Internet of Things     


Internet of Things Publications


Detection of Stereotypical Motor Movements in Autism using a Smartwatch-based System
Hillol Sarker, Allison Tam, Morgan Foreman, Nicholas Fay, Murtaza Dhuliawala, and Amar Das
AMIA Annual Symposium Proceedings, pp. 952, 2018

Machine Learning Assisted Heuristic Approach for Optimal Task Deployment in Hybrid Cloud-Edge Environments
Timothy Lynar, Fatemeh Jalali, Ramachandra Rao Kolluri, Olivia J Smith, Frank Suits
Workshop on AI for Internet of Things (AI4IoT), IJCAI ECAI 2018

Scheduling Fast Local Rule-Based Controllers for Optimal Operation of Energy Storage
Julian de Hoog, Khalid Abdulla, Ramachandra Rao Kolluri, and Paras Karki
ACM International Conference on Future Energy Systems (ACM e-Energy), 2018
Winner of Best Presentation Award (Notes category)

Kestrel: Video Analytics for Augmented Multi-Camera Vehicle Tracking.
Hang Qiu, Xiaochen Liu, Swati Rallapalli, Archith J. Bency, Kevin Chan, Rahul Urgaonkar, B. S. Manjunath, Ramesh Govindan

Domestic Activities Classification Based on CNN Using Shuffling and Mixing Data Augmentation
Tadanobu Inoue, Phongtharin Vinayavekhin, Shiqiang Wang, David Wood, Nancy Greco, Ryuki Tachibana
Technical Report, DCASE2018 Challenge
Ranked number one in DCASE Challenge 2018, Task 5

When edge meets learning: adaptive control for resource-constrained distributed machine learning
S. Wang, T. Tuor, T. Salonidis, K. K. Leung, C. Makaya, T. He, and K. Chan

Towards "Smarter" Vehicles through Cloud-Backed Swarm Cognition
A. Vega, A. Buyuktosunoglu, P. Bose
IEEE Intelligent Vehicles Symposium (IV 2018)

Data Driven Chiller Sequencing for Reducing HVAC Electricity Consumption in Commercial Buildings
Z. Zheng, Q. Chen, F. Chen, N. Guan, A. Vishwanath, D. Wang and F. Liu
ACM International Conference on Future Energy Systems (ACM e-Energy), Germany, June 2018.
Winner of Best Paper Award

Compressed Sensing With Approximate Message Passing Using In-Memory Computing
M. Le Gallo*, A. Sebastian*, G. Cherubini, H. Giefers, E. Eleftheriou
IEEE Transactions on Electron Devices 65(10), 4304, 2018

Mixed-precision in-memory computing
Manuel Le Gallo*, Abu Sebastian*, Roland Mathis, Matteo Manica, Heiner Giefers, Tomas Tuma, Costas Bekas, Alessandro Curioni, Evangelos Eleftheriou
Nature Electronics1, 246-253, 2018

IoT Context Descriptor: Situation Detection and Action Invocation Model for Real-time High-volume Transactions
M. Abe, G. Yamamoto and S. Furuichi
the 3rd IEEE International Congress on Internet of Things, 2018

My Being to Your Place, Your Being to My Place: Co-present Robotic Avatars Create Illusion of Living Together
Bumsoo Kang, Inseok Hwang, Jinho Lee, Seungchul Lee, Taegyeong Lee, Youngjae Chang, Min Kyung Lee
Proceedings of the 16th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2018), pp. 54--67, ACM

Analysis of Data Dissemination and Control in Social Internet of Vehicles
Chen, Pin-Yu and Cheng, Shin-Ming and Sung, Meng-Hsuan
IEEE Internet of Things Journal, IEEE, 2018


Darnet: A Deep Learning Solution for Distracted Driving Detection
Christopher Streiffer, Ramya Raghavendra, Theophilus Benson, Mudhakar Srivatsa
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Industrial Track, pp. 22--28, ACM, 2017

CAir: Mobile-health intervention for COPD patients
T Brunschwiler, R Straessle, J Weiss, B Michel, T Van Kessel, Bong Jun Ko, David Wood, Yves Nordmann, Ulrich Muehlner
e-Health Networking, Applications and Services (Healthcom), 2017 IEEE 19th International Conference on

Internet of the body and cognitive companion: Enabling high-quality monitoring of patients at home
R Straessle, Yuksel Temiz, S Gerke, J Weiss, Arvind Sridhar, Stephan Paredes, Thomas Brunschwiler, E Loertscher, N Ebejer, Bruno Michel, T van Kessel, I Faro, S Zafar, F Libsch, MA Taubenblatt, K Matsumoto
2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom)

An IoT Solution for Optimal Energy Storage Operation
de Hoog, Julian and Amarasekara, Bhagya and Jalali, Fatemeh
Workshop on AI for Internet of Things (AI4IoT) in conjunction with IJCAI 2017

Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices.
Zongqing Lu, Swati Rallapalli, Kevin S. Chan, Thomas F. La Porta
ACM Multimedia, 2017

On the Complexity of Optimal Request Routing and Content Caching in Heterogeneous Cache Networks
Dehghan, Mostafa and Jiang, Bo and Seetharam, Anand and He, Ting and Salonidis, Theodoros and Kurose, Jim and Towsley, Don and Sitaraman, Ramesh
IEEE/ACM Transactions on Networking 25(3), 1635--1648, IEEE, 2017

Fast Transparent Virtual Machine Migration in Distributed Edge Cloud
Lucas Chaufournier, Prateek Sharma, Franck Le, Erich Nahum, Prashant Shenoy, Don Towsley
ACM/IEEE Symposium on Edge Computing, 2017

Characterizing and Classifying IoT Traffic in Smart Cities and Campuses
A. Sivanathan, D. Sherrat, H. Habibi Gharakheili, A. Radford, C. Wijenayake, A. Vishwanath, and V. Sivaraman
IEEE INFOCOM Workshop on SmartCity: Smart Cities and Urban Computing, USA, May 2017.

A Data Driven Pre-cooling Framework for Energy Cost Optimization in Commercial Buildings
A. Vishwanath, V. Chandan, C. Mendoza, and C. Blake
ACM International Conference on Future Energy Systems (ACM e-Energy), Hong Kong, May 2017.

Temporal correlation detection using computational phase-change memory
Abu Sebastian*, Tomas Tuma, Nikolaos Papandreou, Manuel Le Gallo, Lukas Kull, Thomas Parnell, Evangelos Eleftheriou
Nature Communications, 2017

MindfulWatch: A Smartwatch-based System for Real-time Respiration Monitoring During Meditation
Tian Hao, Chongguang Bi, Guoliang Xing, Roxane Chan, Linlin Tu
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT)1, 2017

Cognitive IoT Gateways: Automatic Task Sharing and Switching between Cloud and Edge/Fog Computing
Jalali, Fatemeh and Smith, Olivia J and Lynar, Timothy and Suits, Frank
Proceedings of the SIGCOMM Posters and Demos, pp. 121--123, 2017
Fatemeh Jalali is selected as one of Australia's most innovative engineers 2018 by Engineers Australia based on this work

Greening IoT with Fog: A Survey
Jalali, Fatemeh and Khodadustan, Safieh and Gray, Chrispin and Hinton, Kerry and Suits, Frank
IEEE International Conference on Edge Computing (EDGE) 2017

Rule-based Situation Inference for Connected Vehicles
M. Abe, G. Yamamoto and T. Miyahira
the 2nd IEEE International Congress on Internet of Things, 2017

Cloud to edge: distributed deployment of process-aware IoT applications
Rakesh Jain, Samir Tata
Edge Computing (EDGE), 2017 IEEE International Conference on, pp. 182--189

Formal Model and Method to Decompose Process-Aware IoT Applications
Samir Tata, Kais Klai, Rakesh Jain
OTM Confederated International Conferences" On the Move to Meaningful Internet Systems", pp. 663--680, 2017

Living in the Cloud or on the Edge: Opportunities and Challenges of IOT Application Architecture
Samir Tata, Rakesh Jain, Heiko Ludwig, Sandeep Gopisetty
Services Computing (SCC), 2017 IEEE International Conference on, IEEE

Card-stunt as a Service: Empowering a Massively Packed Crowd for Instant Collective Expressiveness
Chungkuk Yoo, Inseok Hwang, Seungwoo Kang, Myung-Chul Kim, Seonghoon Kim, Daeyoung Won, Yu Gu, Junehwa Song
Proceedings of the 15th Annual International Conference on Mobile Systems, Applications, and Services (MobiSys 2017), pp. 121--135 , ACM
Abstract   Best Video Award

Policy conflict resolution in iot via planning
Emre G\"oyn\"ug\"ur, Sara Bernardini, Geeth de Mel, Kartik Talamadupula, Murat \c{S}ensoy
Canadian Conference on Artificial Intelligence, pp. 169--175, 2017

A knowledge driven policy framework for internet of things
Emre Goynugur, Geeth de Mel, Murat Sensoy, Kartik Talamadupula, Seraphin Calo
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, pp. 207--216, 2017

Analysis of Information Delivery Dynamics in Cognitive Sensor Networks Using Epidemic Models
Chen, Pin-Yu and Cheng, Shin-Ming and Hsu, Hui-Yu
IEEE Internet of Things Journal, IEEE, 2017

Traffic-aware Patching for Cyber Security in Mobile IoT
Cheng, Shin-Ming and Chen, Pin-Yu and Lin, Ching-Chao and Hsiao, Hsu-Chun
IEEE Communications Magazine 55(7), 29-35, 2017

Dynamic service placement for mobile micro-clouds with predicted future costs
Wang, Shiqiang and Urgaonkar, Rahul and He, Ting and Chan, Kevin and Zafer, Murtaza and Leung, Kin K
IEEE Transactions on Parallel and Distributed Systems 28(4), 1002--1016, IEEE, 2017


An Axiomatic Framework for Ex-Ante Dynamic Pricing Mechanisms in Smart Grid
Sambaran Bandyopadhyay, Ramasuri Narayanam, Pratyush Kumar, Sarvapali D. Ramchurn, Vijay Arya, Iskandarbin Petra
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, USA., pp. 3800--3806

City-Wide Traffic Flow Estimation from Limited Number of Low Quality Cameras [pdf]
Tsuyoshi Id\'e, Takayuki Katsuki, Tetsuro Morimura, Robert Morris
IEEE Transactions on Intelligent Transportation Systems, IEEE, 2016

Domain Adaptation of CNN Based Acoustic Models Under Limited Resource Settings.
Suzuki, Masayuki and Tachibana, Ryuki and Thomas, Samuel and Ramabhadran, Bhuvana and Saon, George
INTERSPEECH, pp. 1588--1592, 2016

DeepCham: Collaborative Edge-Mediated Adaptive Deep Learning for Mobile Object Recognition
Li, Dawei and Salonidis, Theodoros and Desai, Nirmit V and Chuah, Mooi Choo
Edge Computing (SEC), IEEE/ACM Symposium on, pp. 64--76, 2016

Resource Hunting on the Edge
Salem, Ahmed and Desai, Nirmit and Salonidis, Theodoros and Nadeem, Tamer
Edge Computing (SEC), IEEE/ACM Symposium on, pp. 83--84, 2016

Interconnecting Fog computing and microgrids for greening IoT
Jalali, Fatemeh and Vishwanath, Arun and de Hoog, Julian and Suits, Frank
Innovative Smart Grid Technologies-Asia (ISGT-Asia), 2016 IEEE, pp. 693--698

Fog Computing May Help to Save Energy in Cloud Computing
F. Jalali, K. Hinton, R. S. Ayre, T. Alpcan, R. S. Tucker
IEEE Journal on Selected Areas in Communications 34(5), 1728-1739, 2016


Dynamic service migration in mobile edge-clouds
Wang, Shiqiang and Urgaonkar, Rahul and Zafer, Murtaza and He, Ting and Chan, Kevin and Leung, Kin K
IFIP Networking Conference (IFIP Networking), 2015, pp. 1--9

Resilient, UAV-embedded real-time computing
Vega, Augusto and Lin, Chung-Ching and Swaminathan, Karthik and Buyuktosunoglu, Alper and Pankanti, Sharathchandra and Bose, Pradip
Computer Design (ICCD), 2015 33rd IEEE International Conference on, pp. 736--739

Network-Level Security and Privacy Control for Smart-Home IoT Devices
V. Sivaraman, H. Habibi Gharakheili, A. Vishwanath, R. Boreli, and O. Mehani
IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMoB), UAE, Oct 2015.

RunBuddy: a smartphone system for running rhythm monitoring
Tian Hao, Guoliang Xing, and Gang Zhou
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 133-144, ACM