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Dr. S. Durga

Assistant Professor (Sl. Gd.), TIFAC CORE in Cyber Security, School of Engineering, Coimbatore

Qualification: M.E., Ph.D
s_durga@cb.amrita.edu
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Scopus Author ID
Research Interest: Mobile Edge Cloud, Internetworking and Security, Artificial Intelligence

Bio Publications Research FDP / Workshops Certifications Membership Awards
Bio

S. Durga has 18 years of teaching experience. She served as an Associate Professor at Sri Krishna College of Engineering and Technology for 3 years and as an Assistant Professor in the Department of Computer Science and Engineering at Karunya Institute of Technology and Sciences for 15 years. She earned her B.Tech with Distinction in Information Technology and her M.E. with Distinction in Network and Internet Engineering. She completed her Ph.D. in Information Technology. Her research interests include mobile cloud computing, internetworking and security, IoT, machine learning, and artificial intelligence. S. Durga has numerous publications in peer-reviewed journals and conferences. Additionally, she is a reviewer for the Elsevier Journal of Computers & Electrical Engineering, Springer journal of

Publications

Journal Article

Year : 2024

SmartCardio: Advancing cardiac risk prediction through Internet of Things and edge cloud intelligence

Cite this Research Publication : Durga S., Daniel E., Andrew J., Bhat R, SmartCardio: Advancing cardiac risk prediction through Internet of Things and edge cloud intelligence, IET Wireless Sensor Systems, 14(6), 348- 362. I.F 1.9, 2024

Year : 2023

PDSCM: Packet Delivery Assured Secure Channel Selection for Multicast Routing in Wireless Mesh Networks

Cite this Research Publication : Daniel E., Durga S., Eunice R J, DSCM: Packet Delivery Assured Secure Channel Selection for Multicast Routing in Wireless Mesh Networks, Technologies, 11(5), 130. SCI Journal with I.F 1.262

Year : 2022

A hybrid streaming analytic model for detection and classification of malware using Artificial Intelligence techniques

Cite this Research Publication : Daniel E, Durga S, Susila N, Seetha S, Sujatha T, A hybrid streaming analytic model for detection and classification of malware using Artificial Intelligence techniques, Streaming Analytics: Concepts, Architectures, Platforms, Use Cases and Applications, 44, 349, 2022

Year : 2022

Preparedness for managing pandemic using distributed mobile brokers – Using COVID 19 use case

Cite this Research Publication : Snowlin Preethi Janani, Immanuel JohnRaja Jebadurai, Getzi Jeba Leelipushpam Paulraj, Jebaveerasingh Jebadurai, S. Durga, Preparedness for managing pandemic using distributed mobile brokers – Using COVID 19 use case, Materials Today: Proceedings, 2022.

Year : 2022

A novel request state aware resource provisioning and intelligent resource capacity prediction in hybrid mobile cloud

Cite this Research Publication : Durga S., Daniel E., Leelipushpam P, A novel request state aware resource provisioning and intelligent resource capacity prediction in hybrid mobile cloud, Journal of Ambient Intelligence and Humanized Computing, 2022.

Publisher : Springer

Year : 2022

Resource Provisioning Techniques in Multi-Access Edge Computing Environments: Outlook, Expression, and Beyond

Cite this Research Publication : Durga S., Daniel E., Onesimu J. A., Sei Y, Resource Provisioning Techniques in Multi-Access Edge Computing Environments: Outlook, Expression, and Beyond,Mobile Information Systems, 2022.

Year : 2020

A state-of-art review on antenna designs for ingestible application

Cite this Research Publication : T. Mary Neebha, A. Diana Andrushia, S. Durga, A state-of-art review on antenna designs for ingestible application, Electromagnetic Biology and Medicine , Volume 39, 2020 - Issue 4, pp. 387-402 , Impact Factor 1.820,Taylor and Francis, 2020.

Year : 2020

An Optimal Machine Learning Classifier for Cloud Based Web URL Phishing Detection

Cite this Research Publication : Daniel E., Durga S., Sushila S, An Optimal Machine Learning Classifier for Cloud Based Web URL Phishing Detection, International Journal of Green Engineering, 10(4), April 2020

Year : 2020

Proximity-based cloud resource provisioning for deep learning applications in smart healthcare

Cite this Research Publication : Durga S., Mohan S., Dinesh Peter J, Proximity-based cloud resource provisioning for deep learning applications in smart healthcare, International Journal Expert Systems, Wiley, In press. https://doi.org/10.1111/exsy.12524, Feb, 2020.

Year : 2019

Context-aware adaptive resource provisioning for mobile clients in intra-cloud environment

Cite this Research Publication : Durga S., Mohan S.,Dinesh Peter J, Context-aware adaptive resource provisioning for mobile clients in intra-cloud environment, International Journal of Cluster Computing, Volume 22, 1 July 2019,Springer.

Publisher : Springer

Year : 2019

Towards Benefiting Both Cloud Users and Service Providers Through Resource Provisioning

Cite this Research Publication : Durga S., Mohan, S., Dinesh Peter .J, Towards benefiting both cloud users and service providers through resource provisioning ,International Journal of Information Technologies and Systems,Approach, 12(1), pp. 37-51, 2019, IGI Global publishers, 2019

Year : 2018

Multi-Context Based Optimal Resource Provisioning in Mobile Cloud Environments

Cite this Research Publication : Durga S., Mohan S., Dinesh Peter J, Multi-context based optimal resource provisioning in mobile cloud environments, International Journal of Computational and Theoretical Nanoscience, 15(5), 2018, pp. 1762-1768

Year : 2015

Big data analytics in healthcare: A survey

Cite this Research Publication : Gemson Andrew J, Durga S, Big data analytics in healthcare: A survey, ARPN Journal of Engineering and Applied Sciences, Volume 10, Issue 8, 2015

Year : 2015

Resource management in clouds: Outlook and reflections

Cite this Research Publication : Alexander A.A., Durga S, Resource management in clouds: Outlook and reflections, ARPN Journal of Engineering and Applied Sciences Volume 10, Issue 8, 2015

Conference Proceedings

Year : 2024

Enhancing Storage Efficiency for Health Data Records through Block chain-Based Storj Mechanism

Cite this Research Publication : Niranjana J., Daniel E., Durga S.,Kathiresan V, Enhancing Storage Efficiency for Health Data Records through Block chain-Based Storj Mechanism, 2024 Third International Conference on Intelligent Techniques in Control, Optimization and Signal Processing (INCOS) (pp. 1-7). IEEE.

Publisher : IEEE

Year : 2022

IoT-Based Smart Water Tank Supply Management System Using MQTT Protocol

Cite this Research Publication : Dr. S. Durga, IoT-based Smart Water tank Supply Management using MQTT Protocol, AICTE sponsored International Conference on Recent Advancesin Fog and Edge Computing, 2022.

Year : 2022

Nutrient Management of Shrimp Ponds using Internet of Things

Cite this Research Publication : Dr. S. Durga, Nutrient Management of Shrimp Ponds using Internet of Things, AICTE sponsored International Conference on Recent Advancesin Fog and Edge Computing, 2022

Year : 2022

Machine Learning based Botnet Detection in Large-Scale Network

Cite this Research Publication : Durga S, Machine Learning based Botnet Detection in Large-Scale Network, 2022 International Conference on Automation, Computing and Renewable Systems (ICACRS) (pp. 1075-1080). IEEE, 2022

Publisher : IEEE

Year : 2022

Private and Secure Blockchain-Based Mechanism for an Online Voting System

Cite this Research Publication : Durga S, Daniel E, Seetha S, Deepakanmani S, Private and Secure Blockchain-Based Mechanism for an Online Voting System, 4th EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing: BDCC 2021 (pp. 85-98). Cham: Springer International Publishing, 2022

Publisher : Springer

Year : 2020

A Cost Effective Framework for Heart Signal Monitoring System

Cite this Research Publication : Angelin, Esther, Getzi jeba and S.Durga, A Cost effective Framework for heart signal monitoring system, International Conference on Advanced Computing & Communication Systems (ICACCS 2019),March 2020.

Publisher : IEEE

Year : 2019

A Framework For Multi-Constraint Multicast Routing In Wireless Mesh Networks

Cite this Research Publication : Seetha.S, Grace mary Kanaga, Esther Daniel, S.Durga , A Framework for Multi-Constraint Multicast Routing in Wireless Mesh Networks, 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019.

Publisher : IEEE

Year : 2019

Panoramic View of Cloud Storage Security Attacks: an Insight and Security Approaches

Cite this Research Publication : Esther Daniel, S.Durga, S. Seetha, “Panoramic view of cloud storage security attacks -an insight and security approaches” in Third International conference on computing methodologies and communication (ICCMC 2019), 2019

Publisher : IEEE

Year : 2019

Survey on Machine Learning and Deep Learning Algorithms used in Internet of Things (IoT) Healthcare

Cite this Research Publication : S.Durga, Rishab Nag, Esther Daniel, Survey on machine learning and deep learning algorithms used in Internet of Things(IoT) healthcare, Third International conference on computing methodologies and communication (ICCMC 2019), 2019

Publisher : IEEE

Year : 2019

DNN-Based Decision Support System for ECG Abnormalities

Cite this Research Publication : S. Durga, Esther Daniel, S. Deepakanmani, DNN based decision support system for ECG abnormalities, 2nd EAI International Conference on Big Data Innovation for Sustainable Cognitive Computing, 2019

Publisher : Springer

Year : 2018

SmartMobiCam: Towards a New Paradigm for Leveraging Smartphone Cameras and IaaS Cloud for Smart City Video Surveillance

Cite this Research Publication : S.Durga, S. Surya, Esther Daniel, SmartMobiCam: Towards a New Paradigm for Leveraging Smartphone Cameras and IaaS Cloud for Smart City Video Surveillance, 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI), 2018.

Publisher : IEEE

Year : 2012

Mobile Cloud Media Computing Applications: A Survey

Cite this Research Publication : S.Durga, S. Mohan, Mobile cloud media computing applications: A survey, Lecture Notes in Electrical Engineering, 4th International Conference on Signal and Image Processing 2012 (ICSIP 2012).

Publisher : Springer

Book Chapter

Year : 2022

EdgeIoTics: leveraging edge cloud computing and IoT for intelligent monitoring of logistics container volumes

Cite this Research Publication : Durga S., Daniel E., Seetha S., Susila N, EdgeIoTics: leveraging edge cloud computing and IoT for intelligent monitoring of logistics container volumes, Streaming Analytics: Concepts, Architectures, Platforms, Use Cases and Applications, 44, 335, 2022

Year : 2021

A Panoramic View of Cyber Attack Detection and Prevention Using Machine Learning and Deep Learning Approaches

Cite this Research Publication : Esther Daniel, N. Susila, S. Durga, A Panoramic View of Cyber Attack Detection and Prevention using Machine Learning & Deep Learning Approaches , Applied Learning Algorithms for Intelligent IoT,September 2021

Year : 2021

IoT-Based Ensemble Method on PCG Signal Classification to Predict Heart Diseases

Cite this Research Publication : Daniel E., Durga S., Iwin Thanakumar Joseph S., Angelin D., Raj S, IoT-Based Ensemble Method on PCG Signal Classification to Predict Heart Diseases, Secure Communication for 5G and IoT Networks (pp. 101-116). Springer, Cham, 2021.

Publisher : Springer

Year : 2018

A Two-Stage Queue Model for Context-Aware Task Scheduling in Mobile Multimedia Cloud Environments

Cite this Research Publication : Durga S, Mohan S & J, Dinesh Peter, A two-stage queue model for context-aware task scheduling in mobile multimedia cloud environments,Advances in Intelligent Systems and Computing, Volume 645, 2018, Pages 287-297, Springer Verlag, ISSN: 21945357.

Publisher : Springer

Year : 2016

Cuckoo Based Resource Allocation for Mobile Cloud Environments

Cite this Research Publication : S. Durga, S. Mohan, J. Dinesh, A. Aneena,Cuckoo based resource allocation for mobile cloud environments, Advances in Intelligent Systems and Computing, Volume 412, 2016, Pages 543- 550. ISBN: 978-981100250-2.

Publisher : Springer

Year : 2010

A Progressive Exposure Approach for Secure Service discovery in Pervasive Computing Environments

Cite this Research Publication : S.Durga, A progressive exposure approach for secure service discovery in pervasive computing environments, Strategic Pervasive Computing Applications: Emerging Trends, 2010, Pages 111-122, IGI Global publishers, ISBN: 978-161520753-4.

Research

Research Grants

  • Received a TNCST grant of Rs. 400000 for the project titled “Leveraging Smartphone Cameras for Police Investigations”.
  • Received internal SEED grant of Rs. 50000 for the project titled “Air Pollution Monitoring and reporting using IoT”.

Research Talks Delivered

  • Delivered a talk on “Impact of Edge intelligence in the IoT era” at Sri Krishna College of Engineering and Technology.
  • Delivered a session on “Internetworking with Cisco packet tracer” at Karunya University.
  • Delivered research talk on “Mobile Edge Cloud Computing: Outlook, expressions and Beyond” at Hindustan College of Engineering.
  • Presented paper on “Private and secure blockchain based mechanism for an Online voting system” in the 4th international conference on Bigdata Innovation at Coimbatore
FDP / Workshops
  • Undergone training and completed NPTEL course on “Cloud Computing” with a silver badge.
  • Undergone training and completed NPTEL course on “Internet of things” with a silver badge.
  • Completed CCNA (R&S) course via Cisco netacad and served as Instructor for three years (2012-2015) in KU Cisco netacad.
  • Undergone training on “Block chaining technology” conducted by Emurgo.
  • Undergone training and completed the AICTE ATAL Faculty development Program on the Internet of Things and Blockchain Technology.
  • AICTE National FDP on Amazon Web Services August 2022
Certifications
  • Train the Trainer Program on Java Programming, Infosys, July 2021
  • OCI Foundations 2021 Certified Associate Nov 2021
  • OCI 2021 Certified Architect Professional, Dec 2021
  • Infosys Springboard courses on Introduction to Data Science July 2022
  • Infosys Springboard courses on Artificial Intelligence August 2022
  • Completed CISCO CCNA (R&S) and served as CCNA Course instructor under CISCO Karunya Netacad
  • Certified on “Agile and Web Development” course at Iamneo( Formerly known as Examly Inc.)
Membership
  • A lifetime member of Computer Society of India (CSI)
  • A lifetime member of International Association of Engineers (IAENG) Member
Awards
  • Received “Yound Achiever Award 2023” in recognition of exemplary achievements during AY 2022-2023 in Darshan’23 A Technical Fest at Sri Krishna College of Engg. & Technology
  • Received “Quality Publication Award” in recognition of publication in high impact factor journal during the AY 2022-2023 in Darshan 2023.
  • University Rank holder in M.E Network and Internet Engineering, from Karunya University.
  • University fifth Rank in B.E Information Technology, from Madurai Kamraj University.
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