Research Plan

Research Plan

IoT and Machine Learning

• kaiwaehner/hivemq-mqtt-tensorflow-kafka-realtime-iot-machine-learning-training-inference: Real Time Big Data / IoT Machine Learning (Model Training and Inference) with HiveMQ (MQTT), TensorFlow IO and Apache Kafka - no additional data store like S3, HDFS or Spark required
• Machine Learning Quorum Decider (MLQD) for Large Scale IoT Deployments - ScienceDirect
• Machine Learning for Resource Management in Cellular and IoT Networks: Potentials, Current Solutions, and Open Challenges - IEEE Journals & Magazine - IEEE Xplore

Hardware

• symisc/sod: An Embedded Computer Vision & Machine Learning Library (CPU Optimized & IoT Capable)

Managed ML

noahgift/managedmlsystemsandiot: Managed Machine Learning Systems and Internet of Things Live Lesson