Aaron Yi Ding

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 87

Top Venues

CoRR

IEEE Internet Comput.

MobiSys

ICTRS

Publications

Hans Jakob Damsgaard, Antoine Grenier, Dewant Katare, Zain Taufique, Salar Shakibhamedan, Tiago Troccoli, Georgios Chatzitsompanis, Anil Kanduri, Aleksandr Ometov, Aaron Yi Ding, Nima Taherinejad, Georgios Karakonstantis, Roger F. Woods, Jari Nurmi
Adaptive approximate computing in edge AI and IoT applications: A review. J. Syst. Archit. 150 (2024)
Berend Kloeg, Aaron Yi Ding, Sjoerd Pellegrom, Yury Zhauniarovich
Charting the Path to SBOM Adoption: A Business Stakeholder-Centric Approach. AsiaCCS (2024)
Tobias Meuser, Lauri Lovén, Monowar H. Bhuyan, Shishir G. Patil, Schahram Dustdar, Atakan Aral, Suzan Bayhan, Christian Becker, Eyal de Lara, Aaron Yi Ding, Janick Edinger, James Gross, Nitinder Mohan, Andy D. Pimentel, Etienne Rivière, Henning Schulzrinne, Pieter Simoens, Gürkan Solmaz, Michael Welzl
Revisiting Edge AI: Opportunities and Challenges. IEEE Internet Comput. 28 (4) (2024)
Dewant Katare, David Solans Noguero, Souneil Park, Nicolas Kourtellis, Marijn Janssen, Aaron Yi Ding
Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset. CoRR (2024)
Vittorio Cozzolino, Leonardo Tonetto, Nitinder Mohan, Aaron Yi Ding, Jörg Ott
Nimbus: Towards Latency-Energy Efficient Task Offloading for AR Services. IEEE Trans. Cloud Comput. 11 (2) (2023)
Helene Knof, Prachi Bagave, Michell Boerger, Nikolay Tcholtchev, Aaron Yi Ding
Exploring CNN and XAI-based Approaches for Accountable MI Detection in the Context of IoT-enabled Emergency Communication Systems. IoT (2023)
Pengyuan Zhou, Lik-Hang Lee, Zhi Liu, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui
Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]. IEEE Veh. Technol. Mag. 18 (4) (2023)
Aaron Yi Ding, Eyal de Lara, Schahram Dustdar, Ella Peltonen, Tobias Meuser
Edge-AI: Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 23432). Dagstuhl Reports 13 (10) (2023)
Abdul-Rasheed Ottun, Pramod C. Mane, Zhigang Yin, Souvik Paul, Mohan Liyanage, Jason Pridmore, Aaron Yi Ding, Rajesh Sharma, Petteri Nurmi, Huber Flores
Social-Aware Federated Learning: Challenges and Opportunities in Collaborative Data Training. IEEE Internet Comput. 27 (2) (2023)
Wiebke Toussaint Hutiri, Aaron Yi Ding, Fahim Kawsar, Akhil Mathur
Tiny, Always-on, and Fragile: Bias Propagation through Design Choices in On-device Machine Learning Workflows. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Dewant Katare, Aaron Yi Ding
Energy-efficient Edge Approximation for Connected Vehicular Services. CISS (2023)
Wanda Li, Zhiwei Xu, Yi Sun, Qingyuan Gong, Yang Chen, Aaron Yi Ding, Xin Wang, Pan Hui
DeepPick: A Deep Learning Approach to Unveil Outstanding Users With Public Attainable Features. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services. IEEE Commun. Surv. Tutorials 25 (4) (2023)
Dewant Katare, Diego Perino, Jari Nurmi, Martijn Warnier, Marijn Janssen, Aaron Yi Ding
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services. CoRR (2023)
Wiebke Toussaint Hutiri, Aaron Yi Ding
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services. SCC (2022)
Leonardo Tonetto, Malintha Adikari, Nitinder Mohan, Aaron Yi Ding, Jörg Ott
Contact duration: Intricacies of human mobility. Online Soc. Networks Media 28 (2022)
Wiebke Toussaint, Aaron Yi Ding
Bias in Automated Speaker Recognition. CoRR (2022)
Prachi Bagave, Marcus Westberg, Roel Dobbe, Marijn Janssen, Aaron Yi Ding
Accountable AI for Healthcare IoT Systems. TPS-ISA (2022)
Wiebke Toussaint Hutiri, Aaron Yi Ding
Towards Trustworthy Edge Intelligence: Insights from Voice-Activated Services. CoRR (2022)
Wiebke Toussaint Hutiri, Aaron Yi Ding
Bias in Automated Speaker Recognition. FAccT (2022)
Dewant Katare, Nicolas Kourtellis, Souneil Park, Diego Perino, Marijn Janssen, Aaron Yi Ding
Bias Detection and Generalization in AI Algorithms on Edge for Autonomous Driving. SEC (2022)
Alphonse Vial, Winnie Daamen, Aaron Yi Ding, Bart van Arem, Serge P. Hoogendoorn
AMSense: How Mobile Sensing Platforms Capture Pedestrian/Cyclist Spatiotemporal Properties in Cities. IEEE Intell. Transp. Syst. Mag. 14 (1) (2022)
Ella Peltonen, Ijaz Ahmad, Atakan Aral, Michele Capobianco, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Ekaterina Gilman, Erkki Harjula, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Nitinder Mohan, Petteri Nurmi, Susanna Pirttikangas, Pawel Sroka, Sasu Tarkoma, Tingting Yang
The Many Faces of Edge Intelligence. IEEE Access 10 (2022)
Leonardo Tonetto, Andrea Carrara, Aaron Yi Ding, Jörg Ott
Where Is My Tag? Unveiling Alternative Uses of the Apple FindMy Service. WoWMoM (2022)
Wiebke Toussaint, Akhil Mathur, Fahim Kawsar, Aaron Yi Ding
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows. CoRR (2022)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Maghsudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for edge AI: a Dagstuhl perspective. Comput. Commun. Rev. 52 (1) (2022)
Wiebke Toussaint Hutiri, Lauriane Gorce, Aaron Yi Ding
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. CoRR (2022)
Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets. INTERSPEECH (2022)
Zihang Lin, Yuwei Zhang, Qingyuan Gong, Yang Chen, Atte Oksanen, Aaron Yi Ding
Structural Hole Theory in Social Network Analysis: A Review. IEEE Trans. Comput. Soc. Syst. 9 (3) (2022)
Wiebke Toussaint, Aaron Yi Ding
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification. CoRR (2021)
Blesson Varghese, Eyal de Lara, Aaron Yi Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis
Revisiting the Arguments for Edge Computing Research. IEEE Internet Comput. 25 (5) (2021)
Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao
Transfer Learning-Based Outdoor Position Recovery With Cellular Data. IEEE Trans. Mob. Comput. 20 (5) (2021)
Aaron Yi Ding, Marijn Janssen, Jon Crowcroft
Trustworthy and Sustainable Edge AI: A Research Agenda. TPS-ISA (2021)
Blesson Varghese, Eyal de Lara, Aaron Yi Ding, Cheol-Ho Hong, Flavio Bonomi, Schahram Dustdar, Paul Harvey, Peter Hewkin, Weisong Shi, Mark Thiele, Peter Willis
Revisiting the Arguments for Edge Computing Research. CoRR (2021)
Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma, Petteri Nurmi
The mobility laws of location-based games. EPJ Data Sci. 10 (1) (2021)
Jiayun Zhang, Yang Chen, Qingyuan Gong, Xin Wang, Aaron Yi Ding, Yu Xiao, Pan Hui
Understanding the Working Time of Developers in IT Companies in China and the United States. IEEE Softw. 38 (2) (2021)
Aaron Yi Ding, Ella Peltonen, Tobias Meuser, Atakan Aral, Christian Becker, Schahram Dustdar, Thomas Hiessl, Dieter Kranzlmüller, Madhusanka Liyanage, Setareh Magshudi, Nitinder Mohan, Jörg Ott, Jan S. Rellermeyer, Stefan Schulte, Henning Schulzrinne, Gürkan Solmaz, Sasu Tarkoma, Blesson Varghese, Lars C. Wolf
Roadmap for Edge AI: A Dagstuhl Perspective. CoRR (2021)
Aaron Yi Ding, Ella Peltonen, Sasu Tarkoma, Lars C. Wolf
Identifying Key Enablers in Edge Intelligence (Dagstuhl Seminar 21342). Dagstuhl Reports 11 (7) (2021)
Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding, Anshuman Kalla
Driving forces for Multi-Access Edge Computing (MEC) IoT integration in 5G. ICT Express 7 (2) (2021)
Wiebke Toussaint, Akhil Mathur, Aaron Yi Ding, Fahim Kawsar
Characterising the Role of Pre-Processing Parameters in Audio-based Embedded Machine Learning. SenSys (2021)
Wiebke Toussaint, Alejandra Gomez Ortega, Jered Vroon, Julian Harty, Gürkan Solmaz, Olya Kudina, Ella Peltonen, Jacky Bourgeois, Aaron Yi Ding
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management. CoRR (2021)
Michael Haus, Aaron Yi Ding, Jörg Ott
Multimodal Co-Presence Detection with Varying Spatio-Temporal Granularity. PerCom Workshops (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems for Intelligent Services in the IoT: A Survey. CoRR (2020)
Michael Haus, Jörg Ott, Aaron Yi Ding
Enabling Seamless Device Association with DevLoc using Light Bulb Networks for Indoor IoT Environments. CoRR (2020)
Jacky Bourgeois, Jered Vroon, Aaron Yi Ding, Ella Peltonen
DatEthics: Ethical Data-Centric Design of Intelligent Behaviour. MobileHCI (Extended Abstracts) (2020)
Ella Peltonen, Mehdi Bennis, Michele Capobianco, Mérouane Debbah, Aaron Yi Ding, Felipe J. Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén, Tommi Mikkonen, Ashwin Rao, Sumudu Samarakoon, Kari Seppänen, Pawel Sroka, Sasu Tarkoma, Tingting Yang
6G White Paper on Edge Intelligence. CoRR (2020)
Vittorio Cozzolino, Jörg Ott, Aaron Yi Ding, Richard Mortier
ECCO: Edge-Cloud Chaining and Orchestration Framework for Road Context Assessment. IoTDI (2020)
Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma
IoT-KEEPER: Detecting Malicious IoT Network Activity Using Online Traffic Analysis at the Edge. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CoRR (2020)
Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui
Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives. Sensors 20 (12) (2020)
Wiebke Toussaint, Aaron Yi Ding
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence. CogMI (2020)
Michael Haus, Jörg Ott, Aaron Yi Ding
DevLoc: Seamless Device Association using Light Bulb Networks for Indoor IoT Environments. IoTDI (2020)
Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott
Edge Chaining Framework for Black Ice Road Fingerprinting. EdgeSys@EuroSys (2019)
Yige Zhang, Aaron Yi Ding, Jörg Ott, Mingxuan Yuan, Jia Zeng, Kun Zhang, Weixiong Rao
Transfer Learning-Based Outdoor Position Recovery with Telco Data. CoRR (2019)
Michael Haus, Aaron Yi Ding, Jörg Ott
The Road Towards Private Proximity Services. WOWMOM (2019)
Michael Haus, Jan Krol, Aaron Yi Ding, Jörg Ott
Feasibility Study of Autonomous Drone-based IoT Device Management in Indoor Environments. MAGESys@SIGCOMM (2019)
Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen
Ethical hacking for boosting IoT vulnerability management: a first look into bug bounty programs and responsible disclosure. ICTRS (2019)
Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy
Practical Prediction of Human Movements Across Device Types and Spatiotemporal Granularities. CoRR (2019)
Michael Haus, Aaron Yi Ding, Qing Wang, Juhani Toivonen, Leonardo Tonetto, Sasu Tarkoma, Jörg Ott
Enhancing Indoor IoT Communication with Visible Light and Ultrasound. ICC (2019)
Aaron Yi Ding, Gianluca Limon De Jesus, Marijn Janssen
Ethical Hacking for IoT Security: A First Look into Bug Bounty Programs and Responsible Disclosure. CoRR (2019)
Babak Alipour, Leonardo Tonetto, Roozbeh Ketabi, Aaron Yi Ding, Jörg Ott, Ahmed Helmy
Where Are You Going Next?: A Practical Multi-dimensional Look at Mobility Prediction. MSWiM (2019)
Niket Agrawal, Jan S. Rellermeyer, Aaron Yi Ding
IoT Resource-aware Orchestration Framework for Edge Computing. CoNEXT Companion (2019)
Michael Haus, Aaron Yi Ding, Jörg Ott
LocalVLC: Augmenting Smart IoT Services with Practical Visible Light Communication. WOWMOM (2019)
Roberto Morabito, Vittorio Cozzolino, Aaron Yi Ding, Nicklas Beijar, Jörg Ott
Consolidate IoT Edge Computing with Lightweight Virtualization. IEEE Netw. 32 (1) (2018)
Aaron Yi Ding, Marijn Janssen
Opportunities for applications using 5G networks: requirements, challenges, and outlook. ICTRS (2018)
Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy
Flutes vs. Cellos: Analyzing Mobility-Traffic Correlations in Large WLAN Traces. INFOCOM (2018)
Vittorio Cozzolino, Oleksii Moroz, Aaron Yi Ding
The Virtual Factory: Hologram-Enabled Control and Monitoring of Industrial IoT Devices. AIVR (2018)
Aaron Yi Ding, Marijn Janssen
5G Applications: Requirements, Challenges, and Outlook. CoRR (2018)
Babak Alipour, Leonardo Tonetto, Aaron Yi Ding, Roozbeh Ketabi, Jörg Ott, Ahmed Helmy
Analyzing Mobility-Traffic Correlations in Large WLAN Traces: Flutes vs. Cellos. CoRR (2018)
Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
Real-Time IoT Device Activity Detection in Edge Networks. NSS (2018)
Madhusanka Liyanage, Pawani Porambage, Aaron Yi Ding
Five Driving Forces of Multi-Access Edge Computing. CoRR (2018)
Michael Haus, Aaron Yi Ding, Chenren Xu, Jörg Ott
Touchless Wireless Authentication via LocalVLC. MobiSys (2018)
Vittorio Cozzolino, Aaron Yi Ding, Ardalan Amiri Sani, Richard Mortier, Dirk Kutscher, Jörg Ott
Empowering Cyber-Physical Systems with FADEX. MobiSys (2018)
Ibbad Hafeez, Markku Antikainen, Aaron Yi Ding, Sasu Tarkoma
IoT-KEEPER: Securing IoT Communications in Edge Networks. CoRR (2018)
Michael Haus, Muhammad Waqas, Aaron Yi Ding, Yong Li, Sasu Tarkoma, Jörg Ott
Security and Privacy in Device-to-Device (D2D) Communication: A Review. IEEE Commun. Surv. Tutorials 19 (2) (2017)
Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott
FADES: Fine-Grained Edge Offloading with Unikernels. HotConNet@SIGCOMM (2017)
Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma
Securing Edge Networks with Securebox. CoRR (2017)
Michael Haus, Aaron Yi Ding, Pan Hui, Jörg Ott
Demo: iConfig: What I See Is What I Configure. CHANTS@MOBICOM (2017)
Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
Toward Secure Edge Networks: Taming Device-to-Device (D2D) Communication in IoT. CoRR (2017)
Ibbad Hafeez, Aaron Yi Ding, Markku Antikainen, Sasu Tarkoma
Poster: IoTURVA: Securing Device-to-Device Communications for IoT. MobiCom (2017)
Michael Haus, Aaron Yi Ding, Jörg Ott
Managing IoT at the Edge: The Case for BLE Beacons. SmartObjects@MobiCom (2017)
Ibbad Hafeez, Aaron Yi Ding, Sasu Tarkoma
IOTURVA: Securing Device-to-Device (D2D) Communication in IoT Networks. CHANTS@MOBICOM (2017)
Huber Flores, Xiang Su, Vassilis Kostakos, Aaron Yi Ding, Petteri Nurmi, Sasu Tarkoma, Pan Hui, Yong Li
Large-scale offloading in the Internet of Things. PerCom Workshops (2017)
Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott, Dirk Kutscher
Enabling Fine-Grained Edge Offloading for IoT. SIGCOMM Posters and Demos (2017)
Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Alexey Kirichenko, Sasu Tarkoma
Securebox: Toward Safer and Smarter IoT Networks. CAN@CoNEXT (2016)
Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Sasu Tarkoma
Demo Abstract: Securebox - A Platform to Safeguard Network Edge. SEC (2016)
Michael Haus, Vittorio Cozzolino, Aaron Yi Ding, Jörg Ott
hub private personal data hub for mobile devices: poster. MobiHoc (2016)
Ibbad Hafeez, Aaron Yi Ding, Lauri Suomalainen, Seppo Hätönen, Valtteri Niemi, Sasu Tarkoma
Demo: Cloud-based Security as a Service for Smart IoT Environments. S3@MobiCom (2015)
Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Henning Schulzrinne, Jon Crowcroft
Vision: Augmenting WiFi Offloading with An Open-source Collaborative Platform. MCS@MobiCom (2015)
Aaron Yi Ding, Yanhe Liu, Sasu Tarkoma, Hannu Flinck, Jon Crowcroft
Demo: An Open-source Software Defined Platform for Collaborative and Energy-aware WiFi Offloading. MobiCom (2015)
José Costa-Requena, Raimo Kantola, Aaron Yi Ding, Jukka Manner, Yanhe Liu, Sasu Tarkoma
Software Defined 5G Mobile Backhaul. 5GU (2014)
Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma
Poster: SoftOffload: a programmable approach toward collaborative mobile traffic offloading. MobiSys (2014)
Aaron Yi Ding, Jon Crowcroft, Sasu Tarkoma, Hannu Flinck
Software defined networking for security enhancement in wireless mobile networks. Comput. Networks 66 (2014)
Aaron Yi Ding, Jouni Korhonen, Teemu Savolainen, Markku Kojo, Jörg Ott, Sasu Tarkoma, Jon Crowcroft
Bridging the gap between internet standardization and networking research. Comput. Commun. Rev. 44 (1) (2014)
Jouni Korhonen, Teemu Savolainen, Aaron Yi Ding, Markku Kojo
Toward network controlled IP traffic offloading. IEEE Commun. Mag. 51 (3) (2013)
Aaron Yi Ding, Bo Han, Yu Xiao, Pan Hui, Aravind Srinivasan, Markku Kojo, Sasu Tarkoma
Enabling energy-aware collaborative mobile data offloading for smartphones. SECON (2013)
Ilpo Järvinen, Binoy Chemmagate, Aaron Yi Ding, Laila Daniel, Markus Isomäki, Jouni Korhonen, Markku Kojo
Effect of Competing TCP Traffic on Interactive Real-Time Communication. PAM (2013)
Samuli Hemminki, Kai Zhao, Aaron Yi Ding, Martti Rannanjärvi, Sasu Tarkoma, Petteri Nurmi
CoSense: a collaborative sensing platform for mobile devices. SenSys (2013)
Ilpo Järvinen, Aaron Yi Ding, Aki Nyrhinen, Markku Kojo
Harsh RED: Improving RED for Limited Aggregate Traffic. AINA (2012)
Aaron Yi Ding, Teemu Savolainen, Jouni Korhonen, Markku Kojo
Speeding up IPv6 transition: Discovering NAT64 and learning prefix for IPv6 address synthesis. ICC (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Aaron Yi Ding