├── .gitignore ├── CONTRIBUTING.md ├── DL ├── README.md ├── python │ ├── BDL_KERAS_CIFAR_CNN.bigdl.8 │ ├── BDL_KERAS_CIFAR_CNN.bin.8 │ ├── cifar10_ResNet20v1_model_91470.h5 │ ├── infer_cifar.py │ ├── infer_cifar_max.py │ ├── infer_cifar_stream.py │ ├── infer_imagenet_pytorch_max.py │ ├── keras_cifar10_trained_model_78.h5 │ ├── send_images_cifar.py │ └── send_images_cifar_stream.py └── scala │ ├── bigdl_resnet_model_887 │ ├── build.sbt │ ├── project │ └── assembly.sbt │ └── src │ └── main │ └── scala │ └── com │ └── iot-analytics-benchmark │ ├── infer_cifar_stream.scala │ ├── infer_imagenet_max.scala │ └── send_images_cifar_stream.scala ├── LICENSE.txt ├── ML ├── README.md ├── python │ ├── calc_cutoffs.py │ ├── iotgen_lr.py │ ├── iotgen_lr_python.py │ ├── iotstream_lr.py │ ├── iotstream_lr_kafka.py │ ├── iotstream_lr_mqtt.py │ ├── iottrain_lr.py │ ├── sim_sensors_lr.py │ ├── sim_sensors_lr_kafka.py │ └── sim_sensors_lr_mqtt.py ├── scala │ ├── build.sbt │ ├── project │ │ └── assembly.sbt │ └── src │ │ └── main │ │ └── scala │ │ └── com │ │ └── iot-analytics-benchmark │ │ ├── iotgen_lr.scala │ │ ├── iotstream_lr_kafka.scala │ │ ├── iotstream_lr_mqtt.scala │ │ ├── iottrain_lr.scala │ │ ├── sim_sensors_lr_kafka.scala │ │ └── sim_sensors_lr_mqtt.scala ├── sensor_data.csv └── sim_sensor_output.txt └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /DL/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/README.md -------------------------------------------------------------------------------- /DL/python/BDL_KERAS_CIFAR_CNN.bigdl.8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/BDL_KERAS_CIFAR_CNN.bigdl.8 -------------------------------------------------------------------------------- /DL/python/BDL_KERAS_CIFAR_CNN.bin.8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/BDL_KERAS_CIFAR_CNN.bin.8 -------------------------------------------------------------------------------- /DL/python/cifar10_ResNet20v1_model_91470.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/cifar10_ResNet20v1_model_91470.h5 -------------------------------------------------------------------------------- /DL/python/infer_cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/infer_cifar.py -------------------------------------------------------------------------------- /DL/python/infer_cifar_max.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/infer_cifar_max.py -------------------------------------------------------------------------------- /DL/python/infer_cifar_stream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/infer_cifar_stream.py -------------------------------------------------------------------------------- /DL/python/infer_imagenet_pytorch_max.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/infer_imagenet_pytorch_max.py -------------------------------------------------------------------------------- /DL/python/keras_cifar10_trained_model_78.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/keras_cifar10_trained_model_78.h5 -------------------------------------------------------------------------------- /DL/python/send_images_cifar.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/send_images_cifar.py -------------------------------------------------------------------------------- /DL/python/send_images_cifar_stream.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/python/send_images_cifar_stream.py -------------------------------------------------------------------------------- /DL/scala/bigdl_resnet_model_887: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/bigdl_resnet_model_887 -------------------------------------------------------------------------------- /DL/scala/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/build.sbt -------------------------------------------------------------------------------- /DL/scala/project/assembly.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/project/assembly.sbt -------------------------------------------------------------------------------- /DL/scala/src/main/scala/com/iot-analytics-benchmark/infer_cifar_stream.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/src/main/scala/com/iot-analytics-benchmark/infer_cifar_stream.scala -------------------------------------------------------------------------------- /DL/scala/src/main/scala/com/iot-analytics-benchmark/infer_imagenet_max.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/src/main/scala/com/iot-analytics-benchmark/infer_imagenet_max.scala -------------------------------------------------------------------------------- /DL/scala/src/main/scala/com/iot-analytics-benchmark/send_images_cifar_stream.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/DL/scala/src/main/scala/com/iot-analytics-benchmark/send_images_cifar_stream.scala -------------------------------------------------------------------------------- /LICENSE.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/LICENSE.txt -------------------------------------------------------------------------------- /ML/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/README.md -------------------------------------------------------------------------------- /ML/python/calc_cutoffs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/calc_cutoffs.py -------------------------------------------------------------------------------- /ML/python/iotgen_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iotgen_lr.py -------------------------------------------------------------------------------- /ML/python/iotgen_lr_python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iotgen_lr_python.py -------------------------------------------------------------------------------- /ML/python/iotstream_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iotstream_lr.py -------------------------------------------------------------------------------- /ML/python/iotstream_lr_kafka.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iotstream_lr_kafka.py -------------------------------------------------------------------------------- /ML/python/iotstream_lr_mqtt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iotstream_lr_mqtt.py -------------------------------------------------------------------------------- /ML/python/iottrain_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/iottrain_lr.py -------------------------------------------------------------------------------- /ML/python/sim_sensors_lr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/sim_sensors_lr.py -------------------------------------------------------------------------------- /ML/python/sim_sensors_lr_kafka.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/sim_sensors_lr_kafka.py -------------------------------------------------------------------------------- /ML/python/sim_sensors_lr_mqtt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/python/sim_sensors_lr_mqtt.py -------------------------------------------------------------------------------- /ML/scala/build.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/build.sbt -------------------------------------------------------------------------------- /ML/scala/project/assembly.sbt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/project/assembly.sbt -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/iotgen_lr.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/iotgen_lr.scala -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/iotstream_lr_kafka.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/iotstream_lr_kafka.scala -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/iotstream_lr_mqtt.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/iotstream_lr_mqtt.scala -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/iottrain_lr.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/iottrain_lr.scala -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/sim_sensors_lr_kafka.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/sim_sensors_lr_kafka.scala -------------------------------------------------------------------------------- /ML/scala/src/main/scala/com/iot-analytics-benchmark/sim_sensors_lr_mqtt.scala: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/scala/src/main/scala/com/iot-analytics-benchmark/sim_sensors_lr_mqtt.scala -------------------------------------------------------------------------------- /ML/sensor_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/sensor_data.csv -------------------------------------------------------------------------------- /ML/sim_sensor_output.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/ML/sim_sensor_output.txt -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/vmware-archive/iot-analytics-benchmark/HEAD/README.md --------------------------------------------------------------------------------