C Web of Things to Resource Constrained Edge Devices. 161-168 - Ivan D. Zyrianoff

, Alexandre Heideker
, Luca Sciullo, Carlos Kamienski
, Marco Di Felice:
Interoperability in Open IoT Platforms: WoT-FIWARE Comparison and Integration. 169-174 - Simone Bolettieri, Raffaele Bruno

, Enzo Mingozzi:
Joint Device Association and Resource Allocation for Time-critical IoT Applications in MEC-empowered 5G Networks. 175-180 - Omid Setayeshfar, Karthika Subramani, Xingzi Yuan, Raunak Dey, Dezhi Hong, Kyu Hyung Lee, In Kee Kim:

ChatterHub: Privacy Invasion via Smart Home Hub. 181-188 - Jeffrey C. Kimmell, Mahmoud Abdelsalam, Maanak Gupta:

Analyzing Machine Learning Approaches for Online Malware Detection in Cloud. 189-196 - Shuangsheng Lou, Nisha Panwar

, Gagan Agrawal:
Integrity Verification for Streaming IoT Applications with a Minimalist Logging Scheme. 197-202 - Vincenzo Agate

, Federico Concone
, Salvatore Gaglio, Andrea Giammanco
:
A Hybrid Recommender System for Cultural Heritage Promotion. 203-208 - Hsuan Su, Leehter Yao, Dennis Hou, Miles Sun, Janpu Hou, Jeffrey Ying, Hsin-Yu Feng, Po-Ying Chen, Raymond Hou:

Cloud Computing Management Architecture for Digital Health Remote Patient Monitoring. 209-214 - Jesse Russell:

Machine Learning Equity and Accuracy in an Applied Justice Setting. 215-221 - Gionatan Gallo, Francesco di Rienzo

, Pietro Ducange, Vincenzo Ferrari, Alessandro Tognetti, Carlo Vallati:
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning. 222-227 - Giovanni Cicceri

, Roberta Maisano, Nathalie Morey, Salvatore Distefano:
SWIMS: the Smart Wastewater Intelligent Management System. 228-233 - Rishabh Gandhi, Yanyan Li:

Comparing Machine Learning and Deep Learning for IoT Botnet Detection. 234-239 - John A. Stankovic, Tu Le, Abdeltawab M. Hendawi, Yuan Tian:

Hardware/Software Security Patches for the Internet of Things. 240-245 - Satoshi Okada, Daisuke Miyamoto, Yuji Sekiya

, Hiroshi Nakamura
:
New LDoS Attack in Zigbee Network and its Possible Countermeasures. 246-251 - Akhil Sriram, Yanyan Li, Ahmad Hadaegh:

Mining Social Media to Understand User Opinions on IoT Security and Privacy. 252-257 - Eranga Bandara, Xueping Liang, Peter Foytik, Sachin Shetty

:
Blockchain and Self-Sovereign Identity Empowered Cyber Threat Information Sharing Platform. 258-263 - Shunta Ishihara, Chiemi Watanabe, Toshiyuki Amagasa

:
Supporting Insertion in Encrypted Multi-Maps with Volume Hiding. 264-269 - Marin Matsumoto, Masato Oguchi:

Speeding Up Encryption on IoT Devices Using Homomorphic Encryption. 270-275 - Kunal Rao, Giuseppe Coviello, Min Feng, Biplob Debnath, Wang-Pin Hsiung, Murugan Sankaradass, Yi Yang, Oliver Po, Utsav Drolia, Srimat T. Chakradhar:

F3S: Free Flow Fever Screening. 276-285 - Vivek Bharati:

An Efficient Edge Deep Learning Computer Vision System to Prevent Sudden Infant Death Syndrome. 286-291 - Mansi Sahi, Md. Al Maruf, Akramul Azim, Nitin Auluck:

A Framework for Partitioning Support Vector Machine Models on Edge Architectures. 293-298 - Soichiro Higuma, Kosuke Hatai, Yuuki Nishiyama, Kaoru Sezaki:

Towards Estimating UV Exposure Using GPS Signal Strength from a Carrying Smartphone. 299-304 - Antonio Bordonaro, Federico Concone

, Alessandra De Paola, Giuseppe Lo Re
, Sajal K. Das:
Modeling Efficient and Effective Communications in VANET through Population Protocols. 305-310 - Alessandro Bria, Luigi Ferrigno, Luca Gerevini, Claudio Marrocco

, Mario Molinara, Paolo Bruschi, Mattia Cicalini, Giuseppe Manfredini, Andrea Ria
, Gianni Cerro
, Roberto Simmarano, Giovanni Teolis, Michele Vitelli
:
A False Positive Reduction System For Continuous Water Quality Monitoring. 311-316 - Alessio Bechini

, Alessandro Bondielli, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda:
Mining the Stream of News for City Areas Profiling: a Case Study for the City of Rome. 317-322 - Mario Casillo

, Massimo De Santo, Marco Lombardi, Rosalba Mosca, Domenico Santaniello, Carmine Valentino
:
Recommender Systems And Digital Storytelling To Enhance Tourism Experience In Cultural Heritage Sites. 323-328 - Luca D'Agati

, Francesco Longo, Giovanni Merlino, Antonio Puliafito:
BLE-Enabled On-Site Diagnostics For An IoT/Cloud-Controlled Energy Substation. 329-334 - Marco Zecchini, Alessandra Anna Griesi, Ioannis Chatzigiannakis, Dimitrios Amaxilatis, Orestis Akrivopoulos:

Identifying Water Consumption Patterns in Education Buildings Before, During and After COVID-19 Lockdown Periods. 335-340 - Carlo Scaffidi, Salvatore Distefano:

A Remotely Configurable Hardware/Software Architecture for a Distance IoT Lab. 341-346 - Andrea Augello

, Salvatore Gaglio, Giuseppe Lo Re
, Daniele Peri:
Simulation and Test of UAV Tasks With Resource-Constrained Hardware in the Loop. 347-352 - Fabrizio De Vita

, Giuseppe Sollazzo, Dario Bruneo, Orazio Pellegrino, Gaetano Bosurgi:
A Cloud Platform for Collecting and Processing Road Pavement Multi Sensor Data. 353-358 - Ethan Perry, Qi Han:

Assemble, Control, and Test (ACT): A Management Framework for Indoor IoT Systems. 359-364 - Giuseppe Tricomi, Carlo Scaffidi, Giovanni Merlino, Francesco Longo, Salvatore Distefano, Antonio Puliafito:

From Vertical to Horizontal Buildings Through IoT and Software Defined Approaches. 365-370 - Maria Diamanti

, Maria Tsampazi
, Eirini-Eleni Tsiropoulou
, Symeon Papavassiliou:
Energy Efficient Multi-User Communications Aided by Reconfigurable Intelligent Surfaces and UAVs. 371-376 - Francesco Colace, Cristina Elia, Caterina Gabriella Guida, Angelo Lorusso

, Francesco Marongiu, Domenico Santaniello:
An IoT-based Framework to Protect Cultural Heritage Buildings. 377-382 - Yuqi Wang

, Qi Chen, Wei Wang:
Multi-task BERT for Aspect-based Sentiment Analysis. 383-385 - Federico Concone

, Damiano Cupani, Cedric Ferdico:
SmartWave: a Smart Platform for Marine Environmental Monitoring. 386-388 - Giuseppe Bisicchia

, Stefano Forti
, Antonio Brogi
:
Declarative Goal Mediation in Smart Environments. 389-391 - Giovanni Cicceri

, Roberta Maisano, Nathalie Morey, Salvatore Distefano:
A Novel Architecture for the Smart Management of Wastewater Treatment Plants. 392-394 - Cameron Reid, Snehasis Mukhopadhyay:

Mutual Reinforcement Learning with Heterogenous Agents. 395-397 - Vikram Nagapudi, Ameeta Agrawal, Nirupama Bulusu:

Extracting Physical Events from Digital Chatter for Covid-19. 398-400 - Federico Montori, Vincenzo Armandi, Luca Bedogni:

IoT End-User Service Composition via a Visual Programming Interface. 401-403 - Khalid Mahmood, Tore Risch:

Scalable Real-Time Analytics for IoT Applications. 404-406 - Yusuke Motoki, Makoto Nakayama, Shunsuke Kondo, Eri Ishikawa, Sakura Jinno, Jin Nakazawa:

DEMO: Extracting Multiple Promotional Media Elements from Urban Spaces. 407-409 - Saira Bano:

PhD Forum Abstract: Efficient Computing and Communication Paradigms for Federated Learning Data Streams. 410-411 - Zakaria Benomar

:
PhD Forum Abstract: I/Ocloud: Adopting the IaaS Paradigm in the Internet of Things. 412-413 - Andrea Garbugli

:
PhD Forum Abstract: Ultra-low Latency Communication in TSN-based Virtual Environments. 414-415 - Guoxi Wang:

PhD Forum Abstract: Privacy-preserving Data Collection and Sharing in Smart Spaces. 416-417 - Jayanta Choudhury, Piseth Ky, Yiyu Ren, Chenhua Shi

:
Hypersphere for Branching Node for the Family of Isolation Forest Algorithms. 418-423 - Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud

, Abhishek Dubey:
Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response. 424-429

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