32 citations · 41 across the 6 of their papers we have counts for
6 papers
Partial Weight Adaptation for Robust DNN Inference
Xiufeng Xie, Kyu-Han Kim
Mainstream video analytics uses a pre-trained DNN model with an assumption that inference input and training data follow the same probability distribution. However, this assumption…
Grab: Fast and Accurate Sensor Processing for Cashier-Free Shopping
Xiaochen Liu, Yurong Jiang, Kyu-Han Kim +1
Cashier-free shopping systems like Amazon Go improve shopping experience, but can require significant store redesign. In this paper, we propose Grab, a practical system that levera…
Handcrafted vs Deep Learning Classification for Scalable Video QoE Modeling
Dasari Mallesham, Christina Vlachou, Shruti Sanadhya +4
Mobile video traffic is dominant in cellular and enterprise wireless networks. With the advent of diverse applications, network administrators face the challenge to provide high Qo…
Towards Designing PLC Networks for Ubiquitous Connectivity in Enterprises
Kamran Ali, Ioannis Pefkianakis, Alex X. Liu +1
Powerline communication (PLC) provides inexpensive, secure and high speed network connectivity, by leveraging the existing power distribution networks inside the buildings. While P…
Provably Delay Efficient Data Retrieving in Storage Clouds
Yin Sun, Zizhan Zheng, C. Emre Koksal +2
One key requirement for storage clouds is to be able to retrieve data quickly. Recent system measurements have shown that the data retrieving delay in storage clouds is highly vari…
Scheduling of Multicast and Unicast Services under Limited Feedback by using Rateless Codes
Yin Sun, C. Emre Koksal, Kyu-Han Kim +1
Many opportunistic scheduling techniques are impractical because they require accurate channel state information (CSI) at the transmitter. In this paper, we investigate the schedul…