Edith Ngai
Universitetslektor vid Institutionen för informationsteknologi; Datorteknik
- Mobiltelefon:
- 070-167 93 60
- E-post:
- edith.ngai@it.uu.se
- Besöksadress:
- Hus 10, Lägerhyddsvägen 1
- Postadress:
- Box 337
751 05 UPPSALA
Ladda ned kontaktuppgifter för Edith Ngai vid Institutionen för informationsteknologi; Datorteknik
- Akademiska meriter:
- Docent
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Kort presentation
Denna text finns inte på svenska, därför visas den engelska versionen.
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.
Nyckelord
- cloud computing
- data analytics
- ehealth
- internet-of-things
- mobile crowdsensing
- network security and privacy
- smart cities
- sustainable development
- urban computing
Forskning
Denna text finns inte på svenska, därför visas den engelska versionen.
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
Publikationer
Urval av publikationer
- 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)
Senaste publikationer
- 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)
Alla publikationer
Artiklar
- 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
Böcker
Kapitel
Konferenser
- 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)
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