Kang G. Shin
University of Michigan
915 Papers
11.3K Citations
Kang G. Shin is an academic researcher from University of Michigan. The author has contributed to research in topics: Computer science & Scheduling (computing). The author has an hindex of 98, co-authored 885 publications. Previous affiliations of Kang G. Shin include IBM & Sungkyunkwan University.
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Papers
Spatio-temporal Adaptive Pricing for Balancing Mobility-on-Demand Networks
Suining He,Kang G. Shin +1 more
TL;DR: CAPrice is proposed, a novel adaptive pricing scheme for urban MOD networks that uses a new spatio-temporal deep capsule network (STCapsNet) that accurately predicts ride demands and driver supplies with vectorized neuron capsules while accounting for comprehensive spatio/temporal and external factors.
Fault-tolerant real-time communication in distributed computing systems
Qin Zheng,Kang G. Shin +1 more
TL;DR: This paper shows how the basic real-time channels can be enhanced to be fault-tolerant using the multiple disjoint paths between a pair of communicating nodes and shows how this can be achieved by using real- time channels which make "soft" reservation of network resources to ensure the timely delivery of real-Time packets.
Context-Aware Beam Tracking for 5G mmWave V2I Communications
Haichuan Ding,Kang G. Shin +1 more
TL;DR: In this paper , the authors proposed a beam-sweeping decision for 5G mmWave vehicular communications, based on the regularity in vehicle mobility, to help the base station determine when to trigger beam sweeping by exploiting the noisy and quantized beam-specific layer-1 reference signal received power feedback from the vehicle.
Evolution of the Internet QoS and support for soft real-time applications
M.A. El-Gendy,Abhijit Bose,Kang G. Shin +2 more
- 28 Jul 2003
TL;DR: This paper discusses the QoS requirements of many of the above-mentioned real-time applications, and then categorizes them according to the required service levels, and describes the various building blocks often used in QoS approaches.
Transmission delays in hardware clock synchronization
TL;DR: The authors show that it is easy to incorporate the ideas from the communication area into the existing hardware clock synchronization algorithms in order to take into account the presence of both malicious faults and nonzero transmission delays.