Energy Consumption for IoT Streaming Applications

摘要

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.