To systematically cop complex systems engineering in Internet of Things, this paper looks into a technological challenge to effectively and efficiently integrate computing and wireless networking. One aspect is how machine learning and artificial intelligence to influence wireless networking, and another aspect is how wireless networking to enhance artificial intelligence computing. Finally, a holistic computing and networking architecture is introduced to examine implementation of holistic computing and wireless networking.