Dr Shampa Chakraverty did her BTech in Electronics in Communication from Delhi College of Engineering, M.Tech from I.I.T.-Delhi in Integrated Electronics and Circuits and Ph.D. from Delhi University on thesis titled, “Cosynthesis of Real Time System”.
Having spent 5 years in the industry and 26 years in academics, she has had the opportunity to learn, research on, teach and engage in different aspects of computing. She is interested in the pedagogy of engineering education and regularly introduces and experiments on innovative class room and laboratory techniques to enhance the teaching-learning experience. She is on the Editorial boards of reputed national and international Journals and has served in the review panel and steering committees of several international conferences. She has delivered expert lectures extensively in the form of keynote addresses / invited lectures in conferences, in AIR panel discussions and in EDUSAT programs. She is a recipient of the ISTE National Rajaram Bapu Patil National Award for excellence in Technical Education.
Analysis of Big Social Data and Recommender Systems
E-Learning and E-Governance
Machine Learning and Document Classification
Digital Database Watermarking
Design Exploration of Multiprocesor Architectures
Domain-1: Design Exploration of Multiprocessor Architectures
Shampa Chakraverty, Anubhav Agarwal, Broteen Kundu, Anil Kumar, “An availability model for self-test and repair processes in fault tolerant FPGA systems,” SpringerLink Journal of Electronics (China), August 2014, Volume 31, Issue 4, pp 271-283. Available at:
A.Kumar, S. Chakraverty, “A Fuzzy Cuckoo Search driven methodology for design space exploration of distributed multiprocessor systems,” Book Title “Embedded and Real Time System Development: A Software Engineering Perspective,” Publ Springer, 2014, ISBN 978-3-642-40887-8. Available at:
Upasna Sharma and Shampa Chakraverty , “A novel approach for providing fault tolerance to FPGA-based reconfigurable systems.” Intl. Jour. of Engg. And Technology 2012, Vol.4, No. 6, 2012, pp 821-825. Available at:
S. Chakraverty, Anubhav Agarwal, Amogh Agarwal, Anil Kumar, Anubhav Sikri, “Design Space Exploration for High Availability drFPGA based Embedded Systems,” Lecture Notes in Computer Science (LNCS) Advanced Machine Learning Techniques and Applications AMLTA-2012, 1st Intl. Conf. on, Cairo, Egypt, pp. 234-243, Springer, DOI: 10.1007/978-3-642-35326-0_24. Available at:
A. Kumar, S. Chakraverty, ”User centric electronic design automation for automobiles electronic,” Workshop on System Level-Design of Automotive Electronics/Software, SLDAES 2012 in the 49th Design Automation Conference, San Fransisco, 3-7 July, 2012.
S. Chakraverty, A. Kumar, I. Maheshwari, M. Goyal, A. Vadhera, “Design Exploration for Fault Tolerance on FPGA,” Intl. Workshop on System Level-Design of Automotive Electronics/Software SLDAES in the 49th Design Automation Conference -2012 in, San Fransisco, 3-7 July, 2012.
A.Kumar and S Chakarverty, “Reliable hardware software codesign”, Presented in 9th Intl Conf on mobile systems, applications and services, Mobysys2011, PhD Forum, June 28 to July 1, 2011, Washington DC USA.
A.Kumar, S. Chakerverty. “Fuzzy Logic based GA driven Reliable Multiprocessor System Design Optimization.” Presented in 4th Workshop on Parallel Architectures and Bioinspired Algorithms PABA 2011, Galveston Island, Texas, USA, Oct. 10-14, 2011.
Anil Kumar, S. Chakerverty. “Co-synthesis for graceful degradation.” Presented in IEEE Intl. Integrated Reliability Workshop (IIRW), Stanford Sierra Conference Center South Lake Tahoe, CA, USA, 16 Oct - 20 Oct 2011.
A. Kumar, S.Chakerverty. “Fault-Tolerant Embedded System Co-design.” Journal of Computing, 2, no. 9, pp. 132-137, Sept. 2010.
A.Kumar and S. Chakraverty, “Service Availability Driven Re-configurable Embedded System Design” Book Chapter in Information Intelligence, Systems, Technology and Management , S. Dua, S.Sahni and D.P. Goyal (eds), pp 265-276 and in Proc.5th Communications in Computer and Information Science, vol. 141,Springer, Berlin Heidelberg, March 2011. Available at:
Anil Kumar and S. Chakarverty, “Design optimization for reliable embedded system using cuckoo search”, IEEExplore Electronics Computer Technology (ICECT2011), Intl. Conf. on, Kanyakumari, India, April 8 -10, 2011. Available at:
Anil Kumar and S. Chakarverty,“Design optimization using Genetic Algorithm and Cuckoo Search”, IEEExplore Intl. Conf. on Electro/Information Technology (EIT2011),Mankato, MN, USA, May 15-17, 2011. Available at:
A. Kumar, S. Chakerverty. “A Fuzzy-based Design Exploration scheme for High Availability Heterogeneous Multiprocessor Systems.” eMinds: Intl. Jour. on Human-Computer Interaction, vol. 1, no. 4, pp. 1-22, 2008.
S. Chakraverty, A. Kumar. “A rule-based availability-driven co-synthesis scheme.” Jour. Design Automation for Embedded Systems (Special Issue: SystemC), 11, no. 2-3, pp. 193-222, Aug. 2007
S. Chakraverty, K. Jain and K. Sanghi “ A novel fuzzy approach for providing QoS control in limited energy Real-Time systems”, Proc. of IEEE Conf. of VLSI Design, Hyderabad, India, 3-7 Jan, 2006.
S. Chakraverty, ”Issues in Embedded System Design” Proc. of workshop on VLSI and Embedded Systems, M.N.I.T., Jaipur, Feb 2004.
S. Chakraverty,”An availability model for cosynthesis of Real time systms”, Proc. of IEEE VLSI Design and Test 2003, I.I.Sc Bangalore India, pp 152-160, Aug 2003.
S. Chakraverty, C.P. Ravikumar and D. RoyChoudhuri, “A hierarchical genetic algorithm for hardware software cosynthesis with a stochastic approach,” Indian Electronics and Telecommunication Engineers (IETE) Journal of Research, vol. 48, No. 5, pp 349-360, Sept-Oct. 2002.
S. Chakraverty, C.P. Ravikumar and D.Roy Choudhuri,” An evolutionary algorithm for cosynthesis of Real-Time systems,” Proc. of IEEE & ASP-DAC conference on VLSI Design-2002, Bangalore, India, pp.251-259, 2002.
S.Chakraverty and C.P. Ravikumar, “A stochastic scheduling algorithm for real-time systems,” Proceedings IEEE VLSI Design and Test(VDAT-2001), Bangalore, pp.189-194, August 2001.
S. Chakraverty, C.P. Ravikumar and D.Roychoudhuri, “Synthesis of performance critical heterogeneous computing systems using genetic algorithm under a stochastic framework,” Procs of Intl. Conf. on Intelligent Computing and VLSI, Kalyani University, Kalyani,West Bengal,pp.123-128,Feb.2001.
S. Chakraverty and C.P.Ravikumar,”A stochastic framework for cosynthesis of real-time systems,” Lecture Notes in Computer Science LNCS Languages and Tools for Embedded Systems LCTES 2000, Intl Conf. on, vol. 1985, pp.96-213, 2001,.
S.Chakraverty and C.P.Ravikumar,”Estimating the deadline miss probability in real-time embedded systems,” Proc. of Intl. Workshop on VLSI Design and Test VDAT-1999, New Delhi, India, 1999.
S.Chakraverty, “Hardware Software cosynthesis of a multiprjocessor system for real-time applications,” Proc. of Intl Workshop on VLSI Design and Test VDAT-1998, New Delhi,India, Aug 1998.
S. Chakraverty and C.P. Ravikumar, “VLSI implementation of a Strongly Fault Secure ALU,” Jour. of Comp. Science and Eng. Vol 3, No.5, pp 282-288, Sept.1998.
S.Chakravery and C.P.Ravikumar,”ASIC realization of a strongly faulty secure ALU,” Proc. of Intl. Conf. on Fault Tolerant Systems and Software FTS-96, IIT-Madras, pp99-106, 1996.
C.P Ravikumar and S.Chakraverty,”VLSI Implementattion of an FIR Filter,” Procs. of Intl. Conf. on Signal Processing and Communications SPCOM-1993, IIISC Bangalore, pp.99-102, Jan.1993.
S. Chakraverty, A. Batra and A. Rathi, “Directed heuristic convergence-A fast and novel approach to Steiner tree construction”, Proc. of IFIP Intl. Conf. on Very Large Scale integration VLSI-SOC 2006,October 16-18, Nice, France, 2006.
S. Chakraverty, ”Cosynthesis of multiprocessor architectures with high availability,” Proc. of 17th IEEE Intl. conf. on VLSI Design 2004, Mumbai, India, pp 927-932, Jan 5-9 2004.
S. Chakraverty and C.P Ravikumar,”Genetic Algorithm for synthesis of performance critical real-time systems,” Proc. of National Seminar on Applied Systems Engineering and soft Computing(SASESC-2000), Dayalbagh University,Agra,pp.281-288,Feb2000.
Domain-2: Digital Database Watermarking
V. Khanduja, S. Chakraverty, O.P. Verma, “Watermarking Categorical Data: Algorithm and Robustness Analysis,” Defence Science Journal, Vol. 65, No. 3, May 2015, pp.226-232, DOI:
'Ownership and Tamper detection of Relational Data: Framework, Techniques and Security Analysis”, accepted as chapter in the book titled, Embodying Intelligence in Data Hiding, Pub: Science Gate Publishing.
V. Khanduja, O.P. Verma, S. Chakraverty, “Watermarking relational databases using bacteria foraging algorithm,” SpringerLink Journal of Multimedia Tools and Applications, Oct 2013. Available at:
V. Khanduja, S. Chakraverty, O.P. Verma, Neha Singh, “A Robust Biometric Watermarking Technique of Web Databases for Ownership Proof with Identification,” Lecture Notes in Computer Science (LNCS) Active Media Technology, 10th Intl. Conf AMT-2014, Poland, Warsaw, Aug 11-14, 2014, Vol. 8610, 2014, pp 212-225, Springer. Available at:
V. Khanduja, S. Chakraverty, O.P. Verma, Sahil Goel, Rakshita Tandon, “A Robust Multiple Watermarking Technique for Information,” IEEExplore Advanced Computing, IEEE Intl Conf. on, pp.250,255, Feb 21-22, 2014, Gurgaon, India, doi: 10.1109/IAdCC.2014.6779329, Available at IET digital library:
V. Khanduja, S. Chakraverty, O.P Verma, “Robust watermarking for categorical data,” IEEE Intl Conf of Comtrol, Computing, Communication and Materials-ICCCCM-2013, August 3-4, 2013, UIT-Allahabad, India (Abstract).
Domain 3: Information Retrieval
Shampa Chakraverty, Srishti Sharma, Ikshu Bhalla, “Emotion-Location Mapping and Analysis using Twitter,” Journal of Information and Knowledge Management, accepted for publication.
S. Chakraverty and U. Pandey, “Dual Lexical Chaining for Context Based Text Classification,” Proc. Of IEEE Intl. Conf. on Advances in Computer Engineering and Applications, IMSEC Gaziabad, 19-20 March, 2015 (accepted for publ by IEEExplore)
Nikhil, Nilanjana, Shampa, Gurmeet Singh, “Adaptive Content Based Textual Information Source Prioritization,” ICTACT Journal on Soft Computing, Special Issue on Distributed Intelligent Systems and Applications, October 2014, volume: 05, issue: 01, ISSN: 2229-6956(online), pp 850-859. Available at:
Kanchan Lata, Shampa Chakraverty, “Handling Data Incompleteness using Rough Sets on Multiple Decision Systems”, IEEE Intl. Conf. on Data Mining and Intelligent Computing, ICDMIC 2014, 5-6 August, 2014, New Delhi, IEEExplore DOI: 10.1109/ICDMIC.2014.6954243, pp 1-6.. Available at:
Arjun Singh, Ashish Sachdev, Shampa Chakraverty, “A genetic algorithm for task allocation in collaborative software development using formal concept analysis,” IEEE Intl. Conf. on Recent Advances in Innovations in Engineering (ICRAIE 2014), May .9-11, 2014. Available at:
Trisha Mittal, Prachi Gupta, S. Chakraverty, “Application of rough sets in the diagnosis of the depressed state of mind,” IEEExplore Recent Advances in Engineering and Computational Science IEEE Intl. Conf. on, pp 1-6, March 6-8, 2014, Chandigarh, India, Available at:
Yash Bhardwaj, S. Chakraverty, “A design pattern for symmetric encryption,” IEEExplore Control, Computing, Communication and Materials-ICCCCM-2013, doi: 10.1109/ICCCCM.2013 IEEE Intl. Conf. on, pp.1-6, August 3-4, 2013, UIT-Allahabad, India. Available at:
Arjun Singh, Ashish Sachdeva, Shampa Chakraverty, “A collaborative software development model based on formal concepts analysis and stable matching,” IEEExplore Informatics, Electronics and Vision (ICIEV-2013) 2nd IEEE Intl Conf on, Bangladesh, Pages 1-6, May 17-18, 2013, print ISBN: 978-1-4799-0397-9, DOI 10.1109/ICIEV.2013.6572676. Available at:
Amit kumar Singh, Dhruv Bansal, Ishan Bansal, Shampa Chakraverty, “Extracting important tweets of a use: a rough set approach,” IEEExplore Confluence-2013, The Next Generation Information Technology Summit on the theme: Mega Trends of IT (S.M.A.C) Intl. Conf. on, 26-27 September, Amity University, NOIDA, U.P., India. Available at: http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6832332
S. Chakraverty, A. Gupta, A. Goyal, A. Singhal, “Data Mining on Grids” SpringerLink Contemporary Computing, Fourth Intl. Conf. on, JIIT University, NOIDA, Aug 8-10, 2011.Available at:
S. Arora and S. Chakraverty, “A Parallel Algorithm to Evaluate Contextual Features for Term Weighting, ” IEEExplore Information and Communication Technologies World Congress on, 11-14 Dec, 2012, pp 951-956, DOI 10.1109/WICT.2011.6141376
U. Pandey, S. Chakraverty, M. Sharma, R. Jain, “Context Based Document Classification using Support Vector Machine”, In Proc. of Intl. Conference on Communication Languages and Signal Processing in Reference to 4G Technologies, 24-25 Jan, 2012 (ICCLSP-2012).
U. Pandey, S. Chakraverty et al, “Semantic Based Category-Keyword List Enrichment for Document Classification”, Springerlink Soft Computing, Artificial Intelligence and Applications, 1st Intl. Conf. on, Delhi, India, 25-27th May 2012. Available at:
U. Pandey, A. Arora, H. Syal, S.Chakraverty, “Semi-Supervised HSK-means algorithm for Contextual Document Classification”, Intl. Jour. of Computer Sciences and its Application, Vol.1, issue 1, Pages 144-147, 25thApril 2012.
U. Pandey and S. Chakraverty, “A Review of Text Classification Approaches for E-mail Management”, Intl. Jour. of Engineering and Technology, Vol. 3 No. 2, April 2011, pp 137-144. Available at:
U. Pandey, S. Chakraverty, Rahul Jain, “Context Driven Technique for Document Classification”, Intl. Journal on Network Security, Pages 23-27, Vol. 2, No.2, April 2011.
Silky Arora and S. Chakraverty, “A Parallel Approach to Context-based Term Weighting,” IEEExplore Information and Communication Technologies WICT’11,World Congress on, Mumbai, India, Dec 11-14, 2011, pp 951-956.
Pandey, S. Chakraverty, B. Juneja, A. Arora, P. Jain, “Semantic document classification using lexical chaining and fuzzy approach”, Intl. Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-1, Issue-5, Pages 367-371, November 2011. Available at:
U. Pandey, S. Chakraverty, R. Mihani, R. Sharma, R Arya and S. Rathore, “A fuzzy approach for context driven document classification”, Proc. 2nd Intl Conf. on Advances in Computer Science ACS-2010, Dec 21-22, 2010, Trivandrum, Kerala, India.
A. Bansal, B. Gupta, G. Khandelwal, S. Chakraverty, “Offline signature verification using critical region matching,” Intl. Jour. Of Signal Processing, Image Processing and Pattern Recognition, vol. 2, No. 1, pp 57-70, March 2009.
P. Malik, Y. Bhaskar, S. Chakraverty, ”A neural network based application to forecast vegetable prices in regulated markets,” Proc. ISTE Conf. on Technology on Rural India: Challenges and Perspectives, pp 35-40, New Delhi, 2008.
G. Pagrut and S. Chakraverty, “A Question answering system for rural development,” ,” Proc. ISTE Conf. on Technology on Rural India: Challenges and Perspectives, pp 76-82, New Delhi, 2008.
Domain 5: E-Governance and E-Learning
Sushma Hans, Shampa Chakraverty, Aditya Bindal, “An adaptive aco-driven scheme for learning aim oriented personalized e-learning,” ICTACT Journal on Soft Computing, Special Issue on Distributed Intelligent Systems and Applications, October 2014, volume: 05, issue: 01, ISSN: 2229-6956(online), pp 850-859. Available at:
S.Chakraverty, G.Rani, A.Bardhan, “Profiling E-Governance Users using Bi clustering,” Intl. Journal of Engineering and Innovative Technology, vol. 3, Issue 1, July 2013, Available at:
G. Rani and S. Chakraverty, “Survey of E-Governance Systems with focus on Development Approaches and Interface Quality”, in Jour. Interscience Management Review (IMR) ISSN: 2231-1513 , Vol-2,Issue-2, pp. 34, 2012. Available at:
Sushma Hans, S. Chakraverty; “Classification of e-learning on Personalization: A Survey”, In Proc. of Intl. Conference on Communication Languages and Signal Processing in Reference to 4G Technologies, 24-25 Jan, 2012 (ICCLSP-2012).
G. Rani & S. Chakraverty, “Boosting User Interactivity in E-Governance” In Proc. of Intl. Conference on Communication Languages and Signal Processing in Reference to 4G Technologies, 24-25 Jan, 2012 (ICCLSP-2012).
Shampa Chakraverty, Sushma Hans, Vaibhav Mittal, “ACO-driven Personalized E-learning with Perspectives and Learning Aims,” In Proc. of 11th Intl Conf on e-Learning, e-Business, Enterprise Information Systems, and e-Government - EEE'12: July 16-19, 2012, USA.
G. Rani, S. Chakraverty, D. Anand, B. Singla, “Dynamic Recommendation System for E-Governance,” In Proc. of 11th Intl Conf on e-Learning, e-Business, Enterprise Information Systems, and e-Government - EEE'12: July 16-19, 2012, USA.
Domain 6: Engineering Pedagogy
Shampa Chakraverty, “Towards Innovative Pedagogy in the Engineering Classroom,”Higher Education Review, Sept 2014, pp40-41 (Invited Article)
S. Chakraverty, “Overlapped Concepts Pedagogy for Advanced Computer Architecture,” Springer Proceedings of IUCEE Intl Conf of Transformations in Engineering Education, 2014, 16-18 Jan, Hubli, Karnataka, 2014.
S. Chakraverty,”VLSI Education, A synergetic approach”, Proc. of ISTE Workshop on Challenges in Technical Education - 2004, Dec l8-24, N.S.I.T. New Delhi.
S. Chakraverty, ”Challenges in VLSI education: A survey of students’ perspectives” Proc. of National Conf. on Challenges in Technology and Management in Knowledge Millennium, Jind, India, March 2006.
Domain 7: Networking
Charu Wahi, Sanjay Kumar Sonbhadra, Shampa Chakraverty, V.Bhattacharya, “Effect of Scalability and Mobility on On-Demand Routing protocols in a Mobile Ad-Hoc Network,” In Proc. of 3rd Intl Conf on Software and Computing Technology, ICSCT2012, Kuala Lumpur, Malaysia, December 21-22, 2012.
Charu Wahi, Sanjay Kumar Sonbhadra, Shampa Chakraverty, V.Bhattacharya, “Performance evaluation of MANET routing protocols for mobility using QualNet,” In Proc. Intl. Conf. on Cloud Computing and e-Governance 2012, ICCEG 2012, Thailand, 26-18 July, 2012.
Alka Munjal, R. Malik and S. Chakraverty, “Advanced Forward Error Correction based steaming using RTSP and RTP,” Proc. of IEEE Advanced Intl .Conf. on Telecommunictions-AICT ‘06, Guadeloupe, French Caribbean Feb 19-22, 2006.
Alka Munjal, R. Malik and S.Chakraverty, “Offline Adaptive Forward Error Correction (AFEC)for Reliable Multicast”, Proc. IEEE Intl. Conf. on Networking, Sensing and Control-ICNC’06, Florida, U.S.A., April 23-25, 2006.
N. Gupta, D.Kumar, V.Sood and S. Chakraverty,”Network Traffic management using optimized caching algorithms,” Procs. of National Seminar on Intelligent Computing and Software Engineering(ICSE-2000), IIT-Benarus Hindu University, pp192-195,2000.
Books and CBT packages
S. Chakraverty, K. Bajaj, “Computer organization and assembly,” Publisher: Knowledge Business Solutions, N.I.I.T. 2005 (Book)
S. Chakraverty, “Laboratory experiments on electronic circuits,” Standard Publishers, 1996, pp 1-207 (Book)
S. Chakraverty, “Operating systems,” Institution of Engineers, 1997 (CBT)
S. Chakraverty, “Computer graphics fundamentals,” Institution of engineers, 1997 (CBT)
S. Chakraverty, “Embedded system design,” EDUSAT, Delhi, 2010 (CBT)
S. Chakraverty, “Advanced computer architectures, “ EDUSAT, Delhi, 2010 (CBT)