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SMARTCOMP 2020: Bologna, Italy
- IEEE International Conference on Smart Computing, SMARTCOMP 2020, Bologna, Italy, September 14-17, 2020. IEEE 2020, ISBN 978-1-7281-6997-2
Main Conference Sessions
Session I - Edge/Fog Computing
- Eugenio Balistri, Francesco Casellato, Carlo Giannelli, Cesare Stefanelli:
Blockchain for Increased Cyber-Resiliency of Industrial Edge Environments. 1-8 - Carlo Puliafito
, Antonio Virdis, Enzo Mingozzi:
The Impact of Container Migration on Fog Services as Perceived by Mobile Things. 9-16 - Praveen Venkateswaran, Cheng-Hsin Hsu, Sharad Mehrotra, Nalini Venkatasubramanian:
REAM: Resource Efficient Adaptive Monitoring of Community Spaces at the Edge Using Reinforcement Learning. 17-24
Session II - Smart Systems I
- Min-Han Tsai, Nalini Venkatasubramanian, Cheng-Hsin Hsu:
Analytics-Aware Storage of Surveillance Videos: Implementation and Optimization. 25-32 - Bipendra Basnyat, Nirmalya Roy, Aryya Gangopadhyay:
Towards AI Conversing: FloodBot using Deep Learning Model Stacks. 33-40 - Afiya Ayman, Michael Wilbur, Amutheezan Sivagnanam, Philip Pugliese, Abhishek Dubey, Aron Laszka
Data-Driven Prediction of Route-Level Energy Use for Mixed-Vehicle Transit Fleets. 41-48
Session III - Machine Learning
- Fabrizio De Vita
Quantitative Analysis of Deep Leaf: a Plant Disease Detector on the Smart Edge. 49-56 - Gevorg Yeghikyan, Felix L. Opolka, Mirco Nanni, Bruno Lepri, Pietro Liò
Learning Mobility Flows from Urban Features with Spatial Interaction Models and Neural Networks**To appear in the Proceedings of 2020 IEEE International Conference on Smart Computing (SMARTCOMP 2020). 57-64 - Henry Muccini
Leveraging Machine Learning Techniques for Architecting Self-Adaptive IoT Systems. 65-72
Session IV - Smart Management and Networking
- Klement Streit, Corinna Schmitt, Carlo Giannelli:
SDN-Based Regulated Flow Routing in MANETs. 73-80 - Simone Bolettieri, Raffaele Bruno:
QoS-Aware Data Management Mechanisms for Optimal Resource Utilisation in Crowd-Assisted Shared Sensor Networks. 81-88 - Nailah Alhassoun, Md. Yusuf Sarwar Uddin
Multi-Network Provisioning for Perpetual Operations in IoT-Enabled Smart Spaces. 89-97
Session V - Mobile Crowdsensing
- Christine Bassem
Forgive But Don't Forget: On Reliable Multi-Task Allocation in Mobile CrowdSensing Platforms. 98-105 - Stepan Mazokha, Fanchen Bao, Jiannan Zhai, Jason O. Hallstrom:
MobIntel: Sensing and Analytics Infrastructure for Urban Mobility Intelligence. 106-113 - Munshi Yusuf Alam, Harshit Anurag, Md. Shahrukh Imam, Sujoy Saha, Mousumi Saha, Subrata Nandi, Sandip Chakraborty:
Urban Safety as a Service During Bike Navigation: My Smartphone Can Monitor My Street-Lights. 114-121
Session VI - Smart IoT
- Giuseppe Tricomi
A NodeRED-based dashboard to deploy pipelines on top of IoT infrastructure. 122-129 - Prince Abudu, Andrew Markham:
Deep Emergent Communication for the IoT. 130-137 - Pooja Gupta
Energy-aware Demand Selection and Allocation for Real-time IoT Data Trading. 138-147
Session VII - Smart Applications
- Anna Lina Ruscelli
A Wireless System for Sport Assessment. 148-155 - Khaled Shuaib, Heba Saleous, Nazar Zaki, Fida Dankar:
A Layered Blockchain Framework for Healthcare and Genomics. 156-163 - Naima Khan, Nirmalya Roy:
Water Quality Assessment with Thermal Images. 164-171
Session VIII - Smart Systems II
- Nathaniel Hudson
Smart Advertisement for Maximal Clicks in Online Social Networks Without User Data. 172-179 - Antonio Bordonaro, Alessandra De Paola, Giuseppe Lo Re
Smart Auctions for Autonomic Ambient Intelligence Systems. 180-187 - Juan Luis Herrera
A Privacy-Aware Architecture to Share Device-to-Device Contextual Information. 188-195
Session IX - Short Papers I
- Ping Hou, Pei Guo, Peng Wu
A Deep Learning Model for Detecting Dust in Earth's Atmosphere from Satellite Remote Sensing Data. 196-201 - Daniel Grimm
Flow-based Aggregation of CAN Frames with Compressed Payload. 202-207 - Eura Shin, Atieh Rajabi Khamesi, Zachary Bahr, Simone Silvestri, Denise A. Baker:
A User-Centered Active Learning Approach for Appliance Recognition. 208-213 - Sopicha Stirapongsasuti, Yugo Nakamura
Privacy-Aware Sensor Data Upload Management for Securely Receiving Smart Home Services. 214-219
Session X - Short Papers II
- Olli Väänänen
Sensor Data Stream on-line Compression with Linearity-based Methods. 220-225 - Luca Calderoni, Dario Maio:
Lightweight Security Settings in RFID Technology for Smart Agri-Food Certification. 226-231 - Qi Chen, Wei Wang, Kaizhu Huang
Multi-modal Adversarial Training for Crisis-related Data Classification on Social Media. 232-237 - Pierfrancesco Bellini, Daniele Bologna, Qi Han, Paolo Nesi, Gianni Pantaleo, Michela Paolucci:
Data Ingestion and Inspection for Smart City Applications. 238-243
Demo/WiP
- Marco Cococcioni
A Novel Posit-based Fast Approximation of ELU Activation Function for Deep Neural Networks. 244-246 - Muhammad Umair
Energy Management of Smart Homes. 247-249 - Arul Mathi Maran Chandran, Maciej Zawodniok, Akim Adekpedjou:
Targeted Learning for the Dynamic Selection of Channel Estimation Methodology. 250-252 - Tiffany-Ellen Vo, Rohan Jhangiani, Ash Robbins, Aviv Elor
Designing User-Specific Soft Robotic Wearable Muscular Interfaces with Iterative Simulation. 253-255 - Francesco di Rienzo, Antonio Virdis, Carlo Vallati, Nicola Carbonaro, Alessandro Tognetti:
A sensorized glove for industrial safety based on Near-Field Communication. 256-258 - Carlo Puliafito
Migration of Multi-container Services in the Fog to Support Things Mobility. 259-261
PhD Forum
- Arul Mathi Maran Chandran:
Missing Data Not At Random: Characterization of Targeted Interference in Wireless Networks. 262-263 - Dimitrios Sikeridis
IoT-enabled Knowledge Extraction and Edge Device Sustainability in Smart Cities. 264-265 - Francesca Righetti
6TiSCH Architecture for the Industrial Internet of Things: Performance Analysis. 266-267
Industry Track
- Petr Skobelev
Multi-agent approach for developing a digital twin of wheat. 268-273 - Hao Niu, Duc Nguyen, Kei Yonekawa, Mori Kurokawa, Shinya Wada, Kiyohito Yoshihara:
Multi-source Transfer Learning for Human Activity Recognition in Smart Homes. 274-277
Workshops
EdgeDL: Third IEEE International Workshop on Deep Learning on Edge for Smart Health and Wellbeing Applications
Session 1: Deep Learning on Edge
- Venkata Devesh Reddy Seethi, Pratool Bharti:
CNN-based Speed Detection Algorithm for Walking and Running using Wrist-worn Wearable Sensors. 278-283 - Tibor Schneider, Xiaying Wang
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. 284-289
Session 2: Machine Learning for Smart Health
- Samaneh Zolfaghari
Towards Vision-based Analysis of Indoor Trajectories for Cognitive Assessment. 290-295 - Lena Oden, Thorsten Witt:
Fall-detection on a wearable micro controller using machine learning algorithms. 296-301
SMARTSYS: Fifth IEEE Workshop on Smart Service Systems
Session 1: Data Collection and Analysis
- Kotaro Ishizu, Teruhiro Mizumoto, Hirozumi Yamaguchi, Teruo Higashino:
Home Activity Recognition Using Aggregated Electricity Consumption Data. 302-307 - Mohammad Arif Ul Alam, Dhawal Kapadia:
LAXARY: A Trustworthy Explainable Twitter Analysis Model for Post-Traumatic Stress Disorder Assessment. 308-313 - Giuseppe Tricomi
Toward a Function-as-a-Service Framework for Genomic Analysis. 314-319
Session 2: Smart Systems and Smart Environments
- Giovanni Cicceri
Smart Healthy Intelligent Room: Headcount through Air Quality Monitoring. 320-325 - Denis Contini, Lucas Fernando Souza de Castro
Simulating Smart Campus Applications in Edge and Fog Computing. 326-331 - Eugenio Cesario
Discovering Multi-density Urban Hotspots in a Smart City. 332-337
Session 3: Applications and Enabling Technologies
- Michele Amoretti, Dario Lodi Rizzini
A Scalable Distributed System for Precision Irrigation. 338-343 - Martina Pappalardo
Enhanced Support of LWM2M in Low Power and Lossy Networks. 344-349 - Francesco Alongi, Nicolò Ghielmetti, Danilo Pau
Tiny Neural Networks for Environmental Predictions: An Integrated Approach with Miosix. 350-355
SSC 2020: Sixth IEEE International Workshop on Sensors and Smart Cities
Technical Session 1
- Pierfrancesco Bellini, Davide Nesi, Paolo Nesi, Mirco Soderi:
Federation of Smart City Services via APIs. 356-361 - Jonathan H. Fink
Digital City Testbed Center: Using campuses as smart city testbeds in the binational Cascadia region. 362-367 - Karen Bakker, Rosemary Knight, Jim Leape, Alan K. Mackworth, Raymond T. Ng, Max Ritts:
Digital Technologies and Dynamic Resource Management. 368-373 - Neha Singh
Flood Detection Framework Fusing The Physical Sensing & Social Sensing. 374-379 - Leonardo Pelonero, Andrea Fornaia, Emiliano Tramontana:
From Smart City to Smart Citizen: Rewarding Waste Recycle by Designing a Data-Centric IoT based Garbage Collection Service. 380-385
Technical Session 2
- Francesca Righetti
Failure management strategies for IoT-based railways systems. 386-391 - Sergio Saponara
Exploiting R-CNN for video smoke/fire sensing in antifire surveillance indoor and outdoor systems for smart cities. 392-397 - Roberto Spina
VSEW: an early warning system for volcanic and seismic events. 398-403 - Carlo Scaffidi, Giuseppe Tricomi
Continuous Green2 Waves for Surfin Smart Cities. 404-409 - Carmine Bourelly, Alessandro Bria, Luigi Ferrigno, Luca Gerevini, Claudio Marrocco
A Preliminary Solution for Anomaly Detection in Water Quality Monitoring. 410-415 - Pierfrancesco Bellini, Daniele Cenni
Anomaly Detection on IOT Data for Smart City. 416-421 - Bipendra Basnyat, Neha Singh
Design and Deployment of a Flash Flood Monitoring IoT: Challenges and Opportunities. 422-427
SCIRS: First IEEE International Workshop on Smart Computing for Industrial and Real-World Systems
- Riccardo Venanzi
Industry 4.0 Solutions for Interoperability: a Use Case about Tools and Tool Chains in the Arrowhead Tools Project. 428-433 - Zakaria Benomar
Fog-Enabled Industrial WSNs to Monitor Asynchronous Electric Motors. 434-439 - Antonio Biscotti, Carlo Giannelli, Cedric Franck Ngatcha Keyi, Roberto Lazzarini
Internet of Things and Blockchain Technologies for Food Safety Systems. 440-445
BITS: Fourth IEEE Workshop on Big Data and IoT Security in Smart Computing
- Kotaro Chinen, Hiroaki Anada
Security Reconsideration and Efficiency Evaluation of Decentralized Multi-authority Anonymous Authentication Scheme. 446-451 - Rikuta Furuta, Hideya Ochiai, Hiroshi Esaki:
Mitigating Privacy Leak by Injecting Unique Noise into the Traffic of Smart Speakers. 452-457 - Takuya Suzuki, Yu Ishimaki, Hayato Yamana
DAMCREM: Dynamic Allocation Method of Computation REsource to Macro-Tasks for Fully Homomorphic Encryption Applications. 458-463
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