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S. Saravanan

Assistant Professor, School of Computing, Bengaluru

Qualification: BE, M.E
s_saravanan@blr.amrita.edu
S. Saravanan's Google Scholar Profile
Research Interest: Big Data, Bioinformatics, Cloud Computing & Big Data Analysis, Data Mining

Bio

S. Saravanan joined Amrita School of Engineering, Bengaluru Campus in the year 2012. He is working as an Assistant Professor in the School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru. He has 12 years of teaching experience and is currently pursuing his Ph.D. in Amrita Vishwa Vidyapeetham, Bengaluru campus. He is a life time member of ISTE.

Education

YEAR DEGREE/PROGRAM INSTITUTION
2011 M.E(CSE) Sathyabama University, Chennai
2005 B.E(CSE) Anna University, Chennai

Professional Activities

  • Life time member of ISTE
Publications

Journal Article

Year : 2014

Analyzing Large Web Log Files in a Hadoop Distributed Cluster Environment

Cite this Research Publication : S. Saravanan and B. Uma Maheswari, “Analyzing Large Web Log Files in a Hadoop Distributed Cluster Environment”, International Journal of Computer Technology and Applications (IJCTA), vol. 5, no. 5, 2014.

Publisher : International Journal of Computer Technology and Applications (IJCTA)

Conference Paper

Year : 2020

P2P Bot Detection Based on Host Behavior and Big Data Technology

Cite this Research Publication : S. P. Teja, P. Sirija, H., Roshini, P., and S. Saravanan, “P2P Bot Detection Based on Host Behavior and Big Data Technology”, in International Conference on Applied Soft Computing and Communication Networks (ACN'20), VIT University, Chennai, India, 2020.

Publisher : International Conference on Applied Soft Computing and Communication Networks (ACN'20)

Year : 2020

A Comprehensive Survey on Big Data Technology-Based Cybersecurity Analytics Systems

Cite this Research Publication : S. Saravanan and G, D. Prakash., “A Comprehensive Survey on Big Data Technology-Based Cybersecurity Analytics Systems”, in The International Conference on Applied Soft Computing and Communication Networks (ACN'20), VIT University, Chennai, India, 2020.

Publisher : The International Conference on Applied Soft Computing and Communication Networks (ACN'20)

Year : 2019

k-core: Hardware Accelerator for k-mer Generation and Counting used in Computational Genomics

Publisher : 32nd International conference on VLSI Design 2019

Year : 2017

Data Classification Using Machine Learning Approach

Cite this Research Publication : S. Saravanan, E., K. K., Balaji, A., and S., A., “Data Classification Using Machine Learning Approach”, in 3rd International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), Manipal University, Karnataka , 2017.

Publisher : 3rd International Symposium on Intelligent Systems Technologies and Applications (ISTA'17)

Conference Proceedings

Year : 2019

Iot Enabling of Vacuum Heat Treatment Chambers for Data Acquisition and Analytics

Cite this Research Publication : M. Haripriya, S. Saravanan, and M., R., “Iot Enabling of Vacuum Heat Treatment Chambers for Data Acquisition and Analytics”, 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC). 2019.

Publisher : 2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)

Year : 2019

Design and Evaluation of Scalable Intrusion Detection System Using Machine Learning and Apache Spark

Cite this Research Publication : Y. .K, .M, K., .T, N., and S. Saravanan, “Design and Evaluation of Scalable Intrusion Detection System Using Machine Learning and Apache Spark”, 5th International Conference on Computing, Communication, Control and Automation. PimpriChinchwad College Of Engineering, Pune, 2019.

Publisher : 5th International Conference on Computing, Communication, Control and Automation. PimpriChinchwad College Of Engineering.

Year : 2018

Performance Comparison of Apache Spark and Hadoop Based Large Scale Content Based Recommender System

Cite this Research Publication : S. Saravanan, K.E., K., Balaji, A., and Sajith, A., “Performance Comparison of Apache Spark and Hadoop Based Large Scale Content Based Recommender System”, Intelligent Systems Technologies and Applications. Springer International Publishing, Cham, 2018.

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing

Year : 2018

HMSPKmerCounter: Hadoop based Parallel, Scalable, Distributed Kmer Counter for Large Datasets

Cite this Research Publication : S. Saravanan and Athri, P., “HMSPKmerCounter: Hadoop based Parallel, Scalable, Distributed Kmer Counter for Large Datasets”, International Conference on Bioinformatics and Systems Biology – 2018. IIIT, Allahabad, 2018.

Publisher : International Conference on Bioinformatics and Systems Biology – 2018

Year : 2018

Hadoop and Natural Language Processing Based Analysis on Kisan Call Center (KCC) Data

Cite this Research Publication : V. Kasi Viswanath, Madhuri, C. Gayathri V., Raviteja, C., S. Saravanan, and Venugopalan, M., “Hadoop and Natural Language Processing Based Analysis on Kisan Call Center (KCC) Data”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

Publisher : International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2015

Design of large-scale Content-based Recommender System Using Hadoop MapReduce Framework

Cite this Research Publication : S. Saravanan, “Design of large-scale Content-based Recommender System Using Hadoop MapReduce Framework”, in 2015 Eighth International Conference on Contemporary Computing (IC3), 2015.

Publisher : 2015 Eighth International Conference on Contemporary Computing (IC3)

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