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Dr. Shiju Sathyadevan

Associate Professor, Centre for Cyber Security, Amritapuri

Qualification: MS, Ph.D
shiju.s@am.amrita.edu
Ph: +91 944 600 7599
Research Interest: Big Data Analytics, IoT Middleware, IoT Security, Large Volume Data Visualization, Low Cost IoT Devices/Enablers, Network Security Through Machine Learning Techniques, Social Media Analytics

Bio Publications
Bio

Dr. Shiju Sathyadevan currently works as an Associate Professor at Amrita Centre for Cyber Security, Amrita Vishwa Vidyapeetham, Amritapuri Campus mainly focusing on research pertaining to security enhancements in cloud computing, Internet of Things, Big Data Analytic Platforms and also focusing on innovative E-Governance initiatives. Shiju was the chief investigator for one of the first cloud computing research initiatives funded by Department of Electronics & Information Technology, Govt of India, “Development of Trust Models for Cloud Computing”. He is also the chief investigator for the DeitY funded research project “Secure, Scalable, Interoperable Internet of Things Middleware“. Shiju is responsible for developing the All integrated Big Data processing framework “Amrita Bigdata Framework” (ABDF) which brings the power of Hadoop, Spark and Storm under one roof. It uses a graphic user based tool to build data analytics flows using a series of built in computational components. The tool intend to reduce the dependency of data scientists on developers in analysing large volume data. Also looking into visualizing large volume data sets(link is external) in a high interactive manner.

Before joining Amrita, Shiju was a freelance BI consultant working with leading organisations from multitude of business domains ranging from Investment banking (Goldman Sachs, London, Capital International, Geneva, GE Capital & Finance, Melbourne), pharmaceuticals (Astrazeneca, UK), logistics (M&S, UK), UK Government tax department, wide range of insurance corporations (Swiss Re, Catlin Underwriting, Friends Provident, UK), telecom (DU Telecom, Dubai) and petroleum (Shell, Melbourne), Financial Management (Yodlee, USA), Quality Consulting (Omnex, USA) etc.

Shiju pursued his M.S. in Information Technology from University of Western Sydney, Sydney, Australia in 1996.

Shiju did his PhD in Design and development of Secure Architecture for IoT from Deakin University, Melbourne, Australia.

Publications

Journal Article

Year : 2017

System call authorization in linux by a secure daemon

Cite this Research Publication : V. Radhakrishnan, Narayanan, H., and Shiju Sathyadevan, “System call authorization in linux by a secure daemon”, ARPN Journal of Engineering and Applied Sciences, vol. 12, pp. 3903-3908, 2017.

Publisher : ARPN Journal of Engineering and Applied Sciences

Year : 2017

Intrusion detection system using big data framework

Cite this Research Publication : K. U. Abinesh Kamal and Shiju Sathyadevan, “Intrusion detection system using big data framework”, ARPN Journal of Engineering and Applied Sciences, vol. 12, pp. 3909-3913, 2017.

Publisher : ARPN Journal of Engineering and Applied Sciences, Asian Research Publishing Network,

Conference Paper

Year : 2017

Intelligent soil quality monitoring system for judicious irrigation

Cite this Research Publication : J. P. Guruprasadh, Harshananda, A., Keerthana, I. K., ,, Yadu, K. K., Rangarajan, M., and Sathyadevan, S., “Intelligent soil quality monitoring system for judicious irrigation”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017, vol. 2017-January, pp. 443-448.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2017

Architectural Design for a Secure Linux Operating System

Cite this Research Publication : H. Narayanan, Radhakrishnan, V., Shiju Sathyadevan, and Jayaraj Poroor, “Architectural Design for a Secure Linux Operating System”, in 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET), 2017.

Publisher : 2017 International Conference on Wireless Communications, Signal Processing and Networking (WiSPNET)

Year : 2015

A Survey of Security Protocols in WSN and Overhead Evaluation

Cite this Research Publication : Shiju Sathyadevan, Prabhakaranl, S., and Bipin, K., “A Survey of Security Protocols in WSN and Overhead Evaluation”, in Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014: Volume 2, Cham, 2015, pp. 729–738.

Publisher : Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014: Volume 2

Year : 2015

Security, Trust and Implementation Limitations of Prominent IoT Platforms

Cite this Research Publication : Shiju Sathyadevan, Kalarickal, B. S., and M. K. Jinesh, “Security, Trust and Implementation Limitations of Prominent IoT Platforms”, in Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014: Volume 2, Advances in Intelligent Systems and Computing, Cham, 2015, vol. 2, pp. 85–95.

Publisher : Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014: Volume 2, Advances in Intelligent Systems and Computing

Year : 2015

Proposal of browser by exploiting the proficiency of V8 for large data visualization

Cite this Research Publication : Shiju Sathyadevan, Jaison, P. Jb, and Sankar, Gb, “Proposal of browser by exploiting the proficiency of V8 for large data visualization”, in International Journal of Applied Engineering Research, 2015, vol. 10, pp. 22939-22946.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Optimization of Hadoop Using Software-Internet Wide Area Remote Direct Memory Access Protocol and Unstructured Data Accelerator

Cite this Research Publication : V. Vejesh, G. Nayar, R., and Shiju Sathyadevan, “Optimization of Hadoop Using Software-Internet Wide Area Remote Direct Memory Access Protocol and Unstructured Data Accelerator”, in Software Engineering in Intelligent Systems: Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software Engineering in Intelligent Systems, Cham, 2015, pp. 261–270

Publisher : Software Engineering in Intelligent Systems: Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software Engineering in Intelligent Systems

Year : 2015

Network Data Analysis Using Spark

Cite this Research Publication : K. V. Swetha, Shiju Sathyadevan, and Bilna, P., “Network Data Analysis Using Spark”, in Software Engineering in Intelligent Systems: Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software Engineering in Intelligent Systems, Cham, 2015, pp. 253–259.

Publisher : Software Engineering in Intelligent Systems: Proceedings of the 4th Computer Science On-line Conference 2015 (CSOC2015), Vol 3: Software Engineering in Intelligent Systems

Year : 2015

Implementation of Scatternet in an Intelligent IoT Gateway

Cite this Research Publication : L. Mohan, M. K. Jinesh, Bipin, K., Harikrishnan, P., and Shiju Sathyadevan, “Implementation of Scatternet in an Intelligent IoT Gateway”, in Emerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India CSI Volume 2, Hyderabad, 2015, vol. 338, pp. 275–287.

Publisher : Emerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India CSI Volume 2, Springer International Publishing

Year : 2015

Fast approximate aggregation algorithms for effective browser visualization using similarity heuristics

Cite this Research Publication : Shiju Sathyadevan, Hariram, Sa, Antony, Ab, and Mahith, V. Pb, “Fast approximate aggregation algorithms for effective browser visualization using similarity heuristics”, in International Journal of Applied Engineering Research, 2015, vol. 10, pp. 22133-22144.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Enhancement of data level security in mongoDB

Cite this Research Publication : Shiju Sathyadevan, Muraleedharan, N., and Rajan, S. P., “Enhancement of data level security in mongoDB”, in Advances in Intelligent Systems and Computing, 2015, vol. 321, pp. 199-212.

Publisher : Advances in Intelligent Systems and Computing

Year : 2015

Comparison of checkpointed aided parallel execution against mapreduce

Cite this Research Publication : N. Rani N, Shiju Sathyadevan, Renault, E., and Hai, V. Ha, “Comparison of checkpointed aided parallel execution against mapreduce”, 2015.

Publisher : Conference Paper

Year : 2015

Comparative Analysis of Decision Tree Algorithms: ID3, C4.5 and Random Forest

Cite this Research Publication : Shiju Sathyadevan and Nair, R. R., “Comparative Analysis of Decision Tree Algorithms: ID3, C4.5 and Random Forest”, in International Conference on Computational Intelligence in Data Mining(ICCIDM-Dec 20-21 2014), Computational Intelligence in Data Mining , New Delhi, 2015.

Publisher : International Conference on Computational Intelligence in Data Mining(ICCIDM-Dec 20-21 2014), Computational Intelligence in Data Mining

Year : 2015

Benchmarking support vector machines implementation using multiple techniques

Cite this Research Publication : M. V. Sukanya, Shiju Sathyadevan, and Sreeveni, U. B. Unmesha, “Benchmarking support vector machines implementation using multiple techniques”, in Advances in Intelligent Systems and Computing, 2015, vol. 320, pp. 227-238.

Publisher : Advances in Intelligent Systems and Computing

Year : 2015

Airfoil Self Noise Prediction Using Linear Regression Approach

Cite this Research Publication : Shiju Sathyadevan and Chaitra, M. A., “Airfoil Self Noise Prediction Using Linear Regression Approach”, in Computational Intelligence in Data Mining Proceedings of the International Conference on CIDM, New Delhi, 2015, vol. 2.

Publisher : Computational Intelligence in Data Mining Proceedings of the International Conference on CIDM

Year : 2015

ABDF Integratable Machine Learning Algorithms-MapReduce Implementation

Cite this Research Publication : U. B. Unmesha Sreeveni and Shiju Sathyadevan, “ABDF Integratable Machine Learning Algorithms-MapReduce Implementation”, in Procedia Computer Science, 2015, vol. 58, pp. 297 - 306.

Publisher : Procedia Computer Science

Year : 2014

Improved Document Classification Through Enhanced Naive Bayes Algorithm

Cite this Research Publication : Shiju Sathyadevan, S, A., and Raghunath, A., “Improved Document Classification Through Enhanced Naive Bayes Algorithm”, in ICDSC 2014, 2014, pp. 100-104.

Publisher : ICDSC 2014

Year : 2014

Implementing Scatternet to Enhance Bluetooth Communication Capability

Cite this Research Publication : Shiju Sathyadevan, Lakshmi, Bipin and M. K. Jinesh, “Implementing Scatternet to Enhance Bluetooth Communication Capability”, in CSI Hyderabad, 2014.

Publisher : CSI Hyderabad

Year : 2014

Identifying moving bodies from CCTV videos using machine learning techniques

Cite this Research Publication : Shiju Sathyadevan, Balakrishnan, A. K., S, A., and S, A. R., “Identifying moving bodies from CCTV videos using machine learning techniques”, in First International Conference on Networks Soft Computing (ICNSC), 2014, 2014.

Publisher : First International Conference on Networks Soft Computing (ICNSC), 2014

Year : 2014

Customizing EPCglobal to Fit Local ONS Requirements

Cite this Research Publication : Shiju Sathyadevan, Akhila, C. A., and M. K. Jinesh, “Customizing EPCglobal to Fit Local ONS Requirements”, in Intelligent Computing, Communication and Devices: Proceedings of ICCD 2014, Volume 308 of the series Advances in Intelligent Systems and Computing , 2014, vol. 320, pp. 21–30.

Publisher : Intelligent Computing, Communication and Devices: Proceedings of ICCD 2014, Volume 308 of the series Advances in Intelligent Systems and Computing

Year : 2014

Crime Analytics using News feeds and Social Media through profiling

Cite this Research Publication : Shiju Sathyadevan, Gangadharan, S., and M.S, D., “Crime Analytics using News feeds and Social Media through profiling”, in ICNSC 2014, 2014.

Publisher : ICNSC 2014

Year : 2014

Crime analysis and prediction using data mining

Cite this Research Publication : Shiju Sathyadevan, S, D. M., and S., S. G., “Crime analysis and prediction using data mining”, in Networks Soft Computing (ICNSC), 2014 First International Conference on, 2014.

Publisher : Networks Soft Computing (ICNSC), 2014 First International Conference on

Year : 2014

Comparison of Traditional Linear SVM Implementation Against MapReduce SVM Implementation

Cite this Research Publication : Shiju Sathyadevan and Anoop, S., “Comparison of Traditional Linear SVM Implementation Against MapReduce SVM Implementation”, in ISI 2014, 2014.

Publisher : ISI 2014

Year : 2014

Comparing ID3, C4.5 and Random Forest

Cite this Research Publication : Shiju Sathyadevan, Nair, R., and Krishnan, A. B., “Comparing ID3, C4.5 and Random Forest ”, in ICCIDM 2014, 2014.

Publisher : ICCIDM 2014

Year : 2014

Architectural Recommendations in Building a Network Based Secure, Scalable and Interoperable Internet of Things Middleware

Cite this Research Publication : Shiju Sathyadevan, Krishnasree Achuthan, and Jayaraj Poroor, “Architectural Recommendations in Building a Network Based Secure, Scalable and Interoperable Internet of Things Middleware”, in 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, Cham, 2014, vol. 1, pp. 429–439.

Publisher : 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014

Year : 2014

Analysis Of Ovehead Due to Security Implementations in WSN

Cite this Research Publication : Shiju Sathyadevan, Prabhakar, S., and K, B., “Analysis Of Ovehead Due to Security Implementations in WSN”, in FICTA 2014, 2014.

Publisher : FICTA 2014

Year : 2014

Accomplishing Data Level Security in MongoDB

Cite this Research Publication : Shiju Sathyadevan, Muraleedharan, N., and Rajan, S. P., “Accomplishing Data Level Security in MongoDB”, in ISI 2014, 2014.

Publisher : ISI 2014

Year : 2012

Kloud – A virtual elastic knowledge cloud: A centralized directory based approach for education content aggregation

Cite this Research Publication : Shiju Sathyadevan, “Kloud - A virtual elastic knowledge cloud: A centralized directory based approach for education content aggregation”, in Proceedings - 2012 IEEE International Conference on Technology Enhanced Education, ICTEE 2012, Kerala, 2012.

Publisher : Proceedings - 2012 IEEE International Conference on Technology Enhanced Education, ICTEE 2012

Year : 2012

BSnort IPS: Better snort intrusion detection/prevention system

Cite this Research Publication : Ra Padmashani, Shiju Sathyadevan, and Dath, Da, “BSnort IPS: Better snort intrusion detection/prevention system”, in International Conference on Intelligent Systems Design and Applications, ISDA, Kochi, 2012, pp. 46-51.

Publisher : ISDA

Year : 2011

IRIGNET – Intelligent communication network for power-scarce rural India

Cite this Research Publication : Shiju Sathyadevan, Kallingalthodi, H., and Hari, N. N., “IRIGNET - Intelligent communication network for power-scarce rural India”, in ACWR 2011 - Proceedings of the International Conference on Wireless Technologies for Humanitarian Relief, Amritapuri, 2011, pp. 465-471.

Publisher : ACWR 2011 - Proceedings of the International Conference on Wireless Technologies for Humanitarian Relief

Conference Proceedings

Year : 2015

Visualization with Charting Library Based on SVG for Amrita Dynamic Dashboard

Cite this Research Publication : R. Meenakshi, Jayalekshmi, G., Hariram, S., Shiju Sathyadevan, and Thushara M. G., “Visualization with Charting Library Based on SVG for Amrita Dynamic Dashboard”, Procedia Computer Science, vol. 58. pp. 371 - 379, 2015.

Publisher : Procedia Computer Science

Patents

Year : 2019

IoT Gateway Capable of Handling Heterogenous Protocols

Cite this Research Publication : “IoT Gateway Capable of Handling Heterogenous Protocols ”, Volume European Patent EP 3148226 (2019).

Publisher : Volume European Patent EP 3148226

Year : 2018

Intelligent “IoT Gateway”

Cite this Research Publication : Dr. Krishnashree Achuthan, Pillai, H. Padmanabha, Shiju Sathyadevan, and Kunjumon, B., “Intelligent “IoT Gateway””, 2018.

Publisher : Volume US Patent 10,057,382

Year : 2017

Security Layer and Methods for Protecting Tenant Data in a Cloud-Mediated Computing Network

Cite this Research Publication : S. Sathyadevan, P Rangan, V., and Dr. Krishnashree Achuthan, “Security Layer and Methods for Protecting Tenant Data in a Cloud-Mediated Computing Network”, U.S. Patent PCT/US2013/0579522014.

Publisher : Amrita Vishwa Vidypeetham, Volume WO2014039497 A1, US20140075568

Year : 2017

Security Layer and Methods for Protecting Tenant Data in a Cloud Mediated Computing Network

Cite this Research Publication : S. Sathyadevan, P Rangan, V., and Dr. Krishnashree Achuthan, “Security layer and methods for protecting tenant data in a cloud-mediated computing network”, U.S. Patent US 13/606,9792017.

Publisher : U.S. Patent US 13/606,9792017

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