What is he best known for?
The fields of study he is best known for:
- Operating system
- Computer network
- Artificial intelligence
Xue Liu mostly deals with Computer network, Quality of service, Distributed computing, Real-time computing and The Internet.
The Computer network study combines topics in areas such as Wireless and Web server.
Xue Liu has researched Distributed computing in several fields, including Web service, Dynamic voltage scaling, Server farm, Queueing theory and Web application.
Xue Liu has included themes like Crowd counting, Image, Simulation and Metric in his Real-time computing study.
His study in The Internet is interdisciplinary in nature, drawing from both Power management, Cloud computing, Electricity and Smart grid.
Xue Liu interconnects Computer security, Trustworthy computing and Overhead in the investigation of issues within Wireless sensor network.
His most cited work include:
- Minimizing Electricity Cost: Optimization of Distributed Internet Data Centers in a Multi-Electricity-Market Environment (458 citations)
- PDA: Privacy-Preserving Data Aggregation in Wireless Sensor Networks (366 citations)
- GreenCloud: a new architecture for green data center (331 citations)
What are the main themes of his work throughout his whole career to date?
His scientific interests lie mostly in Computer network, Distributed computing, Real-time computing, Wireless sensor network and Artificial intelligence.
His Computer network study incorporates themes from Wireless network, The Internet and Wireless ad hoc network.
His The Internet research is multidisciplinary, relying on both Power management and Smart grid.
His Distributed computing research incorporates themes from Scalability, Resource allocation, Quality of service, Scheduling and Cloud computing.
His studies deal with areas such as Energy consumption and Embedded system as well as Real-time computing.
His studies in Wireless sensor network integrate themes in fields like Testbed, Key distribution in wireless sensor networks, Overhead and Dissemination.
He most often published in these fields:
- Computer network (26.73%)
- Distributed computing (26.49%)
- Real-time computing (18.14%)
What were the highlights of his more recent work (between 2017-2021)?
- Artificial intelligence (10.50%)
- Machine learning (5.97%)
- Recommender system (2.86%)
In recent papers he was focusing on the following fields of study:
Artificial intelligence, Machine learning, Recommender system, Distributed computing and Real-time computing are his primary areas of study.
His Artificial intelligence research is multidisciplinary, incorporating elements of Computer vision and Pattern recognition.
His Distributed computing research includes elements of Data modeling, Resource allocation, Power grid, Bandwidth and Renewable energy.
The concepts of his Real-time computing study are interwoven with issues in Information leakage, Global Positioning System, Cyber-physical system and Tracing.
His Scalability study deals with Identification intersecting with Computer network.
He is studying Mobile computing, which is a component of Computer network.
Between 2017 and 2021, his most popular works were:
- Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism (109 citations)
- Adversarial Attacks and Defenses in Deep Learning (65 citations)
- Hierarchical Gating Networks for Sequential Recommendation (50 citations)
In his most recent research, the most cited papers focused on:
- Operating system
- Artificial intelligence
- Computer network
His main research concerns Artificial intelligence, Machine learning, Recommender system, Recurrent neural network and Rule-based machine translation.
His Machine learning study integrates concerns from other disciplines, such as Variety, Graph neural networks, Task and Shared memory.
His Recommender system research integrates issues from Ranking, Autoencoder and Key.
His study looks at the relationship between Deep learning and topics such as Wireless sensor network, which overlap with Data modeling and Wireless.
His biological study spans a wide range of topics, including Computer security and Computer engineering.
Xue Liu merges Distributed computing with Electronic mail in his research.
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