Search Results - "Guanyu Gao"

DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning by Gao, Guanyu, Li, Jie, Wen, Yonggang

“…Heating, ventilation, and air conditioning (HVAC) are extremely energy consuming, accounting for 40% of total building energy consumption. It is crucial to…”
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DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction by Zhang, Huaizheng, Dong, Linsen, Gao, Guanyu, Hu, Han, Wen, Yonggang, Guan, Kyle

“…Recently, many models have been developed to predict video Quality of Experience (QoE), yet the applicability of these models still faces significant…”
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Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach by Guanyu Gao, Han Hu, Yonggang Wen, Westphal, Cedric

“…Transcoding is widely adopted for content adaptation; however, it may incur excessive resource consumption and processing delays. Taking advantage of cloud…”
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Video transcoding for adaptive bitrate streaming over edge-cloud continuum by Gao, Guanyu, Wen, Yonggang

“…Video transcoding is to create multiple representations of a video for content adaptation. It is deemed as a core technique in Adaptive BitRate (ABR)…”
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Towards Cost-Efficient Video Transcoding in Media Cloud: Insights Learned From User Viewing Patterns by Gao, Guanyu, Zhang, Weiwen, Wen, Yonggang, Wang, Zhi, Zhu, Wenwu

“…Video transcoding in an adaptive bitrate streaming (ABR) system is demanded to support video streaming over heterogenous devices and varying networks. However,…”
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Optimizing Quality of Experience for Adaptive Bitrate Streaming via Viewer Interest Inference by Gao, Guanyu, Zhang, Huaizheng, Hu, Han, Wen, Yonggang, Cai, Jianfei, Luo, Chong, Zeng, Wenjun

“…Rate adaptation is widely adopted in video streaming to improve the quality of experience (QoE). However, most of the existing rate adaptation approaches…”
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Resource provisioning and profit maximization for transcoding in Information Centric Networking by Guanyu Gao, Yonggang Wen, Westphal, Cedric

“…Adaptive bitrate streaming (ABR) has been widely adopted to support video streaming services over heterogeneous devices and varying network conditions. With…”
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QDLCoding: QoS-differentiated low-cost video encoding scheme for online video service by Guanyu Gao, Yonggang Wen, Han Hu

“…Adaptive bitrate (ABR) streaming is the de facto solution in online video services to cope with heterogeneous devices and varying network connections. However,…”
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Cost-efficient and QoS-aware content management in media cloud: Implementation and evaluation by Guanyu Gao, Yonggang Wen, Weiwen Zhang, Han Hu

“…Adaptive bitrate streaming has been proposed to encode video contents into multiple versions for device heterogeneity and changing network conditions. This…”
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Distributed Energy Trading and Scheduling Among Microgrids via Multiagent Reinforcement Learning by Gao, Guanyu, Wen, Yonggang, Tao, Dacheng

“…Renewable energy technologies empower microgrids to generate electricity to supply themselves and trade with others. Under this paradigm, microgrids have…”
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Spatial-Temporal Federated Learning for Lifelong Person Re-identification on Distributed Edges by Zhang, Lei, Gao, Guanyu, Zhang, Huaizheng

“…Data drift is a thorny challenge when deploying person re-identification (ReID) models into real-world devices, where the data distribution is significantly…”
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Dynamic Priority-Based Resource Provisioning for Video Transcoding With Heterogeneous QoS by Gao, Guanyu, Wen, Yonggang, Westphal, Cedric

“…Video transcoding is widely adopted in online video services to transcode videos into multiple representations for dynamic adaptive bitrate streaming. This…”
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EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization by Gao, Guanyu, Dong, Yuqi, Wang, Ran, Zhou, Xin

“…Deep Neural Network (DNN)-based video analytics significantly improves recognition accuracy in computer vision applications. Deploying DNN models at edge…”
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In-situ self-assembly of robust Fe (III)-carboxyl functionalized polyacrylonitrile polymeric bead catalyst for efficient photo-Fenton oxidation of p-nitrophenol by Li, Xiong, Li, Chang, Gao, Guanyu, Lv, Bosheng, Xu, Lusheng, Lu, Yin, Zhang, Guoliang

“…[Display omitted] •Fe-HPAN bead catalyst was synthesized as efficient and reusable photo-Fenton catalyst.•Easy scale-up PAN beads as structured support was…”
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Robust multi-objective load dispatch in microgrid involving unstable renewable generation by Wang, Ran, Xu, Tingli, Xu, Hu, Gao, Guanyu, Zhang, Yang, Zhu, Kun

“…The microgrid improve productivity and performance by rational load balancing and intelligent energy management schemes. This paper addresses a robust…”
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Toward Intelligent Multizone Thermal Control With Multiagent Deep Reinforcement Learning by Li, Jie, Zhang, Wei, Gao, Guanyu, Wen, Yonggang, Jin, Guangyu, Christopoulos, Georgios

“…Energy usage and thermal comfort are the pillars of smart buildings. Many research works have been proposed to save energy while maintaining a comfortable…”
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Text categorization based on improved Rocchio algorithm by Guanyu Gao, Shengxiao Guan

“…Text categorization is used to assign each text document to predefined categories. This paper presents a new text classification method for classifying Chinese…”
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Content-Aware Personalised Rate Adaptation for Adaptive Streaming via Deep Video Analysis by Gao, Guanyu, Dong, Linsen, Zhang, Huaizheng, Wen, Yonggang, Zeng, Wenjun

“…Adaptive bitrate (ABR) streaming is the de facto solution for achieving smooth viewing experiences under unstable network conditions. However, most of the…”
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FogChain: A Blockchain-Based Peer-to-Peer Solar Power Trading System Powered by Fog AI by Gao, Guanyu, Song, Chengru, Bandara, T. G. Thusitha Asela, Shen, Meng, Yang, Fan, Posdorfer, Wolf, Tao, Dacheng, Wen, Yonggang

“…Microgrids, gaining traction from rising distributed generation for carbon reduction, demand novel solutions to regulate on- and off-grid operations, as well…”
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Deep Reinforcement Learning for UAV-Assisted Spectrum Sharing Under Partial Observability by Zhang, Sigen, Wang, Zhe, Gao, Guanyu, Li, Jun, Zhang, Jie, Yin, Ziyan

“…This paper proposes a dynamic spectrum sharing scheme in an unmanned aerial vehicle (UAV) assisted cognitive radio network. The UAV serves as a secondary base…”
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