Microservice API’s in container Architecture for Autonomous Sensor Network
Kalpana A, Raj Kumar V, N. H. Rajashekhar · International Journal of Scientific and Research Publications · 2020
Microservice based Autonomous surveillance system connects data sources with data sinks using interfaces and message queues for more reliable and scalable performance.In autonomous surveillance systems, data acquisition, message queue, data persist, data analysis and visualize models are running as a microservices in container.Communication between Microservices is very efficient and robust since it is handled by docker-compose file.The proposed paper describes the process of decision making at real-time by integrating of multiple sensors, big data in various format, and disseminate the data from sensors to a visual mode through different level data preprocessing techniques.The preprocessing models from sensors to edge node is running as microservices in containers.The containers named as data acquisition, Data processing, data persistence, Data analyzing and Visualization services.Those processes accomplished by Kafka, mongoDB, TensorFlow, ELK stack deployed in containers.