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Parallel Stochastic Optimization Algorithms

The project aims to develop solution methodologies for combinatorial problems by using stochastic algorithms. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Quality of Service in Distributed Computing Systems

The project involves the development of quality of service measures for a range of distributed systems such as grid computing and cloud computing systems. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

The Mapping of Optimization Algorithms on Different Families of Computer Architectures

The focus of this project is the understanding of how certain optimization algorithms perform when executed on different families of computer architectures. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Scheduling and Load Balancing in Large Scale Distributed Computing Environments

The project involves the development of resource allocation algorithms for large scale distributed systems for solving a variety of scheduling and load-balancing problems for static more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Healing and Self-Repair in Large Scale Distributed Computing Systems

The project will focus on the development of fault tolerance mechanisms to allow distributed systems to operate under different operating conditions. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Cellular Automata Based Cryptography

The purpose of the study is to focus on designing CA-based cryptography components, in particularly with use of nature inspired searching techniques. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Cooperative communications for future wireless networks

The distributed nature of the wireless network provides unique opportunities for collaborative and distributed signal processing techniques that can potentially lead to significant more...

Supervisor(s): Li, Yonghui (Professor), Vucetic, Branka (Professor)

Geodesic SOM: a spherical Self-Organizing Map

The investigation of new data structures and learning algorithms to improve a Self-Organizing Map for the purpose of Visual Analytics. more...

Supervisor(s): Takatsuka, Masahiro (Associate Professor)

Self-Assembly and Self-Organization in Complex Systems

The project involves the study of the fundamental processes of self-assembly and self-organization that appear in many natural and synthetic systems. more...

Supervisor(s): Zomaya, Albert Y. (Professor)

Precoded multiuser MIMO and packet scheduling

Linear precoding for multiuser Multiple-Input Multiple-Output (MIMO) systems has attracted much attention recently due to the capacity enhancement ability at the system level. In th more...

Supervisor(s): Vucetic, Branka (Professor), Lin, Zihuai (Dr)