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 40 Citations 7,492 264 World Ranking 4572 National Ranking 109

Research.com Recognitions

Awards & Achievements

2020 - ACM Senior Member

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Artificial intelligence
  • The Internet

The scientist’s investigation covers issues in Grid computing, Distributed computing, Data science, Semantic grid and Cloud computing. His work deals with themes such as Service-oriented architecture and The Internet, which intersect with Grid computing. The Distributed computing study combines topics in areas such as Node, Complex system, Scalability and Interface.

His Data science research is multidisciplinary, incorporating elements of Process and Artificial intelligence. Domenico Talia studied Semantic grid and Services computing that intersect with Software. His Cloud computing research is multidisciplinary, relying on both Business intelligence, Programming paradigm and Software agent.

His most cited work include:

  • Models and languages for parallel computation (338 citations)
  • The knowledge grid (280 citations)
  • Peer-to-Peer resource discovery in Grids: Models and systems (187 citations)

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

His primary scientific interests are in Distributed computing, Data mining, Grid computing, Scalability and Cloud computing. His studies in Distributed computing integrate themes in fields like Protocol, Programming paradigm and Cellular automaton. In his study, which falls under the umbrella issue of Data mining, Data set is strongly linked to Cluster analysis.

His Grid computing research incorporates elements of Distributed knowledge, Semantic grid, Knowledge extraction and Data science. His Data science study integrates concerns from other disciplines, such as Process and Data analysis. His studies deal with areas such as Workflow and Big data as well as Cloud computing.

He most often published in these fields:

  • Distributed computing (32.41%)
  • Data mining (22.71%)
  • Grid computing (21.61%)

What were the highlights of his more recent work (between 2013-2021)?

  • Cloud computing (14.13%)
  • Scalability (18.01%)
  • Big data (6.37%)

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

Cloud computing, Scalability, Big data, Data science and Distributed computing are his primary areas of study. His research integrates issues of Process, Knowledge extraction and Workflow, Database in his study of Cloud computing. His Scalability research incorporates themes from Data modeling, Data stream mining, Data mining, Data analysis and Software.

Domenico Talia interconnects Urban computing, Mobile device and Cluster analysis in the investigation of issues within Data mining. His Data science study incorporates themes from SPARK and Social media, World Wide Web. He combines subjects such as Scheduling, Programming paradigm and Implementation with his study of Distributed computing.

Between 2013 and 2021, his most popular works were:

  • ServiceSs: An Interoperable Programming Framework for the Cloud (61 citations)
  • Mining human mobility patterns from social geo-tagged data (40 citations)
  • Big Data Systems Meet Machine Learning Challenges: Towards Big Data Science as a Service (35 citations)

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

  • Operating system
  • Artificial intelligence
  • The Internet

Domenico Talia mostly deals with Cloud computing, Scalability, Distributed computing, Big data and Workflow. His Cloud computing research is multidisciplinary, incorporating perspectives in Real-time computing and Data mining, Knowledge extraction. In his work, Process is strongly intertwined with Software, which is a subfield of Scalability.

His research in Distributed computing intersects with topics in Exascale computing, Locality, Scheduling, Operating system and Programming paradigm. He has included themes like Directed acyclic graph, Bulk synchronous parallel and Data science in his Big data study. His studies deal with areas such as Cloud storage, Urban computing, Data parallelism and Mobile device as well as Workflow.

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

Models and languages for parallel computation

David B. Skillicorn;Domenico Talia.
ACM Computing Surveys (1998)

576 Citations

The knowledge grid

Mario Cannataro;Domenico Talia.
Communications of The ACM (2003)

529 Citations

Toward a synergy between P2P and grids

D. Talia;P. Trunfio.
IEEE Internet Computing (2003)

295 Citations

Peer-to-Peer resource discovery in Grids: Models and systems

P. Trunfio;D. Talia;H. Papadakis;P. Fragopoulou.
Future Generation Computer Systems (2007)

262 Citations

Clouds for Scalable Big Data Analytics

D. Talia.
IEEE Computer (2013)

219 Citations

Distributed data mining on grids: services, tools, and applications

M. Cannataro;A. Congiusta;A. Pugliese;D. Talia.
systems man and cybernetics (2004)

201 Citations

A super-peer model for resource discovery services in large-scale grids

Carlo Mastroianni;Domenico Talia;Oreste Verta.
Future Generation Computer Systems (2005)

178 Citations

Semantics and knowledge grids: building the next-generation grid

M. Cannataro;D. Talia.
IEEE Intelligent Systems (2004)

177 Citations

The Open Grid Services Architecture: where the grid meets the Web

D. Talia.
IEEE Internet Computing (2002)

169 Citations

Distributed data mining on the grid

Mario Cannataro;Domenico Talia;Paolo Trunfio.
grid computing (2002)

140 Citations

Best Scientists Citing Domenico Talia

Rosa M. Badia

Rosa M. Badia

Barcelona Supercomputing Center

Publications: 40

Ning Zhong

Ning Zhong

Maebashi Institute of Technology

Publications: 16

Omer F. Rana

Omer F. Rana

Cardiff University

Publications: 16

A Min Tjoa

A Min Tjoa

TU Wien

Publications: 12

Javier Bajo

Javier Bajo

Technical University of Madrid

Publications: 10

Arnold L. Rosenberg

Arnold L. Rosenberg

University of Massachusetts Amherst

Publications: 10

Zhongzhi Shi

Zhongzhi Shi

Chinese Academy of Sciences

Publications: 9

Alexandru Iosup

Alexandru Iosup

Vrije Universiteit Amsterdam

Publications: 9

Juan M. Corchado

Juan M. Corchado

University of Salamanca

Publications: 9

Rajkumar Buyya

Rajkumar Buyya

University of Melbourne

Publications: 9

Alan Sussman

Alan Sussman

University of Maryland, College Park

Publications: 9

Nada Lavrač

Nada Lavrač

Jozef Stefan Institute

Publications: 8

Peter Sloot

Peter Sloot

University of Amsterdam

Publications: 8

Ian Taylor

Ian Taylor

University of Notre Dame

Publications: 8

Wen Yu

Wen Yu

CINVESTAV

Publications: 8

Salvatore Orlando

Salvatore Orlando

Ca Foscari University of Venice

Publications: 7

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

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