Search Results - "Yonggang, Wen"
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Data Center Energy Consumption Modeling: A Survey
Published in IEEE Communications surveys and tutorials (2016)“…Data centers are critical, energy-hungry infrastructures that run large-scale Internet-based services. Energy consumption models are pivotal in designing and…”
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2
Cloud radio access network (C-RAN): a primer
Published in IEEE network (01-01-2015)“…In the era of mobile Internet, mobile operators are facing pressure on ever-increasing capital expenditures and operating expenses with much less growth of…”
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3
Collaborative Task Execution in Mobile Cloud Computing Under a Stochastic Wireless Channel
Published in IEEE transactions on wireless communications (01-01-2015)“…This paper investigates collaborative task execution between a mobile device and a cloud clone for mobile applications under a stochastic wireless channel. A…”
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4
Optimal Transcoding and Caching for Adaptive Streaming in Media Cloud: an Analytical Approach
Published in IEEE transactions on circuits and systems for video technology (01-12-2015)“…Nowadays, large-scale video distribution feeds a significant fraction of the global Internet traffic. However, existing content delivery networks may not be…”
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5
A Survey on Data Center Networking (DCN): Infrastructure and Operations
Published in IEEE Communications surveys and tutorials (2017)“…Data centers (DCs), owing to the exponential growth of Internet services, have emerged as an irreplaceable and crucial infrastructure to power this…”
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6
DeepComfort: Energy-Efficient Thermal Comfort Control in Buildings Via Reinforcement Learning
Published in IEEE internet of things journal (01-09-2020)“…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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7
Tensor Canonical Correlation Analysis for Multi-View Dimension Reduction
Published in IEEE transactions on knowledge and data engineering (01-11-2015)“…Canonical correlation analysis (CCA) has proven an effective tool for two-view dimension reduction due to its profound theoretical foundation and success in…”
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8
Energy-Optimal Mobile Cloud Computing under Stochastic Wireless Channel
Published in IEEE transactions on wireless communications (01-09-2013)“…This paper provides a theoretical framework of energy-optimal mobile cloud computing under stochastic wireless channel. Our objective is to conserve energy for…”
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9
A Survey on Consensus Mechanisms and Mining Strategy Management in Blockchain Networks
Published in IEEE access (2019)“…The past decade has witnessed the rapid evolution in blockchain technologies, which has attracted tremendous interests from both the research communities and…”
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10
Resource Management in Cloud Networking Using Economic Analysis and Pricing Models: A Survey
Published in IEEE Communications surveys and tutorials (01-01-2017)“…This paper presents a comprehensive literature review on applications of economic and pricing models for resource management in cloud networking. To achieve…”
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11
Cloud robotics: architecture, challenges and applications
Published in IEEE network (01-05-2012)“…We extend the computation and information sharing capabilities of networked robotics by proposing a cloud robotic architecture. The cloud robotic architecture…”
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12
QoE-Driven Cache Management for HTTP Adaptive Bit Rate Streaming Over Wireless Networks
Published in IEEE transactions on multimedia (01-10-2013)“…In this paper, we investigate the problem of optimal content cache management for HTTP adaptive bit rate (ABR) streaming over wireless networks. Specifically,…”
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13
Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification
Published in IEEE transactions on image processing (01-01-2016)“…The features used in many image analysis-based applications are frequently of very high dimension. Feature extraction offers several advantages in…”
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14
Toward Scalable Systems for Big Data Analytics: A Technology Tutorial
Published in IEEE access (2014)“…Recent technological advancements have led to a deluge of data from distinctive domains (e.g., health care and scientific sensors, user-generated data,…”
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15
Cost-Sensitive Feature Selection by Optimizing F-Measures
Published in IEEE transactions on image processing (01-03-2018)“…Feature selection is beneficial for improving the performance of general machine learning tasks by extracting an informative subset from the high-dimensional…”
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16
On the Cost-QoE Tradeoff for Cloud-Based Video Streaming Under Amazon EC2's Pricing Models
Published in IEEE transactions on circuits and systems for video technology (01-04-2014)“…The emergence of cloud computing provides a cost-effective approach to deliver video streams to a large number of end users with the desired user quality of…”
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17
Facial Age Estimation With Age Difference
Published in IEEE transactions on image processing (01-07-2017)“…Age estimation based on the human face remains a significant problem in computer vision and pattern recognition. In order to estimate an accurate age or age…”
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18
DeepQoE: A Multimodal Learning Framework for Video Quality of Experience (QoE) Prediction
Published in IEEE transactions on multimedia (01-12-2020)“…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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19
Thermal Comfort Modeling for Smart Buildings: A Fine-Grained Deep Learning Approach
Published in IEEE internet of things journal (01-04-2019)“…The emerging Internet of Things (IoT) technology enables smart building management and operation to improve building energy efficiency and occupant thermal…”
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20
Resource Provisioning and Profit Maximization for Transcoding in Clouds: A Two-Timescale Approach
Published in IEEE transactions on multimedia (01-04-2017)“…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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