Energy Consumption for IoT Streaming Applications
Manoj Muniswamaiah, Tilak Agerwala, Charles C. Tappert · 2020
Usage of Internet of Things (IoT) devices are growing rapidly, resulting in the evolution of IoT infrastructure and efficient energy consumption. Organizations processing IoT big data in real-time for insights require various platforms that process high-velocity data to obtain incremental results. Streaming workflow applications designed consists of different data pipelines to support the decision-making process. These applications run on virtual machines provided by IaaS (Infrastructure as a Service) similar to the on-premise data center. The I/O operations performed by storage systems on these virtual machines result in considerable energy consumption. This paper calculates the energy consumption of storage systems during I/O operations of streaming applications.