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Dr. Sreebha Bhaskaran

Assistant Professor (Sr. Gd.), Department of Computer Sciecnce and Engineering, School of Computing, Bengaluru

Qualification: B.Tech., M.Tech., Ph.D
b_sreebha@blr.amrita.edu
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Research Interest: Cloud Computing, Edge and Fog Computing, Distributed Systems, Internet of Things (IoT), Edge AI, Resource Optimization, Software-Defined Networking (SDN), and Reinforcement Learning

Bio

Dr. Sreebha Bhaskaran currently serves as an Assistant Professor (Sr. Gd) in the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Bengaluru. She earned her Ph.D. in Computer Science and Engineering from Amrita Vishwa Vidyapeetham, with a strong focus on Distributed Intelligent Systems and Resource Management in next-generation computing environments. She completed her M.Tech. in Embedded Systems from Amrita University and her B.Tech. in Information Technology from Kannur University.

Her research expertise spans Cloud Computing, Edge and Fog Computing, Distributed Systems, Internet of Things, Edge AI, Resource Optimization, Software-Defined Networking (SDN), and Reinforcement Learning, with a focus on developing intelligent, low-latency, and adaptive solutions for Edge–Fog–Cloud environments. Her doctoral research focused on Resource Orchestration for Real-Time Applications in SDN-Based Edge Networks, addressing challenges in proactive resource provisioning, workload balancing, mobility-aware orchestration, and SLA-aware resource management for dynamic edge environments. She actively guides students in emerging areas such as Edge Intelligence, Edge AI, IoT analytics, and intelligent distributed systems, pursuing research aimed at building efficient, scalable, reliable, and future-ready distributed AI systems.

Publications

Journal Article

Year : 2026

Proximity-Aware VM Placement in Multi-Layer Fog Computing for Efficient Resource Management: Performance Evaluation Under a Gaming Application Scenario

Cite this Research Publication : Sreebha Bhaskaran, Supriya Muthuraman, Proximity-Aware VM Placement in Multi-Layer Fog Computing for Efficient Resource Management: Performance Evaluation Under a Gaming Application Scenario, Computers, MDPI AG, 2026, https://doi.org/10.3390/computers15040225

Publisher : MDPI AG

Year : 2025

A Comprehensive Study of Resource Provisioning and Optimization in Edge Computing

Cite this Research Publication : Sreebha Bhaskaran, Supriya Muthuraman, A Comprehensive Study of Resource Provisioning and Optimization in Edge Computing, Computers, Materials & Continua, Tech Science Press, 2025, https://doi.org/10.32604/cmc.2025.062657

Publisher : Tech Science Press

Conference Proceedings

Year : 2026

Non-Invasive Neonatal Jaundice Detection Using Deep Learning with Color Calibration and Explainable AI

Cite this Research Publication : Deivanai Saravanan, Ananya Ganapathi, K Dhara Lakshmi, Jyotsna Chandrasekharan, Sreebha Bhaskaran, Non-Invasive Neonatal Jaundice Detection Using Deep Learning with Color Calibration and Explainable AI, 2026 International Conference on Trends in Quantum Computing and Emerging Business Technologies (TQCEBT), IEEE, 2026, https://doi.org/10.1109/tqcebt67648.2026.11681221

Publisher : IEEE

Year : 2025

Efficient Parking Spot Allocation in a Grid-Based Parking Lot

Cite this Research Publication : Bhavika Gandham, Sai Smrithi Muthukumar, Trisha Vijayekkumaran, Nagasarapu Sarayu Krishna, Sreebha Bhaskaran, Efficient Parking Spot Allocation in a Grid-Based Parking Lot, 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF), IEEE, 2025, https://doi.org/10.1109/comp-sif65618.2025.10969931

Publisher : IEEE

Year : 2025

Galaxy Classification Using Neural Networks: A Deep Learning Approach

Cite this Research Publication : Hitesh Kumar S., Rushank Tripathi, Jyotsna C., Sreebha Bhaskaran, Galaxy Classification Using Neural Networks: A Deep Learning Approach, 2025 2nd Asia Pacific Conference on Innovation in Technology (APCIT), IEEE, 2025, https://doi.org/10.1109/apcit65661.2025.11410806

Publisher : IEEE

Year : 2025

Optimizing Urban Waste Collection Routes: Comparative Study of Shortest Path Algorithms

Cite this Research Publication : Chimakurthy Mounika Begum, Kamalapuram Vigneswara Reddy, Neeraja, Sreebha Bhaskaran, Optimizing Urban Waste Collection Routes: Comparative Study of Shortest Path Algorithms, 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF), IEEE, 2025, https://doi.org/10.1109/comp-sif65618.2025.10969869

Publisher : IEEE

Year : 2025

Image Compression Algorithms – Comparative Analysis

Cite this Research Publication : G. Niharika Reddy, M. Namrutha, Namratha Akshaya, Sreebha Bhaskaran, Image Compression Algorithms - Comparative Analysis, 2025 3rd International Conference on Integrated Circuits and Communication Systems (ICICACS), IEEE, 2025, https://doi.org/10.1109/icicacs65178.2025.10968818

Publisher : IEEE

Year : 2025

Comprehensive Study on Integrating AI-Powered Threat Intelligence Using Large Language Models

Cite this Research Publication : Nishith P, S Ajay Ratnam, Sreebha Bhaskaran, Comprehensive Study on Integrating AI-Powered Threat Intelligence Using Large Language Models, 2025 3rd International Conference on Communication, Security, and Artificial Intelligence (ICCSAI), IEEE, 2025, https://doi.org/10.1109/iccsai64074.2025.11063731

Publisher : IEEE

Year : 2025

Real-Time Sales Data Analysis Using Distributed Tools: An Implementation of Apache-Distributed Tools

Cite this Research Publication : Kotyada Mohan Kiran Kumar, Munaga Sai Snehitha, Mohammed Jaffer Ali, Sreebha Bhaskaran, Real-Time Sales Data Analysis Using Distributed Tools: An Implementation of Apache-Distributed Tools, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-96-4142-0_29

Publisher : Springer Nature Singapore

Year : 2025

Scalable and Real-Time Sentimental Analysis Using NLP and Distributed Concepts

Cite this Research Publication : Kodati Bhanusri, Koti Leela Sai Praneeth Reddy, Julakanti Sai Yaswanth, Sreebha Bhaskaran, Nalini Sampath, Scalable and Real-Time Sentimental Analysis Using NLP and Distributed Concepts, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-96-1687-9_20

Publisher : Springer Nature Singapore

Year : 2024

Prompt Palate: A Prompt-Based Restaurant Recommendation System with Scheduling and Chatbot Integration

Cite this Research Publication : Vidula N.A, T.Hemanth Babu, V. Gopi Kiran, Roshni M. Balakrishnan, Sreebha Bhaskaran, Prompt Palate: A Prompt-Based Restaurant Recommendation System with Scheduling and Chatbot Integration, 2024 8th International Conference on Computational System and Information Technology for Sustainable Solutions (CSITSS), IEEE, 2024, https://doi.org/10.1109/csitss64042.2024.10816735

Publisher : IEEE

Year : 2024

Optimizing Distributed Communication: A Comparison of Load Balancing Strategies in gRPC and Apache Thrift

Cite this Research Publication : Subhiksha Suresh Rao, Sahil Mishra, Samarth Seshadri, Sreebha Bhaskaran, Optimizing Distributed Communication: A Comparison of Load Balancing Strategies in gRPC and Apache Thrift, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724038

Publisher : IEEE

Year : 2024

Detecting DDoS Attacks in Software-Defined Networking through the Utilization of Supervised and Unsupervised Learning Techniques

Cite this Research Publication : T Sathwik, Tadi Sai Vishruth Reddy, Venkat Rohith Gangavarapu, Sreebha Bhaskaran, Detecting DDoS Attacks in Software-Defined Networking through the Utilization of Supervised and Unsupervised Learning Techniques, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723853

Publisher : IEEE

Year : 2024

Optimizing Content Delivery Networks for Enhanced Performance and Energy Efficiency

Cite this Research Publication : Poluru Reddy Jahnave, Siwani Karna, Samudrala Sai Santhoshi Haneesha, Sreebha Bhaskaran, Optimizing Content Delivery Networks for Enhanced Performance and Energy Efficiency, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723968

Publisher : IEEE

Year : 2024

Building a Secure and Scalable Finance Chatbot: Client-Server Architecture, Load Balancing, and TLS Security

Cite this Research Publication : T. Anisha Reddy, S Akhilesh, Sodum Manogna, Sreebha Bhaskaran, Kavitha C.R., Building a Secure and Scalable Finance Chatbot: Client-Server Architecture, Load Balancing, and TLS Security, 2024 4th International Conference on Sustainable Expert Systems (ICSES), IEEE, 2024, https://doi.org/10.1109/icses63445.2024.10762957

Publisher : IEEE

Year : 2023

Comparative Model: Video Based Fire Detection

Cite this Research Publication : Rayapudi Venkata Rahul, Omshith R, Narayana Chakravarthi, Sravan Varma Mudunuri, Sreebha Bhaskaran, Comparative Model: Video Based Fire Detection, 2023 14th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2023, https://doi.org/10.1109/icccnt56998.2023.10307926

Publisher : IEEE

Year : 2023

SDN-based Hybrid Load Balancing Algorithm

Cite this Research Publication : Avinash S, Akkina Sairam Srikar, Vedant Pramod Naik, Sreebha Bhaskaran, SDN-based Hybrid Load Balancing Algorithm, 2023 3rd International Conference on Intelligent Technologies (CONIT), IEEE, 2023, https://doi.org/10.1109/conit59222.2023.10205630

Publisher : IEEE

Year : 2023

A Scenario-Based Data Catalogue for Autonomous Driving Assistance Systems Using Clustering

Cite this Research Publication : Surendhar Selvaraj, Muthu Kumar I, Sreebha Bhaskaran, Karthik R, Sabari Balamurugan, A Scenario-Based Data Catalogue for Autonomous Driving Assistance Systems Using Clustering, 2023 IEEE Fifth International Conference on Advances in Electronics, Computers and Communications (ICAECC), IEEE, 2023, https://doi.org/10.1109/icaecc59324.2023.10560241

Publisher : IEEE

Year : 2023

A Comparative Analysis And Classification Of Telugu Characters Extracted From Palm Leaves

Cite this Research Publication : B.Krishna Ganesh, D. Hanumantharao, G. Yohith, G. Venkat Sai Kumar, Remya Sivan, Peeta Basa Pati, Sreebha Bhaskaran, A Comparative Analysis And Classification Of Telugu Characters Extracted From Palm Leaves, 2023 IEEE Fifth International Conference on Advances in Electronics, Computers and Communications (ICAECC), IEEE, 2023, https://doi.org/10.1109/icaecc59324.2023.10560237

Publisher : IEEE

Year : 2022

Application of Failure Prediction via Ensemble Techniques

Cite this Research Publication : A. Harshitha, D. S. L. Pravallika, D. Chandana, K. Rakesh Krishna, Sreebha Bhaskaran, Application of Failure Prediction via Ensemble Techniques, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-16-7996-4_36

Publisher : Springer Nature Singapore

Year : 2022

A Hybrid Approach for Multimedia Summarization

Cite this Research Publication : Manikanta Avinash Grandhi, Sreebha Bhaskaran, A Hybrid Approach for Multimedia Summarization, 2022 IEEE North Karnataka Subsection Flagship International Conference (NKCon), IEEE, 2022, https://doi.org/10.1109/nkcon56289.2022.10126694

Publisher : IEEE

Year : 2021

A Classification Model for Predicting Suitable Cache Level in a Multi-core Architecture

Cite this Research Publication : Thasneema V, Sreebha Bhaskaran, A Classification Model for Predicting Suitable Cache Level in a Multi-core Architecture, 2021 International Conference on Communication, Control and Information Sciences (ICCISc), IEEE, 2021, https://doi.org/10.1109/iccisc52257.2021.9484900

Publisher : IEEE

Year : 2021

Indian Language Identification for Short Text

Cite this Research Publication : S. Bhaskaran, Geetika Paul, Dr. Deepa Gupta, and Amudha J., “Indian Language Identification for Short Text”, Advances in Intelligent Systems and Computing. Springer, pp. 47-58, 2021.

Publisher : Advances in Intelligent Systems and Computing. Springer,

Year : 2018

Multilingual Text Detection and Identification from Indian Signage Boards

Cite this Research Publication : Rahul Ramanathan, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Multilingual Text Detection and Identification from Indian Signage Boards”, 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 : 2017

Recognition of Multilingual Text from Signage Boards

Cite this Research Publication : P. Salunkhe, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Recognition of Multilingual Text from Signage Boards”, 6th International Conference on Advances in Computing, Communications & Informatics (ICACCI’17), . Manipal University, Karnataka , 2017.

Publisher : 6th International Conference on Advances in Computing, Communications Informatics

Conference Paper

Year : 2025

DDoS Detection in SDN Environments: Leveraging Machine Learning Algorithms with Local Interpretable Model-Agnostic Explanations (LIME) for Enhanced Security

Cite this Research Publication : Siwani Karna, Poluru Reddy Jahanve, S. Yadukul, Sreebha Bhaskaran, Susmitha Vekkot, Shinu M. Rajagopal, DDoS Detection in SDN Environments: Leveraging Machine Learning Algorithms with Local Interpretable Model-Agnostic Explanations (LIME) for Enhanced Security, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-97-7717-4_38

Publisher : Springer Nature Singapore

Year : 2025

Priority-Based Deep Learning Inference On Edge Devices for Military Surveillance

Cite this Research Publication : Utkarsh Tiwari, Aayushi Jeeban Tripathy, Siddhant Ashwani, Supriya M, Sreebha Bhaskaran, Shinu M. R, Priority-Based Deep Learning Inference On Edge Devices for Military Surveillance, 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF), IEEE, 2025, https://doi.org/10.1109/comp-sif65618.2025.10969926

Publisher : IEEE

Year : 2024

Advanced Latency Compensation Techniques for Seamless Online Gaming Experiences

Cite this Research Publication : Vijayakumar Soorya, Suhas S Bhat, Sajjad Shaik, Shinu M. Rajagopal, Sreebha Bhaskaran, Advanced Latency Compensation Techniques for Seamless Online Gaming Experiences, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543857

Publisher : IEEE

Year : 2024

Implementation and Analysis of TCP CUBIC Congestion Control System in Mininet

Cite this Research Publication : S Navin Sunder, Ve Ram Akathya, Samarth Seshadri, Shinu M Rajagopal, Sreebha Bhaskaran, Implementation and Analysis of TCP CUBIC Congestion Control System in Mininet, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10544208

Publisher : IEEE

Year : 2024

IoT-Based Fire Alarm System and Motion Detector: A Comprehensive Protocol Analysis for Enhanced Performance

Cite this Research Publication : Sai Santhoshi Haneesha Samudrala, Jaishitha Thambi, Sai Rishisri Vadluri, Shinu M. Rajagopal, Sreebha Bhaskaran, IoT-Based Fire Alarm System and Motion Detector: A Comprehensive Protocol Analysis for Enhanced Performance, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10544317

Publisher : IEEE

Year : 2024

Comparative Analysis of Machine Learning Algorithms for Anomaly Detection

Cite this Research Publication : Siddhesh T.S., Shinu M. Rajagopal, Sreebha Bhaskaran, Comparative Analysis of Machine Learning Algorithms for Anomaly Detection, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10544217

Publisher : IEEE

Year : 2024

Study on Networking Models of SDN using Mininet and MiniEdit

Cite this Research Publication : Sreebha Bhaskaran, Supriya M., Study on Networking Models of SDN using Mininet and MiniEdit, 2024 2nd International Conference on Intelligent Data Communication Technologies and Internet of Things (IDCIoT), IEEE, 2024, https://doi.org/10.1109/idciot59759.2024.10467218

Publisher : IEEE

Year : 2020

Arduino based Conventional Headlight with Multi Trait

Cite this Research Publication : Sushmita Pal and Bhaskaran, S., “Arduino based Conventional Headlight with Multi Trait”, in 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), Coimbatore, India, 2020.

Publisher : 2020 International Conference on Electronics and Sustainable Communication Systems (ICESC), IEEE

Year : 2019

Categorization of Multilingual Text on Languages of Indic Script

Cite this Research Publication : Debraj Rudra Sharma and Bhaskaran, S., “Categorization of Multilingual Text on Languages of Indic Script”, in 2019 Global Conference for Advancement in Technology (GCAT), 2019.

Publisher : Global Conference for Advancement in Technology

Year : 2017

Langtool: Identification of Indian Language for short Text

Cite this Research Publication : S. Bhaskaran, Paul, G., Dr. Deepa Gupta, and Amudha, J., “Langtool: Identification of Indian Language for short Text”, in 9th International Conference on Advanced Computing (ICoAC 2017), MIT, Chennai , 2017.

Publisher : 9th International Conference on Advanced Computing

Year : 2017

GPS and ZigBee based traffic signal preemption

Cite this Research Publication : V. Kodire, Bhaskaran, S., and Vishwas, H. N., “GPS and ZigBee based traffic signal preemption”, in Proceedings of the International Conference on Inventive Computation Technologies, ICICT 2016, 2017, vol. 2.

Publisher : Proceedings of the International Conference on Inventive Computation Technologies,

Year : 2016

Advanced metering infrastructure (AMI) with combination of peak load management system (PLMS) and theft protection

Cite this Research Publication : N. B, Bhaskaran, S., and Ullas S., “Advanced metering infrastructure (AMI) with combination of peak load management system (PLMS) and theft protection”, in 2016 Online International Conference on Green Engineering and Technologies (IC-GET), Coimbatore, India, 2016.

Publisher : International Conference on Green Engineering and Technologies(IC-GET)

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