Chairs

• Alba Cristina Magalhaes Alves de Melo, University of Brasilia, Brazil
• Gihan Mudalige, University of Warwick, UK

Focus

• Applications of numerical algorithms in science and engineering      
• Domain-specific libraries and languages in parallel and distributed computing  
• Application case-studies for benchmarking and comparative studies of parallel programming models
• Numerical methods for large-scale data analysis          
• High-dimensional problems and reduction methods        
• Implementation & analysis of parallel numerical algorithms    
• Optimization and non-linear problems in parallel and distributed computing  
• Parallel numerical linear algebra for dense and sparse matrices            
• Partial/ordinary and differential algebraic equations in parallel and distributed computing        
• Discrete and combinatorial parallel algorithms        
• Parallel metaheuristics and hyperheuristics
• Innovative paradigms, programming models, languages, and libraries for parallel and distributed applications      
• Parallel and distributed programming productivity, usability, and component-based parallel programming    
• Tensor operations, low-rank approximations
• Data-centric parallel and distributed algorithms for exascale computing