H-Index & Metrics Top Publications

H-Index & Metrics

Discipline name H-index Citations Publications World Ranking National Ranking
Computer Science H-index 82 Citations 27,070 727 World Ranking 393 National Ranking 6

Research.com Recognitions

Awards & Achievements

2019 - Member of Academia Europaea

2014 - Edward J. McCluskey Technical Achievement Award, IEEE Computer Society For outstanding contributions to the solution of scheduling problems in parallel and distributed computing systems

2006 - ACM Distinguished Member

2006 - Fellow of the American Association for the Advancement of Science (AAAS)

2004 - IEEE Fellow For contributions to the solution of scheduling problems in parallel computing systems.

Overview

What is he best known for?

The fields of study he is best known for:

  • Operating system
  • Artificial intelligence
  • Computer network

His primary areas of investigation include Distributed computing, Cloud computing, Scheduling, Computer network and Resource allocation. The Distributed computing study combines topics in areas such as Grid computing, Genetic algorithm, Quality of service and Job shop scheduling. His Cloud computing research is multidisciplinary, relying on both Data center, Virtual machine and Server.

His biological study spans a wide range of topics, including Schedule and Heuristics. His studies deal with areas such as Computer security and Key distribution in wireless sensor networks as well as Computer network. His study explores the link between Utility computing and topics such as Real-time computing that cross with problems in Systems engineering.

His most cited work include:

  • A Taxonomy and Survey of Energy-Efficient Data Centers and Cloud Computing Systems (577 citations)
  • A Taxonomy and Survey of Energy-Efficient Data Centers and Cloud Computing Systems (577 citations)
  • A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis (537 citations)

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

His primary areas of study are Distributed computing, Cloud computing, Computer network, Scheduling and Artificial intelligence. His work deals with themes such as Resource allocation, Quality of service, Dynamic priority scheduling, Fair-share scheduling and Server, which intersect with Distributed computing. His research in Cloud computing intersects with topics in Virtual machine, Scalability and Big data.

He has researched Computer network in several fields, including Wireless network and Key distribution in wireless sensor networks. His Scheduling research is multidisciplinary, incorporating perspectives in Grid computing, Schedule, Workflow and Parallel computing. Albert Y. Zomaya has included themes like Machine learning and Pattern recognition in his Artificial intelligence study.

He most often published in these fields:

  • Distributed computing (34.82%)
  • Cloud computing (19.07%)
  • Computer network (16.22%)

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

  • Distributed computing (34.82%)
  • Cloud computing (19.07%)
  • Computer network (16.22%)

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

His scientific interests lie mostly in Distributed computing, Cloud computing, Computer network, Edge computing and Server. His work carried out in the field of Distributed computing brings together such families of science as Quality of service, Scheduling, Optimization problem and Resource allocation. His Quality of service study combines topics in areas such as Workload and Provisioning.

Albert Y. Zomaya interconnects Virtual machine, Scalability, Enhanced Data Rates for GSM Evolution and Big data in the investigation of issues within Cloud computing. His Big data study combines topics from a wide range of disciplines, such as Workflow and Data science. His Edge computing research includes themes of Wireless, The Internet, Edge device and Reinforcement learning.

Between 2017 and 2021, his most popular works were:

  • Federated Learning over Wireless Networks: Optimization Model Design and Analysis (182 citations)
  • Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing (105 citations)
  • Blockchain for smart communities: Applications, challenges and opportunities (82 citations)

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

  • Operating system
  • Artificial intelligence
  • Computer network

Cloud computing, Distributed computing, Computer network, Edge computing and Artificial intelligence are his primary areas of study. The various areas that Albert Y. Zomaya examines in his Cloud computing study include Virtual machine, Scalability, Workload, Enhanced Data Rates for GSM Evolution and Big data. His Distributed computing research incorporates themes from Resource allocation, Quality of service, Wireless network, Optimization problem and Server.

His work on Network congestion, Node and Telecommunications link as part of general Computer network study is frequently linked to Resource management, bridging the gap between disciplines. The concepts of his Artificial intelligence study are interwoven with issues in Machine learning and Computer vision. His research in Virtualization focuses on subjects like Data center, which are connected to Real-time computing.

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

A Taxonomy and Survey of Energy-Efficient Data Centers and Cloud Computing Systems

Anton Beloglazov;Anton Beloglazov;Rajkumar Buyya;Rajkumar Buyya;Young Choon Lee;Young Choon Lee;Albert Y. Zomaya;Albert Y. Zomaya.
Advances in Computers (2011)

799 Citations

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

Adil Fahad;Najlaa Alshatri;Zahir Tari;Abdullah Alamri.
IEEE Transactions on Emerging Topics in Computing (2014)

724 Citations

Energy efficient utilization of resources in cloud computing systems

Young Choon Lee;Albert Y. Zomaya.
The Journal of Supercomputing (2012)

632 Citations

Observations on using genetic algorithms for dynamic load-balancing

A.Y. Zomaya;Yee-Hwei Teh.
IEEE Transactions on Parallel and Distributed Systems (2001)

500 Citations

A Review of Ensemble Methods in Bioinformatics

Pengyi Yang;Yee Hwa Yang;Bing B. Zhou;Albert Y. Zomaya.
Current Bioinformatics (2010)

385 Citations

Remote sensing big data computing

Yan Ma;Haiping Wu;Lizhe Wang;Bormin Huang.
Future Generation Computer Systems (2015)

350 Citations

A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems

M. Mezmaz;N. Melab;Y. Kessaci;Y. C. Lee.
Journal of Parallel and Distributed Computing (2011)

344 Citations

Parallel and Distributed Computing Handbook

Albert Y. H. Zomaya.
(1995)

314 Citations

Energy Conscious Scheduling for Distributed Computing Systems under Different Operating Conditions

Young Choon Lee;A. Y. Zomaya.
IEEE Transactions on Parallel and Distributed Systems (2011)

304 Citations

A survey and taxonomy on energy efficient resource allocation techniques for cloud computing systems

Abdul Hameed;Alireza Khoshkbarforoushha;Rajiv Ranjan;Prem Prakash Jayaraman.
Computing (2016)

283 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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