The Department of Computational and Data Sciences (CDS) is a new interdisciplinary engineering department covering the broad research areas of computational science and engineering, and scalable computer&data systems. CDS was formed in December 2015 from the academic wing of Supercomputer Education and Research Centre (SERC). ‘Computational science’ deals with theoretical and computational aspects in numerical solution of problems, and application of these methods to all scientific domains. ‘Computer&Data Systems’ explores the design, implementation and evaluation of high performance and scalable computer hardware and data systems, including big data platforms.
For more information about the research activities of the department, please refer to faculty webpages.
The department (CDS) offers two degree programs through research, Ph.D. and M.Tech. (Research). Research activities at CDS is broadly categorized into two streams: Computational Science and Computer&Data Systems. Research labs are placed in one of these two streams. Data science and engineering research also span these streams.
Computational Science Stream: This deals with computational methods and their application to scientific domains. Research in this stream include Bio-molecular Computation, Computational Electrodynamics, Computational Physics, Medical Imaging, Numerical Mathematics, Scientific Computing, Structural Biology, Bio-Computing, and theoretical analysis of such fast and accurate algorithms. These typically require skills at the intersection of applied mathematics, application-specific knowledge and effective use of computing platforms.
Computer and Data Systems Stream: This deals with the design, implementation and evaluation of high performance and scalable computer hardware and software systems. Prominent research topics in the Computer Systems stream include Big Data platforms & applications, Computer Aided Design, Computer Architecture, Database Systems, Distributed Systems & Cloud Computing, High Performance Computing, Image & Video Analytics, Machine learning, and Middleware & Runtime Systems.
More details about research programs can be seen here.
The M.Tech. Computational and Data Sciences is another degree program of CDS that involves coursework primarily. This is an inter-disciplinary program (spanning 2 years) that brings together the domain-specific knowledge of science and engineering with relevant areas of computing and data science. It educates and trains students in the modern discipline of data science (more details are available here).