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  • Dr. Chetna Dabas
Associate Professor
chetna.dabas@jiit.ac.in

Education

Ph.D. (Computer Science & Engineering). M. Tech. (Computer Science and Engineering). [Gold Medalist]

Biography

Work Experience

  • 18 Years in Academics.

During her teaching career (mainly at University Level) of more than 12 years, She has taught subjects such as Parallel and Distributed Computing, High Performance Computer Architecture, Advanced Operating Systems, Compiler Design, Intelligent Systems, Operating Systems, Unix Programming, Computer Architecture, Web Designing apart from many others. She has participated in many International and National conferences in India and abroad and is actively involved as reviewer and session chair for many International Journals and International Conferences. She has guided more than 100 post graduate and graduate project thesis. She also supervises PHD students and is a DPMAC member of many PHD students. She has also delivered invited expert guest talk at ITM Gwalior in an FDP sponsored by AICTE. She has been awarded with Shiksha Rattan Puraskar by Former Chief Election Commissioner Honorable Dr. G.V.G. Krishnamurthy, Govt. of India in 2012. She has also been awarded with Gold Medal in M.Tech (CSE) Convocation then by Honorable Pranab Mukherjee (Former Finance Minister of India and now Honorable President of India). She is an active editorial board member of an International Journal.

S. No. Employer Designation From To
1 Jaypee Institute of Information Technology,Noida, India Assistant Professor (Senior Grade) Dec 2011 Till Date
2 Jaypee Institute of Information Technology, Noida, India Senior Lecturer May 2006 Nov 2011
3 Jaypee University of Information Technology, Waknaghat, India Lecturer July 2004 May 2006
4 Guru Jambheshwar University, Hissar, India Lecturer July 2002 June 2004

Interest Area(s)

  • Internet of Things Protocols
  • Deep Learning Techniques , Ensemble Techniques
  • Cloud Computing , Fog Computing, Mist Computing
  • Radio Frequency Identification Protocols
  • Big Data Technologies: Hadoop, Hive, HBase; NoSQL: MongoDB, Cassandra 

Publications

  • Nigam, G. K., & Dabas, C. (2019). Improved Energy Efficient LEACH in Wireless Sensor Networks. Journal of Theoretical and Applied Information Technology. (E-ISSN 1817-3195 / ISSN 1992-8645), 97(4).
  • Dabas, C., & Dabas, A. (2019). Novel Architecture for Internet of Things and Blockchain Technologies. In Data and Communication Networks (pp. 205-218). Springer.
  • Dabas, C., Nagar, H., & Nigam, G. K. (2018). Large Scale Graph Evaluation for Find Communities in Big Data. Procedia Computer Science, 132, 263-270. Elsevier.
  • Nigam, G. K., & Dabas, C. (2018). ESO-LEACH: PSO based energy efficient clustering in LEACH. Journal of King Saud University-Computer and Information Sciences. Elsevier.
  • Kumar, S., Dabas, C., & Godara, S. (2017). Classification of Brain MRI Tumor Images: A Hybrid Approach. Procedia computer science, 122, 510-517.Elsevier.
  • Verma, G., Dabas, C., Goel, A., Kumar, M., & Khare, V. (2017). Clustering based power optimization of digital circuits for FPGAs. Journal of Information and Optimization Sciences, 38(6), 1029-1037.Taylor & Francis.
  • Nigam, G. K., & Dabas, C. (2017). Performance Analysis of Heed Over Leach and Pegasis in Wireless Sensor Networks. Transactions on Engineering Technologies, 259. Springer.
  • Dabas, C. (2017). Big data analytics for exploratory social network analysis. International Journal of Information Technology and Management, 16(4), 348-359. Inderscience.
  • Tandon, S., Tripathi, S., Saraswat, P., Dabas, C. (2019). Bitcoin Price Forecasting using LSTM and 10-Fold Cross validation. 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION (ICSC-2019), 7-9th March 2019, IEEE Explore. (In press)
  • Chetna Dabas, Gaurav Kumar Nigam. (2019) Hybrid Method for Cluster Analysis of Big Data. LNEE Springer. (In press)
  • Rahul Gupta, Sarthak Rana, Swapnil Gupta, Kavita Pandey, Chetna Dabas (2019). Comparative Analysis of Various Classifiers for Gesture Recognition. LNEE Springer. (In press)
  • Vasvi Bajaj, Rajat Bhusan Panda, Chetna Dabas, Parmeet Kaur (2019). Graph Database for Recipe Recommendations. ICRITO 2018. IEEE. (In press)
  • Abhinav Singh, Isha Goyal, Parmeet Kaur, Chetna Dabas (2019). Get-a-Doc: A Doctor Recommender System. ICRITO 2018. Amity. IEEE (In press)
  • Chetna Dabas, Juhi Aggarwal (2019). An Intensive Review of Data Replication Algorithms for Cloud Systems. Advances in Intelligent Systems and Computing, Springer. (https://www.springer.com/in/book/9789811359521) (In press)
  • Chetna Dabas, Juhi Aggarwal (2019). Delayed Replication Algorithm with Dynamic Threshold for Cloud Datacenters. MARC 2018. LNEE Springer. (https://www.springer.com/gp/book/9789811367717) (In press)
  • Total Citations Till 3 Mar;2015 =33, H-index=3, i-10 index=1
  • http://scholar.google.co.in/citations?hl=en&user=SxkJtOEAAAAJ

International Journals:

  • Nigam, G.K., & Dabas, C., “Enhanced Auxiliary Cluster Head Selection Routing Algorithm in Wireless Sensor Networks”, Recent Patents on Computer Science, ISSN (Print): 2213-2759 ISSN (Online): 1874-4796, Bentham Science. (2019) [SCOPUS INDEXED]
  • Dabas, C., Nigam, G.K., (2019), TEMPERATURE AND POWER INVESTIGATION OF 6LOWPAN AND RPL PROTOCOLS FOR LOW POWER INTERNET OF THINGS, Journal of Theoretical and Applied Information Technology, (E-ISSN 1817-3195 / ISSN 1992-8645), 97(17), Little Lion Scientific.[SCOPUS INDEXED]
  • H. Singhal, A. Saxena, N. Mittal, C. Dabas, Parmeet Kaur, PolyGlot Persistence for Microservices-Based Applications, JITSA: Volume 14, Issue 1, Article 2, 2020 [SCOPUS INDEXED]
  • Nigam, G.K., & Dabas, C., “Energy Efficient Routing Protocol using relay node in Wireless
  • Sensor Networks”, International Journal of Sensors, Wireless Communications and Control, ISSN:2210-3287(Online),ISSN: 2210-3279 (Print), Bentham Science. (2019) [SCOPUS INDEXED] 
  • Sanjeev kumar, Chetna Dabas, Manoj Kumar, Sukhvinder Singh, “GA-QMR Genetic Algorithm oriented MANET QoS Multicast Routing”, International Journal of Information Technology and Web Engineering (IJITWE) ,IGI Global ,2017[Indexing: ESCI/Scopus][UGC approved Journal] [In press]
  • Gaurav Verma, Chetna Dabas, Ashish Goel, Vijay Khare, Manish Kumar, “Clustering Based Power Optimization of Digital Circuits for FPGAs, Journal of Information and Optimization Sciences, Taylor and Francis ,2017[Indexing: ESCI ][UGC Approved Journal] [In Press]
  • Kumar, P., Kumar, S. & Dabas, C., “Comparative Analysis of Downlink Scheduling Algorithms for a cell affected by interference in LTE Networks”, Annals of Data Science, Vol 3(2), pp135-153, June 2016. Doi:10.1007/s40745-016-0076-x, Print ISSN:2198-5804,Online ISSN:2198-5812,Publisher Name: Springer-Verlag Berlin Heidelberg, Springer Publication
  • Gaurav Kumar Nigam, Chetna Dabas, “Effective Compressive Sensing for Clustering in Wireless Sensor Networks”,Indian Journal of Science and Technology, Vol9(38), DOI:10.17485/ijst/2016/v9i38/102968,October 2016, ISSN(Print): 0974-6846, ISSN (Online) e-ISSN: 0974-5645, [SJR=0.27, H-Index-22, ICV=5.02] [Indexing: SCOPUS, Thomson Reuters (Web of Science)], ISI, Elsevier B.V., EBSCO, DOAJ, Index Copernicus, ICI][UGC Approved Journal]
  • Anubhuti Singh, Chetna Dabas, J.P. Gupta, “Cosine Similarity with Centroid Implication for text clustering of document files , Indian Journal of Science and Technology, Volume 9,Issue 48,  2016, [SJR=0.27, H-Index-22, ICV=5.02] [Indexing: SCOPUS, Thomson Reuters (Web of Science)], ISI, Elsevier B.V., EBSCO, DOAJ, Index Copernicus] [UGC Approved Journal]
  • Chetna Dabas, Aniket Dabas, J.P.Gupta, “Data and Performance Analysis of Big Data R Application on Multi-core System” ,  International Journal of Control theory and Applications, ISSN : 0974-5572, 2017[SCOPUS Indexed][UGC Approved Journal]
  • Chetna Dabas, “Big Data Analytics for Exploratory Social Network Analysis”, International Journal of Information Technology and Management (IJITM), Vol 16(4), 2017, ISSN online: 1741-5179
  • ISSN print: 1461-4111, [Will be Indexed in SCOPUS, DBLP, EI Compendex, ACM Digital Library, EBSCO and other databases][UGC Approved Journal] [In Press]
  • Himanshu Nagar, Chetna Dabas, J.P. Gupta, “Naïve Bayes and K-Means hybrid analysis for extracting extremist tweets”, International Jourmal of Control theory and Applications, ISSN : 0974-5572, 2017[SCOPUS/ ICI Indexed][UGC Approved Journal]
  • Priyanka Chauhan,Chetna Dabas, J.P.Gupta, “Analysis of Association rules for Big Data using Aprioi and Frequent pattern Growth Techniques”, International Journal of Control theory and Applications, ISSN : 0974-5572, 2017[SCOPUS /ICI Indexed][UGC Approved Journal]
  • Sanjeev Kumar, Chetna Dabas, Neelam Vinayak “Improved Frequency Reuse Three Algorithm in LTE Networks”, International Jourmal of Control theory and Applications, ISSN: 0974-5572, Feb 2017[SCOPUS/ ICI Indexed][ UGC Approved Journal]
  • Chetna Dabas,Mamta Balhara, Aniket Dabas “Firefly meta-heuristics for calibrating Smartphone and Tablet touch-screens”, International Journal of Exploration in Engineering and Technology,Vol1 , Issue2, pp58-62 ,August 2015, ISSN: 2394-7918 [Peer Reviewed]
  • Paul, Shubham; Dixit, Sourabh; Dabas, Chetna, “Object Detection for Markerless Augmentation using Haar Training”, International Journal of Advanced Research in Computer Science ,Jan/Feb2015, Vol. 6 Issue 1, p43-46. 4p. ISSN No. 0976-5697. [ h5 index=6, h5 median=6 ] [SJIF=5.3,ICV=6.82 (2013) for year 2014] [Indexed in EBSCOhost] [Peer Reviewed]
  • Chetna Dabas, “Exploiting the Systematic Optimization Techniques for the present Heterogeneous Multi-core and Many-core Computing Systems”, International Journal of Research in Advent Technology,[Impact Factor=1.473], EISSN:2321-9637,Special Issue National Conference  IAEISDISE 2014, 12-13 September;2014,Pages 77-82, Vol 2014.
  • Chetna Dabas, J.P. Gupta, “A Genetic algorithm for pre-scheduling of commands in RFID reader systems”, International Journal of Fuzzy Systems and Rough Systems [ISSN: 0974-858X], Vol 2, No 1, Jan-Jun2009. 
  • Chetna Dabas, Mamta Balhara, J.P. Gupta, “CDMA based Anti-collision Deterministic Algorithm for RFID Tags”, International Journal of Recent Trends in Engineering [ISSN 1797-9617, ISBN 978-952-5726-04-6 (Print); ISBN 978-952-5726-05-3 (CD-ROM)] (Computer Science), Vol.1 No.1, June 2009.
  • Chetna Dabas, J.P. Gupta, “Performance Comparison of ISO 18000-3 and CDMA based RFID Tag Anti-collision protocols”, International Journal of Recent Trends in Engineering Vol 3, [ISSN 1797-9617].

International Conferences:

  • C. Dabas , Parmeet Kaur, N. Gulati, M.Tilak, “Analysis of Comments on Youtube Videos Using Hadoop Youtube comments”, IEEE, ICIIP 2019
  • V. Agarwal, S. Nangru, A. Sehgal, C. Dabas , Parmeet Kaur, 'News Data Analysis from Facebook Through MongoDB and Hive', IEEE ICIIP, 2019
  • Gaurav Kumar Nigam, and Chetna Dabas, "A Survey on Protocols and Routing Algorithms for Wireless Sensor Networks," Lecture Notes in Engineering and Computer Science: Proceedings of The World Congress on Engineering and Computer Science 2015, ISBN  of Vol II (pp529-1061): 978-988-14047-2-521-23, 2015, San Francisco, USA, pp719-722 [Indexed in SCOPUS, DBLP and other databases][SJR=0.11,h-index=5]
  • Surbhi Kapoor, Chetna Dabas, “Cluster Based Load Balancing in Cloud Computing”, Eighth International Conference on Contemporary Computing, 2015, August 20-22, 2015, Noida, India. IEEE Conference Record Number # 36493 [h5 index=10, h5 median=15] 
  • Aniket Dabas, Chetna Dabas, “Implementation of Real-Time tracking using Unstructured Supplementary Service Data”, International Conference on Computer Science, ICCS 2009, June 24-26 ,2009 ,Paris, France.
  • Chetna Dabas, J.P. Gupta, “Data load Impact on RFID Anti-collision Protocols”, International Multi Conference of Engineers and Computer Scientists (IMECS 2010), Hong  Kong, 17-19 March, 2010, organized by IAENG (International Association of Engineers). [Indexed in Scopus]
  • Chetna Dabas, J.P. Gupta, “A Cloud Computing Architecture Framework for Scalable RFID”, International Multi Conference of Engineers and Computer Scientists(IMECS 2010), Hong  Kong, 17-19 March, 2010, organized by IAENG (International Association of Engineers). [Indexed in Scopus]
  • Dabas C., Gupta J.P., "Soft computing techniques for issues in existing RFID systems",        Recent Researches in Computers and Computing - International Conference on Computers and Computing, ICCC'11, pp.22-27, 2011. [Indexed in Scopus]
  • Chetna Dabas, “Modeling the Survivor functions of Lithium-Ion Batteries Designed for Mobile Phones”, International Conference on Emerging trends in Computational and Applied mathematics”, ITM University, Gurgaon, 2nd- 4th ; June 2014. 

National Conferences:

  • Chetna Dabas, An RFID Perception to Secure Kids: A conceptual Mapping approach, International Conference on Modeling and Simulation, CITICOMS 2007, 27-29 Aug 2007, Coimbatore Institute of Technology, Coimbatore, India.
  • Chetna Dabas, Manish kumar, J.P. Gupta, "Problems in existing RFID Systems: User-Centered Design Methods", The 2nd National Conference on Next Generation Computing Technologies , 17-18 October 2008 ,Institute Of Technology and Science, Ghaziabad, U.P., India.
  • Chetna Dabas, Manish Kumar, "Border Surveillance System using Visual Sensor Network and RFID: A Conceptual mapping approach", The 2nd National Conference on Next Generation Computing Technologies , October 2008 ,Institute of Technology and Science, Ghaziabad, U.P., India .

Conferences/ Workshops/ FDP Attended

  • Workshop on “Rational Rose” organized by IBM at JUIT Waknaghat (JULY 2005).
  • Workshop on “Enterprise Life Cycle Management & Requirements Driven Development” organized by TELELOGIC (JUNE 2006) ,Nehru Place, Delhi.
  • Workshop on Research Methods,14 Oct -15 Oct, 2006 by GGSIP university, Delhi
  • Workshop on “CAD Tools for VLSI:  An Overview”, organized by C-DAC ,Noida (March 2007)
  • Attended and presented a paper in International Conference on Modeling and Simulation, CITICOMS 2007, 27-29 Aug 2007, Coimbatore Institute of Technology, Coimbatore, India.
  • Workshop on “Towards Academic Excellence in Computer Science Engineering and Information Technology” organized by JIIT, Noida (28-29 Dec, 2007).
  • Attended and presented a paper in The 2nd National Conference on Next Generation Computing Technologies, 17-18 October 2008, Institute Of Technology and Science, Ghaziabad, U.P., India.
  • Workshop on “Spread Spectrum Techniques and CDMA” organized by JIIT, Noida (14 Dec, 2008)
  • Workshop on “Application of Information Security and Risk management”, organized by Tata Consultancy Services” , at JIIT, Noida (11 June 2009)
  • “International Conference on Contemporary Computing”, organized by JIITU and University of Florida at JIITU Noida. (IC3, 17-19Aug;2009)
  • Attended and presented a paper in International Multi Conference of Engineers and Computer Scientists (IMECS 2010), Hong  Kong, 17-19 March, 2010, organized by IAENG.
  • IUCEE Workshop on Matlab and Simulink at Waknaghat from 12th to 14th July 2010.
  • “International Conference on Contemporary Computing”, organized by JIITU and University of Florida at JIITU Noida. (IC3, 9-11Aug;2010)
  • FDP Workshop on "Conducting Design Science Research in IT", 19th Oct, 2010 at JIIT by Prof. Vijay K. Vaishnavi.
  • Workshop on “Dynamic Resource Management in Mobile P2P Networks", March 8, 2011 at JIIT Noida by Dr. Sanjay Kumar Madria, Deptt. of CSE, Missouri University of Science and Technology.
  • “International Conference on Contemporary Computing”, organized by JIITU and University of    Florida at JIITU Noida. (IC3, 8-10 Aug;2011)
  • “International Conference on Contemporary Computing”, organized by JIITU and University of    Florida at JIITU Noida. (IC3, 6-8 Aug;2012)
  • “International Conference on Contemporary Computing”, organized by JIITU and University of    Florida at JIIT Noida. (IC3, 8-10 Aug;2013)
  • Seminar on “Parallel Computing and Multi-core Architectures to handle big data challenges”, on 18th Oct;2013, by Prof. R.K Shyamsundar, TIFR Mumbai at South Asia University, Chanakyapuri Delhi.
  •  Talk on “Residual and Past Lifetime Distributions: An Information-Theoretic Measures Approach” on 4th feb; 2014 by Prof. H.C. Taneja, Delhi Technological University at JIIT Sec128, Noida.
  • Faculty Development Program organized by TATA CONSULTANCY SERVICES on cloud computing security (by Shouqat Hussain) and IPR and Patenting (by cmdr Manash Paul) in JIIT on 13th May;2014.
  • Attended and presented a paper in International Conference on Emerging trends in Computational and Applied mathematics”, ITM University, Gurgaon, 2nd- 4th ; June 2014.
  • Faculty Development Program on Embedded Systems by JIIT ,Noida from 28th July-2nd Aug;2014
  • Workshop on Advanced Optimization Techniques organized by department of mathematics, 23rd Sept;2014, JIIT, Noida.
  • NI Seminar on RF and Wireless Communications for Academia organized by National Instruments at The Hans Hotel, Barakhamba Road, Connaught Place, New Delhi, India on December 6; 2014

Professional Projects / Professional Achievements

  • Technical Reviewer in the IEEE TRANSACTIONS ON COMPUTERS, IEEE Society, Feb 2015.
  • Served as Session chair in IC3 2014 (8-10 Aug 2014) , JIIT, Noida, India.
  • Served as Session chair in IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, Dec 15-17, 2014, JIIT, Noida, India.
  • Technical Reviewer in “IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, Dec 15-17, 2014, JIIT, Noida, India.
  • Technical Reviewer in “International Conference on Computing, Communication and Automation (ICCCA2015), 15-16 May,2015,organized by School of Computer Science and Engineering, Galgotias University, Uttar Pradesh, India.   [Technically Co-Sponsored by IEEE UP Section with IEEE Conference Record No. #36179].
  • Technical Session Chair in International MutliConference of Engineers and Computer Scientists IMECS 2010, 17-19 March, Hong Kong, ICCS V [Day Two (14:00 - 15:15) at Seminar Room C]
  • Technical Session Chair in IC3 2012 (6-9 Aug 2012), on 6th Aug 2012 (DAY1from 3pm - 4:30pm) in Applications Track 2 and Biomedical Informatics Track 1.
  • Technical Session Chair in IC3 2013 (8-10 Aug 2013)
  • Technical Reviewer in WSEAS (World Scientific and Engineering Academy and Society) in 2011.
  • TPC in “The Second IEEE International Conference on Parallel, Distributed and Grid Computing [PDGC 2012]”, JUIT, Waknaghat. (Dec 06-08, 2012).
  • Technical reviewer in  “International Conference on Data Mining and Intelligent Computing, ICDMIC-2014” on 5th-6th September 2014 organized by Indira Gandhi Delhi Technical University for Women (IGDTUW). (Conference technically co-sponsored by IEEE, Delhi Section with the conference record number 33840).
  • Technical reviewer in “2014 Seventh International Conference on Contemporary Computing, IC3, Aug 7-9, 2014, conducted by Jaypee Institute of Information Technology, Noida, India

Book Published:

Title " Big Data and Start-ups: An Introduction: The current State of Art and Future Glimpse"
Authors: Chetna Dabas, Aniket Dabas, Anil Chhikara, ISBN-13:978-3330070813, Lambert Academic Publishing, Germany.

Book Chapters Published:

  • Gaurav Kumar Nigam, and Chetna Dabas, " Performance Analysis of HEED over LEACH and PEGASIS in Wireless Sensor Networks." Book Title: Transactions on Engineering Technologies, ISBN:978-981-10-2716-1, Chapter-19,pp-259-266, BookId417886_1_En, DOI: 10.1007/978-981-10-2717-8_19, Publisher: Springer Nature Singapore Pte Ltd, [2017], Springer Publication

Article Published:

  • Chetna Dabas, “Festival of Data Science in India”, “Anunaad” Institute Newsletter, Volume 1, Issue 1, 2016, Jaypee Institute of Information Technology, Noida, India.

JYC Faculty Event Advisor

  •  Theme Walk
  • Mr & Ms Impressions
  • Mr & Ms Fresher
  • Mini Stars

International Visits

International Multi Conference of Engineers and Computer Scientists(IMECS 2010), Hong Kong, 17-19 March, 2010, organized by IAENG (International Association of Engineers).

Google Scholar URL

http://scholar.google.co.in/citations?hl=en&user=SxkJtOEAAAAJ