Dr. Sonali Agarwal 
Associate Professor

Courses Taught:
• Operating System, B. Tech. (IT) III Semester
• Software Metrics, M. Tech. Software Engineering, I Semester
• IT infrastructure and Service Management, MBA (IT) III Semester
• Data Structure, B. Tech.(IT+EC) I Semester
• Management Information System, MBA(IT) I Semester

Research Interests:

At present I am working for various possible extensions of Support Vector machines such as Least Squares Support Vector Machine and Twin Support Vector Machine. I have co-authored various papers based on Twin Support Vector machine and its implementations with different variants.

I am also focusing on Big Data, Stream Analytics and transformation of conventional machine learning algorithm for Big Data environment. Presently I am working on Apache SPARK, MOA and SAMOA tools for implementation of Big Data applications in distributed and real time environment. I performed exhaustive surveys on Stream Analytics and Big Data Storage and Computing Tools and communicated few papers for publication in reputed journals. A Big Data implementation using SAMOA for handling Stream Analytics is also performed by me and my research team.

I have written several papers on healthcare Data Mining based on Classification, Regression and Clustering for Predictive analysis. I have attended a number of National and International Conferences/workshops and I have more than 60 research papers in national / international journals and conferences.


Email: sonali [AT] iiita [DOT] ac [DOT] in

Address: 5203, CC-III
Indian Institute of Information Technology - Allahabad
Devghat, Jhalwa,
Allahabad 211 015, (UP) INDIA

Phone: +91-532-2922424

Personal Home Page: http://www.sonaliagarwal.com/



Department of IT invites applications for admission to PhD program (With Institute/ External Fellowship)/ Non full-time PhD Program for Working Professionals) for January 2024 session. Please click here for more information
Last date for application: 10th December, 2023
Date of Written Test and Interview: 20th December, 2023