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Adaptive Skeleton Graph Decoding
Large language models (LLMs) have seen significant adoption for natural language tasks, owing their success to massive numbers of model …
Shuowei Jin, Yongji Wu, Haizhong Zheng, Qingzhao Zhang, Matthew Lentz, Z. Morley Mao, Atul Prakash, Feng Qian, Danyang Zhuo
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OASIS: Collaborative Neural-Enhanced Mobile Video Streaming
Neural-enhanced video streaming (e.g. super-resolution) is an ongoing revolution which can provide extremely high-quality video …
Shuowei Jin, Ruiyang Zhu, Ahmad Hassan, Xiao Zhu, Xumiao Zhang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
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QUIC is not Quick Enough over Fast Internet
QUIC is expected to be a game-changer in improving web application performance. In this paper, we conduct a systematic examination of …
Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
The Case for Boosting Mobile Application QoE via Smart Band Switching in 5G/xG Networks
5G and future 6G networks support diverse combinations of access technologies, architectures, and radio frequencies, with each …
Ahmad Hassan, Anlan Zhang, Wei Ye, Jason Carpenter, Ruiyang Zhu, Shuowei Jin, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
On Data Fabrication in Collaborative Vehicular Perception: Attacks and Countermeasures
Collaborative perception, which greatly enhances the sensing capability of connected and autonomous vehicles (CAVs) by incorporating …
Qingzhao Zhang, Shuowei Jin, Ruiyang Zhu, Jiachen Sun, Xumiao Zhang, Qi Alfred Chen, Z. Morley Mao
Poster: QUIC is not Quick Enough over Fast Internet
QUIC is a multiplexed transport-layer protocol over UDP and comes with enforced encryption. It is expected to be a game-changer in …
Xumiao Zhang, Shuowei Jin, Yi He, Ahmad Hassan, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
Vivisecting Mobility Management in 5G Cellular Networks
With 5G’s support for diverse radio bands and different deployment modes, e.g. standalone (SA) vs. non-standalone (NSA), mobility …
Ahmad Hassan, Arvind Narayanan, Anlan Zhang, Wei Ye, Ruiyang Zhu, Shuowei Jin, Jason Carpenter, Z. Morley Mao, Zhi-Li Zhang, Feng Qian
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ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases
Modern database management systems (DBMS) contain tens to hundreds of critical performance tuning knobs that determine the system …
Xinyi Zhang, Hong Wu, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui
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A Variegated Look at 5G in the Wild: Performance, Power, and QoE Implications
Motivated by rapidly expanding deployment of 5G services, we carry out an in-depth study to understand how 5G impacts application …
Arvind Narayanan, Xumiao Zhang, Ruiyang Zhu, Ahmad Hassan, Shuowei Jin, Xiao Zhu, Denis Rybkin, Dustin Zhang, Michael Yang, Z. Morley Mao, Feng Qian, Zhi-Li Zhang
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Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference
Inferring social relations from user trajectory data is of great value in real-world applications such as friend recommendation and …
Yongji Wu, Defu Lian, Shuowei Jin, Enhong Chen
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