Edith Ngai
Senior Lecturer/Associate Professor at Institutionen för informationsteknologi; Datorteknik
- Mobile phone:
- +46 70 167 93 60
- E-mail:
- edith.ngai@it.uu.se
- Visiting address:
- Hus 10, Lägerhyddsvägen 1
- Postal address:
- Box 337
751 05 UPPSALA
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Short presentation
Edith Ngai is an Associate Professor in Dept. of Information Technology, Uppsala University, Sweden. Her research interests include Internet-of-Things, data analytics, smart cities and e-health. She is a project leader of the GreenIoT (2014-2017) project for open data and sustainable development. She is an Associate Editor for IEEE Access and IEEE Transactions of Industrial Informatics. She is a senior member of ACM and IEEE. She is the coordinator of the Smart City Arena in the IT department.
Keywords
- cloud computing
- data analytics
- ehealth
- internet-of-things
- mobile crowdsensing
- network security and privacy
- smart cities
- sustainable development
- urban computing
Research
My research web page: http://user.it.uu.se/~eding810/
GreenIoT project: http://user.it.uu.se/~eding810/GreenIoT/
SADHealth project: http://www.it.uu.se/research/group/mobility/sadhealth/index.html
Publications
Selection of publications
- SADHealth (2018)
- Can we make a cake and eat it too? (2017)
- Internet of Things for smart cities (2016)
- Cloud-assisted data fusion and sensor selection for Internet of Things (2016)
- Data modelling with Gaussian process in sensor networks for urban environmental monitoring (2016)
- SAfeDJ (2015)
- Green Internet of Things for Smart World (2015)
Recent publications
- Blades (2024)
- An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning (2023)
- Byzantine-Robust Aggregation in Federated Learning Empowered Industrial IoT (2023)
- Auto-weighted Robust Federated Learning with Corrupted Data Sources (2022)
- Special Issue on Collaborative Edge Computing for Social Internet of Things Systems (2022)
All publications
Articles
- An Experimental Study of Byzantine-Robust Aggregation Schemes in Federated Learning (2023)
- Byzantine-Robust Aggregation in Federated Learning Empowered Industrial IoT (2023)
- Auto-weighted Robust Federated Learning with Corrupted Data Sources (2022)
- Special Issue on Collaborative Edge Computing for Social Internet of Things Systems (2022)
- Association Between Objectively Assessed Sleep and Depressive Symptoms During Pregnancy and Post-partum (2022)
- Special Section on Pervasive Edge Computing for Industrial Internet of Things (2021)
- Demand charges and user flexibility (2021)
- Real-time air pollution monitoring with sensors on city bus (2020)
- Secure Information Fusion using Local Posterior for Distributed Cyber-Physical Systems (2020)
- Modeling Human Activity With Seasonality Bursty Dynamics (2020)
- Modeling Human Activity With Seasonality Bursty Dynamics (2020)
- Towards Pricing for Sensor-Cloud (2020)
- Exploiting blockchain data to detect smart Ponzi schemes on Ethereum (2019)
- Depression Prevalence in Postgraduate Students and Its Association With Gait Abnormality (2019)
- Joint Resource Allocation for Latency-Sensitive Services Over Mobile Edge Computing Networks With Caching (2019)
- Stochastic computation offloading and trajectory scheduling for UAV-assisted mobile edge computing (2019)
- Crowdsourcing for Mobile Networks and IoT (2018)
- Buffer State is Enough (2018)
- SADHealth (2018)
- Privacy-preserving scheme in social participatory sensing based on Secure Multi-party Cooperation (2018)
- A City-Wide Real-Time Traffic Management System (2018)
- Ubiquitous transmission of multimedia sensor data in Internet of Things (2018)
- Dependency- and similarity-aware caching for HTTP adaptive streaming (2018)
- Energy-latency tradeoff for energy-aware offloading in mobile edge computing networks (2018)
- Subtask scheduling for distributed robots in cloud manufacturing (2017)
- Guest Editorial Special Section on Internet-of-Things for Smart Cities and Urban Informatics (2017)
- Can we make a cake and eat it too? (2017)
- Profiling energy efficiency and data communications for mobile Internet of Things (2017)
- Privacy-preserving social tie discovery based on cloaked human trajectories (2017)
- On energy-efficient offloading in mobile cloud for real-time video applications (2017)
- Internet of Things for smart cities (2016)
- Cloud-assisted data fusion and sensor selection for Internet of Things (2016)
- Editorial for QShine 2014 Special Issue (2016)
- Special Issue on Cloud Computing for IoT (2016)
- A security patch addressing bandwidth request vulnerabilities in the IEEE 802.16 standard (2016)
- On providing sink anonymity for wireless sensor networks (2016)
- Energy-efficient collaborative outdoor localization for participatory sensing (2016)
- A dynamic graph-based scheduling and interference coordination approach in heterogeneous cellular networks (2016)
- A survey on mobile social networks (2015)
- SAfeDJ (2015)
- Subtasks Scheduling for Distributed Robots in Cloud Manufacturings (2015)
- Green Internet of Things for Smart World (2015)
- Multidimensional context-aware social network architecture for mobile crowdsensing (2014)
- Energy-efficient automatic location-triggered applications on smartphones (2014)
- Quality-of-information-aware data collection for mobile sensor networks (2014)
- On providing location privacy for mobile sinks in wireless sensor networks (2013)
- Cloud Gaming (2013)
- Wireless sensor deployment for collaborative sensing with mobile phones (2011)
- Adaptive random re-routing for differentiated QoS in sensor networks (2010)
- Design, Implementation, and Evaluation of Wireless Sensor Network Systems (2010)
- A delay-aware reliable event reporting framework for wireless sensor–actuator networks (2010)
- An adaptive delay-minimized route design for wireless sensor–actuator networks (2009)
- Composite Gaussian Processes: Scalable Computation and Performance Analysis
- Scalable Belief Updating forUrban Air Quality Modeling and Prediction
Books
Chapters
Conferences
- Blades (2024)
- Approximate Gaussian Process Regression and Performance Analysis Using Composite Likelihood (2020)
- Gaussian Process Learning for Distributed Sensor Networks Under False Data Injection Attacks (2019)
- Detecting Ponzi Schemes on Ethereum (2018)
- Spatio-Temporal Aware Collaborative Mobile Sensing with Online Multi-Hop Calibration (2018)
- Employing attribute-based encryption in systems with resource constrained devices in an information-centric networking context (2017)
- GECKO (2017)
- Cloud-Based Data Fusion in Green IoT for Smart Cities (2017)
- Path planning for aerial sensor networks with connectivity constraints (2017)
- FOCUS (2016)
- Data modelling with Gaussian process in sensor networks for urban environmental monitoring (2016)
- Personalized Mobile-Assisted Smart Transportation (2016)
- A Survey on Mobile Sensing Based Mood-Fatigue Detection for Drivers (2016)
- Dependency-Aware Caching for HTTP Adaptive Streaming (2016)
- Health Drive (2015)
- Facilities Collaboration in Cloud Manufacturing based on Generalized Collaboration Network (2015)
- PM2.5 Monitoring using Images from Smartphones in Participatory Sensing (2015)
- Experiences From A Field Test Using Icn For Live Video Streaming (2015)
- Energy Efficiency as an Orchestration Service for Mobile Internet of Things (2015)
- Collaborative Localization in Participatory Sensing with Load Balancing (2015)
- Energy-efficient Collaborative Localization for Participatory Sensing System (2015)
- Vulnerable Friend Identification (2015)
- Vulnerable friend identification (2015)
- Green Small Cell Planning in Smart Cities under Dynamic Traffic Demand (2015)
- Pricing Models for Sensor-Cloud (2015)
- A Case for Node-Local Runtime Parameter Adaptation in Wireless Sensor Networks (2014)
- Energy-efficient sensor selection for data quality and load balancing in wireless sensor networks (2014)
- Supporting Heterogeneous LCD/Camera Links (2014)
- Mood-Fatigue Analyzer (2014)
- SAfeDJ Community (2014)
- Ubiquitous sensor data collection with mobile users (2014)
- SADSense (2014)
- Incentive mechanism for participatory sensing under budget constraints (2014)
- A novel incentive negotiation mechanism for participatory sensing under budget constraints (2014)
- Information-centric collaborative data collection for mobile devices in wireless sensor networks (2014)
- Optimising quality of information in data collection for mobile sensor networks (2013)
- SoNIC (2013)
- An optimisation-based approach for wireless sensor deployment in mobile sensing environments (2012)
- Global Source Mobility in the Content-Centric Networking Architecture (2012)
- A location-based publish/subscribe framework for wireless sensors and mobile phones (2012)
- Seasonal Affective Disorder Monitoring System (2012)
- A glimpse of energy-efficient location-triggered mobile application design and implementation in data collection scenarios (2012)
- Quality-of-Information aware data collection for mobile sensor networks (2012)
- Context-aware sensor data dissemination for mobile users in remote areas (2012)
- On location privacy and quality of information in participatory sensing (2012)
- A ubiquitous publish/subscribe platform for wireless sensor networks with mobile mules (2012)
- A distributed swarm-intelligent localization for sensor networks with mobile nodes (2011)
- Privacy-aware probabilistic sampling for data collection in wireless sensor networks (2011)
- Energy-efficient task mapping for data-driven sensor network macroprogramming using constraint programming (2011)
- Mobile Sources in an Information-Centric Network with Hierarchical Names (2011)
- Sensei-UU — a relocatable WSN testbed supporting repeatable node mobility (2011)
- Cooperative state estimation for preserving privacy of user behaviors in smart grid (2011)
- OppSense (2011)
- RealProct (2011)
- Mode Switch (2010)
- Energy-efficient task-mapping for data-driven sensor network macroprogramming using constraint programming (2010)
- Quality-of-Information Aware Data Delivery for Wireless Sensor Networks (2010)
- An adaptive cross-layer design for prioritized traffic in wireless communications (2010)
- Wireless sensor network deployment in mobile phones assisted environment (2010)
- On Providing Sink Anonymity for Sensor Networks (2009)
- Information-Aware Traffic Reduction for Wireless Sensor Networks (2009)
- On Providing Location Privacy for Mobile Sinks in Wireless Sensor Networks (2009)
- Protecting Receiver Privacy in Routing for Wireless Sensor Networks (2009)
- Adaptive QoS Routing for Significant Events in Wireless Sensor Networks (2008)
- Information Quality Aware Sensor Network Services (2008)
Reports
