2019 · 15 citations · 13 references
ComputingCloud ComputingInformation TechnologyAir PollutionEdge ComputingInternet Of ThingsEdge ArchitectureEdge Computing InfrastructureEdge DevicesEdge InfrastructureEdge-cloud ArchitectureEdge-cloud IntegrationAir Quality DiagnosticsEdge Computing ArchitecturesEdge Computing NetworksEdge IntelligenceEdge-cloud CollaborationEdge-cloud NetworkingInternet Of Things Edge ComputingReal-time Interface Design
Existing solutions to measuring air quality can be expensive and potentially mutes high air pollution events. The IoT Pollution Project is exploring how IoT concepts can be applied with smart systems to detect pollution in real-time. Using a network of Raspberry Pi prototypes, the project aims to measure heavily populated areas around the City of Tacoma, while building a real-time interface measuring current air quality. The project also explores the use of edge computing as an alternative to cloud computing. The vast expansion of IoT devices poses threats to the infrastructure of cloud computing as more devices process and store data to the cloud. The project demonstrates how edge devices can alleviate the work done on the cloud by calculating rolling averages over a time interval on the edge device and then deploying the data to the cloud. The project uses Microsoft Azure Framework, IoT concepts and edge computing concepts to build the project architecture.
13
Edge Computing: Vision and Challenges
Weisong Shi, Jie Cao, Quan Zhang et al. · IEEE Internet of Things Journal · 2016 · 7.9K citations
Fog computing and its role in the internet of things
Flavio Bonomi, Rodolfo Milito, Jiang Zhu et al. · 2012 · 6K citations · Full text
The Case for VM-Based Cloudlets in Mobile Computing
Mahadev Satyanarayanan, Paramvir Bahl, Rafaela Cáceres et al. · IEEE Pervasive Computing · 2009 · 3.7K citations
The Emergence of Edge Computing
Mahadev Satyanarayanan · Computer · 2017 · 2.5K citations