H-Index & Metrics Best Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science D-index 139 Citations 128,049 389 World Ranking 20 National Ranking 14

Research.com Recognitions

Awards & Achievements

2012 - ACM Fellow For contributions to networking, distributed systems, and cloud computing.

2003 - Fellow of Alfred P. Sloan Foundation

Overview

What is he best known for?

The fields of study he is best known for:

  • Computer network
  • Operating system
  • The Internet

His primary areas of investigation include Distributed computing, Computer network, Scalability, The Internet and Network packet. His Distributed computing study incorporates themes from Static routing, Overlay network and Scheduling. His research combines Indirection and Computer network.

His Scalability research includes themes of Distributed algorithm, Graph database, Hash table and Source lines of code. As a part of the same scientific study, he usually deals with the The Internet, concentrating on Server and frequently concerns with File system and Elasticity. The concepts of his Distributed hash table study are interwoven with issues in Load balancing, Key-based routing and Chord.

His most cited work include:

  • Chord: A scalable peer-to-peer lookup service for internet applications (9965 citations)
  • A view of cloud computing (7172 citations)
  • Above the Clouds: A Berkeley View of Cloud Computing (5141 citations)

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

Ion Stoica spends much of his time researching Distributed computing, Computer network, Scalability, The Internet and Network packet. His research in Distributed computing is mostly concerned with Computer cluster. His Computer network research is multidisciplinary, relying on both Computer security and Overlay network.

His study in Routing protocol concentrates on Static routing and Dynamic Source Routing. His Static routing study frequently involves adjacent topics like Link-state routing protocol.

He most often published in these fields:

  • Distributed computing (42.16%)
  • Computer network (26.69%)
  • Scalability (11.44%)

What were the highlights of his more recent work (between 2018-2021)?

  • Distributed computing (42.16%)
  • Reinforcement learning (6.36%)
  • Artificial intelligence (5.93%)

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

His main research concerns Distributed computing, Reinforcement learning, Artificial intelligence, Algorithm and Leverage. His Distributed computing study combines topics from a wide range of disciplines, such as Bottleneck and Throughput. His Throughput study which covers Scalability that intersects with Consistency, Server, Service level objective and Computer network.

His study in Reinforcement learning is interdisciplinary in nature, drawing from both Theoretical computer science, Compiler, Heuristics and Asynchronous communication. In the field of Algorithm, his study on Computation overlaps with subjects such as Independence, Density estimation and Autoregressive model. His research in Leverage intersects with topics in Spanning tree, Porting, Dataflow, Programming paradigm and Implementation.

Between 2018 and 2021, his most popular works were:

  • Cloud Programming Simplified: A Berkeley View on Serverless Computing. (118 citations)
  • Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules (77 citations)
  • Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules (52 citations)

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

  • Operating system
  • Computer network
  • The Internet

Ion Stoica mostly deals with Distributed computing, Artificial intelligence, Transformer, Algorithm and Artificial neural network. His study in the field of Distributed data store also crosses realms of Research opportunities. His work investigates the relationship between Artificial intelligence and topics such as Machine learning that intersect with problems in Intersection, Software deployment, Focus and Software system.

His research on Transformer also deals with topics like

  • Residual, which have a strong connection to Computation,
  • Federated learning which connect with Convergence. The various areas that Ion Stoica examines in his Algorithm study include Multivariate statistics and Statistical model. His Artificial neural network research is multidisciplinary, incorporating elements of Generator, Design space exploration and Application-specific integrated circuit.

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

Chord: a scalable peer-to-peer lookup protocol for Internet applications

Ion Stoica;Robert Morris;David Liben-Nowell;David R. Karger.
IEEE ACM Transactions on Networking (2003)

17255 Citations

Chord: A scalable peer-to-peer lookup service for internet applications

Ion Stoica;Robert Morris;David Karger;M. Frans Kaashoek.
acm special interest group on data communication (2001)

16328 Citations

A view of cloud computing

Michael Armbrust;Armando Fox;Rean Griffith;Anthony D. Joseph.
Communications of The ACM (2010)

14055 Citations

Above the Clouds: A Berkeley View of Cloud Computing

Michael Armbrust;Armando Fox;Rean Griffith;Anthony D. Joseph.
Science (2009)

8882 Citations

Spark: cluster computing with working sets

Matei Zaharia;Mosharaf Chowdhury;Michael J. Franklin;Scott Shenker.
ieee international conference on cloud computing technology and science (2010)

5445 Citations

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

Matei Zaharia;Mosharaf Chowdhury;Tathagata Das;Ankur Dave.
networked systems design and implementation (2012)

4670 Citations

Wide-area cooperative storage with CFS

Frank Dabek;M. Frans Kaashoek;David Karger;Robert Morris.
symposium on operating systems principles (2001)

2415 Citations

A data-oriented (and beyond) network architecture

Teemu Koponen;Mohit Chawla;Byung-Gon Chun;Andrey Ermolinskiy.
acm special interest group on data communication (2007)

2116 Citations

Improving MapReduce performance in heterogeneous environments

Matei Zaharia;Andy Konwinski;Anthony D. Joseph;Randy Katz.
operating systems design and implementation (2008)

2091 Citations

Mesos: a platform for fine-grained resource sharing in the data center

Benjamin Hindman;Andy Konwinski;Matei Zaharia;Ali Ghodsi.
networked systems design and implementation (2011)

1876 Citations

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