D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 34 Citations 4,679 125 World Ranking 6139 National Ranking 2960

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Statistics
  • Algorithm

His primary scientific interests are in Scheduling, Computer network, Throughput, Wireless network and Queue. His work carried out in the field of Scheduling brings together such families of science as Resource allocation and Distributed computing. The Computer network study combines topics in areas such as Wireless ad hoc network, Upper and lower bounds and Communication complexity.

The study incorporates disciplines such as Routing table and Destination-Sequenced Distance Vector routing, Static routing, Geographic routing, Dynamic Source Routing in addition to Throughput. His Wireless network research includes themes of Greedy algorithm, Communication channel, Network packet and Topology. He has included themes like Load balancing and Queueing theory in his Queue study.

His most cited work include:

  • Load Scheduling and Dispatch for Aggregators of Plug-In Electric Vehicles (286 citations)
  • Stochastic models of load balancing and scheduling in cloud computing clusters (273 citations)
  • Communication Networks An Optimization Control And Stochastic Networks Perspective (178 citations)

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

Lei Ying mainly focuses on Computer network, Scheduling, Wireless network, Distributed computing and Throughput. His Computer network study frequently draws connections to other fields, such as Wireless ad hoc network. His Scheduling study combines topics in areas such as Communication channel, Queueing theory, Base station, Queue and Telecommunications link.

His Wireless network research is multidisciplinary, incorporating perspectives in Cellular network, Computational complexity theory, Quality of service, Greedy algorithm and Buffer overflow. His Distributed computing course of study focuses on Wireless and Real-time computing. Lei Ying focuses mostly in the field of Throughput, narrowing it down to topics relating to Topology and, in certain cases, Power control.

He most often published in these fields:

  • Computer network (37.26%)
  • Scheduling (29.72%)
  • Wireless network (25.47%)

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

  • Mathematical optimization (12.26%)
  • Load balancing (7.08%)
  • Server (6.13%)

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

His scientific interests lie mostly in Mathematical optimization, Load balancing, Server, Key and Computational complexity theory. His research ties Queueing theory and Load balancing together. His study looks at the relationship between Server and fields such as Discrete mathematics, as well as how they intersect with chemical problems.

His Queue study incorporates themes from Scheduling, Transmitter power output and Power control. His study focuses on the intersection of Computational complexity theory and fields such as Greedy algorithm with connections in the field of Network packet, Wireless network, Interdependent networks, Cascading failure and Markov decision process. His Computer network study integrates concerns from other disciplines, such as Wireless and Communication channel.

Between 2017 and 2021, his most popular works were:

  • Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning (43 citations)
  • Empty-Car Routing in Ridesharing Systems (41 citations)
  • Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning (39 citations)

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

  • Computer network
  • Statistics
  • Algorithm

Lei Ying mostly deals with Load balancing, Upper and lower bounds, Server, Mathematical optimization and Applied mathematics. His research on Upper and lower bounds also deals with topics like

  • Operations research that intertwine with fields like Control, Analytics and Information privacy,
  • Payment together with Data collection, Differential privacy and Best response. His Server study deals with the bigger picture of Computer network.

His Mathematical optimization study combines topics from a wide range of disciplines, such as Linear differential equation, Constraint, Constraint violation and Regret. His study in Applied mathematics is interdisciplinary in nature, drawing from both Linear function, Lyapunov stability and Normal distribution. His research integrates issues of Wireless network, Throughput and Curse of dimensionality in his study of Convergence.

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.

Best Publications

Load Scheduling and Dispatch for Aggregators of Plug-In Electric Vehicles

Di Wu;D. C. Aliprantis;Lei Ying.
IEEE Transactions on Smart Grid (2012)

389 Citations

Stochastic models of load balancing and scheduling in cloud computing clusters

Siva Theja Maguluri;R. Srikant;Lei Ying.
international conference on computer communications (2012)

340 Citations

On combining shortest-path and back-pressure routing over multihop wireless networks

Lei Ying;Sanjay Shakkottai;Aneesh Reddy;Shihuan Liu.
IEEE ACM Transactions on Networking (2011)

298 Citations

Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality

Weina Wang;Kai Zhu;Lei Ying;Jian Tan.
international conference on computer communications (2013)

246 Citations

MapTask scheduling in mapreduce with data locality: throughput and heavy-traffic optimality

Weina Wang;Kai Zhu;Lei Ying;Jian Tan.
IEEE ACM Transactions on Networking (2016)

245 Citations

Communication Networks: An Optimization, Control, and Stochastic Networks Perspective

R. Srikant;Lei Ying.
(2014)

221 Citations

On Combining Shortest-Path and Back-Pressure Routing Over Multihop Wireless Networks

L. Ying;S. Shakkottai;A. Reddy.
international conference on computer communications (2009)

173 Citations

Global stability of internet congestion controllers with heterogeneous delays

Lei Ying;Geir E. Dullerud;R. Srikant.
IEEE ACM Transactions on Networking (2006)

168 Citations

Information source detection in the SIR model: a sample-path-based approach

Kai Zhu;Lei Ying.
IEEE ACM Transactions on Networking (2016)

164 Citations

Optimal Delay–Throughput Tradeoffs in Mobile Ad Hoc Networks

Lei Ying;Sichao Yang;R. Srikant.
IEEE Transactions on Information Theory (2008)

157 Citations

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Best Scientists Citing Lei Ying

Xinbing Wang

Xinbing Wang

Shanghai Jiao Tong University

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Ness B. Shroff

Ness B. Shroff

The Ohio State University

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R. Srikant

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Eytan Modiano

Eytan Modiano

MIT

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Sanjay Shakkottai

Sanjay Shakkottai

The University of Texas at Austin

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Atilla Eryilmaz

Atilla Eryilmaz

The Ohio State University

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Xiaojun Lin

Xiaojun Lin

Purdue University West Lafayette

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Alexander L. Stolyar

Alexander L. Stolyar

University of Illinois at Urbana-Champaign

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Michael J. Neely

Michael J. Neely

University of Southern California

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Don Towsley

Don Towsley

University of Massachusetts Amherst

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Pramod Viswanath

Pramod Viswanath

University of Illinois at Urbana-Champaign

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Yung Yi

Yung Yi

Korea Advanced Institute of Science and Technology

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Sem Borst

Sem Borst

Eindhoven University of Technology

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Tara Javidi

Tara Javidi

University of California, San Diego

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Jiajia Liu

Jiajia Liu

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Gustavo de Veciana

Gustavo de Veciana

The University of Texas at Austin

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