Table 14.

Some literature on mobile machine learning.

Ref.	Ml Algorithm	Optimization Method	Mobile Device	Application
[138]	GoogLeNet	Layer slimming and fine-tuning with model compression,	Samsung Galaxy S5	Computer vision
[139]	GMM	Combination of k-Nearest Neighbor (kNN) and neural networks to improve GMM algorithm.	MIT Mobile device	Speaker Verification
[140]	DNN	Model Compression, reduced precision, and Rescoring Techniques	Nexus 4 Android Phone	Speech recognition
[52]	CNN(Vgg-F, Vgg-M, Vgg-16)	GPU-based acceleration, branch divergence, memory vectorization, and half floating-point computation.	Samsung S5, Samsung Note 4, Samsung S7	Computer Vision
[63]	CNN	Pointwise group convolution and channel shuffling	ARM-based Mobile Device	Image classification, object detection