H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 34 Citations 6,458 155 World Ranking 6181 National Ranking 582

Research.com Recognitions

Awards & Achievements

2020 - ACM Distinguished Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Telecommunications
  • Optics

His main research concerns Computer network, Distributed computing, Real-time computing, The Internet and Network packet. His research on Computer network often connects related areas such as Wireless network. The concepts of his Distributed computing study are interwoven with issues in Routing, Scheduling and Online algorithm.

The various areas that Minghua Chen examines in his Real-time computing study include Electricity, Microgrid, Renewable energy and Packet loss. Minghua Chen studied The Internet and Server that intersect with Provisioning, Service provider, Multimedia and Cache. His study looks at the relationship between Network packet and topics such as Wireless, which overlap with Round-trip delay time.

His most cited work include:

  • Joint VM placement and routing for data center traffic engineering (300 citations)
  • Pyramid Codes: Flexible Schemes to Trade Space for Access Efficiency in Reliable Data Storage Systems (237 citations)
  • CALMS: Cloud-assisted live media streaming for globalized demands with time/region diversities (124 citations)

What are the main themes of his work throughout his whole career to date?

Minghua Chen focuses on Optics, Computer network, Mathematical optimization, Distributed computing and Electronic engineering. His Optics research incorporates elements of Optoelectronics and Modulation. His research investigates the link between Computer network and topics such as Wireless network that cross with problems in Physical layer.

His work is dedicated to discovering how Mathematical optimization, Competitive analysis are connected with Renewable energy and other disciplines. His Distributed computing study typically links adjacent topics like Network topology. In his research, Multiplexing is intimately related to Orthogonal frequency-division multiplexing, which falls under the overarching field of Electronic engineering.

He most often published in these fields:

  • Optics (24.20%)
  • Computer network (16.44%)
  • Mathematical optimization (15.07%)

What were the highlights of his more recent work (between 2017-2021)?

  • Mathematical optimization (15.07%)
  • Online algorithm (7.76%)
  • Artificial neural network (1.83%)

In recent papers he was focusing on the following fields of study:

Minghua Chen mainly investigates Mathematical optimization, Online algorithm, Artificial neural network, Truck and Heuristic. The Optimization problem research Minghua Chen does as part of his general Mathematical optimization study is frequently linked to other disciplines of science, such as Constant, therefore creating a link between diverse domains of science. Throughput, Approximation algorithm and Unicast is closely connected to Aggregate in his research, which is encompassed under the umbrella topic of Optimization problem.

The study incorporates disciplines such as Selection, Energy, Competitive analysis and Online optimization in addition to Online algorithm. In his study, which falls under the umbrella issue of Heuristic, Stochastic optimization and Heuristic is strongly linked to Routing. His research in Load management intersects with topics in Bidding and Distributed computing.

Between 2017 and 2021, his most popular works were:

  • DeepOPF: Deep Neural Network for DC Optimal Power Flow (30 citations)
  • Peak-Aware Online Economic Dispatching for Microgrids (30 citations)
  • Impact of the Uncertainty of Distributed Renewable Generation on Deregulated Electricity Supply Chain (15 citations)

In his most recent research, the most cited papers focused on:

  • Computer network
  • Telecommunications
  • Optics

His primary areas of investigation include Mathematical optimization, Artificial neural network, Solver, Heuristic and Electric power system. His work on Online algorithm is typically connected to Cost reduction as part of general Mathematical optimization study, connecting several disciplines of science. Minghua Chen has researched Online algorithm in several fields, including Discrete mathematics, Electric vehicle, Real time pricing and Online optimization.

His Heuristic research is multidisciplinary, incorporating elements of Routing, Path, Stochastic optimization and Efficient energy use. His Electric power system research incorporates themes from Phase angle, Flow, Computation and Control theory. Minghua Chen works mostly in the field of Microgrid, limiting it down to topics relating to Distributed computing and, in certain cases, Renewable energy, as a part of the same area of interest.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Top Publications

Pyramid Codes: Flexible Schemes to Trade Space for Access Efficiency in Reliable Data Storage Systems

Cheng Huang;Minghua Chen;Jin Li.
ACM Transactions on Storage (2013)

463 Citations

Joint VM placement and routing for data center traffic engineering

Joe Wenjie Jiang;Tian Lan;Sangtae Ha;Minghua Chen.
international conference on computer communications (2012)

384 Citations

Rate control for streaming video over wireless

Minghua Chen;Avideh Zakhor.
international conference on computer communications (2004)

251 Citations

Markov Approximation for Combinatorial Network Optimization

Minghua Chen;Soung Chang Liew;Ziyu Shao;Caihong Kai.
IEEE Transactions on Information Theory (2013)

199 Citations

Hiding privacy information in video surveillance system

Wei Zhang;S.S. Cheung;Minghua Chen.
international conference on image processing (2005)

178 Citations

CALMS: Cloud-assisted live media streaming for globalized demands with time/region diversities

Feng Wang;Jiangchuan Liu;Minghua Chen.
international conference on computer communications (2012)

174 Citations

Moving Big Data to The Cloud: An Online Cost-Minimizing Approach

Linquan Zhang;Chuan Wu;Zongpeng Li;Chuanxiong Guo.
IEEE Journal on Selected Areas in Communications (2013)

151 Citations

Enabling Multilevel Trust in Privacy Preserving Data Mining

Yaping Li;Minghua Chen;Qiwei Li;Wei Zhang.
IEEE Transactions on Knowledge and Data Engineering (2012)

131 Citations

Utility maximization in peer-to-peer systems

Minghua Chen;Miroslav Ponec;Sudipta Sengupta;Jin Li.
measurement and modeling of computer systems (2008)

131 Citations

Optimization of streaming data throughput in unreliable networks

Minghua Chen;Avideh Zakhor.
(2010)

126 Citations

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking h-index is inferred from publications deemed to belong to the considered discipline.

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