Search Results - "Zhao, Zhuofeng"

Data-intensive workflow scheduling strategy based on deep reinforcement learning in multi-clouds by Zhang, Shuo, Zhao, Zhuofeng, Liu, Chen, Qin, Shenghui

“…With the increase development of Internet of Things devices, the data-intensive workflow has emerged as a new kinds of representation for IoT applications…”
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Potential trend discovery for highway drivers on spatio‐temporal data by Ding, Weilong, Wang, Zhe, Chen, Jun, Xia, Yanqing, Wang, Jianwu, Zhao, Zhuofeng

“…Inter-city transportation plays an important role in modern cities, and has accumulated massive spatio-temporal data from various sensors by IoT (Internet of…”
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Data intelligence on the Internet of Things by Zhou, Zhangbing, Tsang, Kim-Fung, Zhao, Zhuofeng, Gaaloul, Walid

“…The Internet of Things, which enables the interconnection, interoperation, and collaboration between smart things, allows collecting data from various sources,…”
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A Hybrid Processing System for Large-Scale Traffic Sensor Data by Zhao, Zhuofeng, Ding, Weilong, Wang, Jianwu, Han, Yanbo

“…In recent years, with the further adoption of the Internet of Things and sensor technology, all kinds of intelligent transportation system (ITS) applications…”
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A task allocation and pricing mechanism based on Stackelberg game for edge-assisted crowdsensing by Gao, Yuzhou, Ma, Bowen, Leng, Yajing, Zhao, Zhuofeng, Huang, Jiwei

“…With the rapid development and growing popularity of Internet of Things (IoT), edge-assisted crowdsensing has emerged as a new mode of data collection and data…”
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CO-STAR: A collaborative prediction service for short-term trends on continuous spatio-temporal data by Ding, Weilong, Wang, Xuefei, Zhao, Zhuofeng

“…Over various sensory data of Internet of Things, not only the current situation but also the future trends of many fields are required instantly to promote the…”
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Vehicle Trajectory Data Mining for Artificial Intelligence and Real-Time Traffic Information Extraction by Zhang, Peng, Zheng, Jun, Lin, Hailun, Liu, Chen, Zhao, Zhuofeng, Li, Chao

“…It aims to improve the efficiency of information collection and extraction in the current intelligent transportation system, and accurately mine the vehicle…”
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Multi-Graph Spatio-Temporal Convolution for Traffic Flow Prediction Focusing on Edge Derived Imbalanced Data From Highway Electronics by Ding, Weilong, Zhang, Tianpu, Gao, Honghao, Yu, Qi, Wang, Jianwu, Zhao, Zhuofeng

“…The proliferation of Internet of Things (IoT) and the adoption of Edge Computing paradigms have led to a substantial increase in data volume. Data imbalance is…”
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A collaborative calculation on real-time stream in smart cities by Ding, Weilong, Zhang, Shuai, Zhao, Zhuofeng

“…In the smart cities, the travel-time is a typical business calculation to monitor and control the traffic congestions. But it still faces challenges on…”
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An Adaptive Replica Mechanism for Real-Time Stream Processing by Weilong Ding, Zhuofeng Zhao, Yanbo Han

“…In Internet of Things, many applications are modeled as the continuous stream processing of the senor data, the replica mechanism is required to guarantee…”
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A Framework to Improve the Availability of Stream Computing by Weilong Ding, Zhuofeng Zhao, Yanbo Han

“…In Big Data era, continuous data with low latency and high throughput makes high-availability essential for stream computing. Traditional availability…”
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A Real-Time Processing System for Massive Traffic Sensor Data by Zhuofeng Zhao, Qiang Ma

“…With the continuous expansion of the scope of the transportation sensor networks, a new kind of data, namely traffic sensor data, becomes widely available…”
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An Integrated Processing Platform for Traffic Sensor Data and Its Applications in Intelligent Transportation Systems by Zhuofeng Zhao, Jun Fang, Weilong Ding, Jianwu Wang

“…With the continuous expansion of the scope of traffic sensor networks, traffic sensor data becomes widely available and large in amount. Traffic sensor data…”
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A Scalable and Integrated Cloud Monitoring Framework Based on Distributed Storage by Hou Yongdnog, Wang Jing, Zhao Zhuofeng, Han Yanbo

“…With the development of cloud computing technology, it is becoming increasingly important to monitor and manage the cloud resources. For the cloud resources…”
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A Spatio-temporal Parallel Processing System for Traffic Sensory Data by Zhuofeng Zhao, Weiling Ding, Yanbo Han, Jianwu Wang

“…With the continuous expansion of the scope of traffic sensor networks, traffic sensory data becomes widely available and is continuously being produced…”
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Feature-based high-availability mechanism for quantile tasks in real-time data stream processing by Ding, Weilong, Han, Yanbo, Wang, Jing, Zhao, Zhuofeng

“…SUMMARYUnder distributed Cloud environment, the real‐time and continuous data stream makes the availability during processing essential but expensive. For…”
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Road Network Enhanced Traffic Flow Prediction Service by Mei, Yusheng, Zhao, Zhuofeng

“…Traffic flow prediction with trajectories is one core technology of Intelligent Transportation System, but also a challenging task, and the fundamental…”
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Stream-oriented Availability Services for Endpoint-to-endpoint Data Transmission by Weilong Ding, Yanbo Han, Zhuofeng Zhao, Jing Wang

“…Continuous real-time data stream show its significance in many applications under Cloud computing. Traditional high availability mechanism for data stream…”
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A Hierarchical Service Community Model for Cross-Organizational Service Management by Jun Fang, Yanbo Han, Zhuofeng Zhao

“…The paper presents a service community model for services management across management domains. The communities' construction & synchronization mechanisms and…”
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Cost Optimization of Cloud-Based Data Integration System by Peng Zhang, Yanbo Han, Zhuofeng Zhao, Guiling Wang

“…Cloud computing provides virtualized, dynamically-scalable computing power. At the same time, reduction of cost is also considered as an important advantage of…”
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