There is an ever-growing race between what novel applications demand from the infrastructure and what the continuous technological breakthroughs bring in. Especially after the proliferation of smart devices and diverse IoT requirements, we observe the dominance of cutting-edge applications with ever-increased user expectations in terms of mobility, pervasiveness, and real-time response. Over the years, to meet the requirements of those applications, cloud computing provides the necessary capacity for computation, while edge computing ensures low latency. However, these two essential solutions would be insufficient for the next-generation applications since computational and communicational bottlenecks are inevitable due to the highly dynamic load. Therefore, a 3D networking structure using different air layers including Low Altitude Platforms, High Altitude Platforms, and Low Earth Orbits in a harmonized manner for both urban and rural areas should be applied to satisfy the requirements of the dynamic environment. In this perspective, we put forward a novel, next-generation paradigm called Air Computing that presents a dynamic, responsive, and high-resolution computation and communication environment for all spectrum of applications. This research is the main research subject for my PhD studies.
[Journal]
Dynamic Capacity Enhancement using Air Computing: An Earthquake Case , Baris Yamansavascilar, Atay Ozgovde, and Cem Ersoy, Preprint, 2023
[Survey]
Air computing: A survey on a new generation computation paradigm , Baris Yamansavascilar, Atay Ozgovde, and Cem Ersoy, Computer Networks, p. 110653, 2024