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Dr. Beena B. M.

Associate Professor, School of Computing, Bengaluru

Qualification: BE, M.Tech., Ph.D
bm_beena@blr.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Green Computing, Green AI, Cloud Computing, Green Cloud Systems, Blockchain Technology, Green IoT, AI/ML, Cloud Resource Optimization

Bio Publications Education Professional Appointments Experience Talks Delivered Membership Certificates, Awards & Recognitions Courses Taught Student Guidance
Bio

Dr. Beena B.M., is working as an Associate Professor at the Department of Computer Science and Engineering, Amrita School of Computing, Bengaluru. Beena has over 28 years of experience in academics and industry. She holds a B.E. from PDA College of Engineering, Kalaburagi and M.Tech. from BMS College of Engineering, Bengaluru and a Ph.D. from VTU, Belagavi, Karnataka. Her research interests include Green Computing, Green AI, Cloud Computing, Cloud Resources Optimization, Blockchain, AI/ML, and IoT. She is currently guiding six Ph.D. students and has published extensively in reputed journals and conferences.

Publications

Journal Article

Year : 2025

A Green Cloud-Based Framework for Energy-Efficient Task Scheduling Using Carbon Intensity Data for Heterogeneous Cloud Servers

Cite this Research Publication : B. M. Beena, Prashanth Cheluvasai Ranga, Thotapalli Sri Surya Manideep, Sneha Saragadam, Garikipati Karthik, A Green Cloud-Based Framework for Energy-Efficient Task Scheduling Using Carbon Intensity Data for Heterogeneous Cloud Servers, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3562882

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2024

A Neighborhood Inspired Multiverse Scheduler for Energy and Makespan Optimized Task Scheduling for Green Cloud Computing Systems

Cite this Research Publication : Shalini Tiwari, Beena B. M., A Neighborhood Inspired Multiverse Scheduler for Energy and Makespan Optimized Task Scheduling for Green Cloud Computing Systems, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2024, https://doi.org/10.1109/access.2024.3484388

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2017

Survey of Data Mining (DM) and Machine Learning (ML) Methods on Cyber Security

Cite this Research Publication : R. D. Shanbhogue and B. M. Beena, “Survey of Data Mining (DM) and Machine Learning (ML) Methods on Cyber Security”, Indian Journal of Science and Technology, vol. 10, no. 35, pp. 1-7, 2017.

Conference Paper

Year : 2025

Rack Sensor Metrics Odyssey: Analyzing Sensor Behavior with Random Forest and kNN for Strategic Job Allocation Insights

Cite this Research Publication : Angelina George, B. M. Beena, Rack Sensor Metrics Odyssey: Analyzing Sensor Behavior with Random Forest and kNN for Strategic Job Allocation Insights, 2025 IEEE International Students' Conference on Electrical, Electronics and Computer Science (SCEECS), IEEE, 2025, https://doi.org/10.1109/sceecs64059.2025.10940953

Publisher : IEEE

Year : 2024

Revolutionizing Healthcare: Cloud-Based Health Information Exchange and Disease Prediction

Cite this Research Publication : Sai Nithin Nayini and Vishwas Gade and Mani Prakash Reddy Gudapareddy and Varshith Peddineni and Beena B. M, Revolutionizing Healthcare: Cloud-Based Health Information Exchange and Disease Prediction, [source], CEUR-WS.org, 2024, https://ceur-ws.org/Vol-3682/Paper9.pdf

Publisher : CEUR-WS.org

Year : 2024

Cloud-Integrated Blockchain Solution for Agricultural Sales Tracking

Cite this Research Publication : Aniruddh Rao, F Ashik, Indupuri Sai Koushik, B M Beena, Cloud-Integrated Blockchain Solution for Agricultural Sales Tracking, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10726066

Publisher : IEEE

Year : 2024

Revolutionizing Healthcare Waste Management: Leveraging Blockchain For Enhanced Efficiency and Transparency

Cite this Research Publication : G Venkat Sai Kumar, C Rohith Reddy, B.M Beena, Revolutionizing Healthcare Waste Management: Leveraging Blockchain For Enhanced Efficiency and Transparency, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725300

Publisher : IEEE

Year : 2024

Enhancing Mental Health with AWS Cloud Services for Mental Well Hub

Cite this Research Publication : Divya Chennupalle, Sai Bhumika Challagulla, B.M Beena, Enhancing Mental Health with AWS Cloud Services for Mental Well Hub, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724077

Publisher : IEEE

Year : 2024

Advanced Handwriting Recognition System for Handwritten Scripts With AutoCorrect Feature

Cite this Research Publication : A Amruth, Monish Mohanty, C Vimal, R Ramanan, B.M Beena, Advanced Handwriting Recognition System for Handwritten Scripts With AutoCorrect Feature, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724995

Publisher : IEEE

Year : 2024

Cloud-Infused AWS Services: Automobile Database Management System

Cite this Research Publication : Uthej K, Nagandla Krishna Sai Keerthan, Nikhil Kumar Musunuru, Beena B M, Cloud-Infused AWS Services: Automobile Database Management System, 2024 2nd International Conference on Networking, Embedded and Wireless Systems (ICNEWS), IEEE, 2024, https://doi.org/10.1109/icnews60873.2024.10731084

Publisher : IEEE

Year : 2024

Blockchain Technology in Agriculture

Cite this Research Publication : B Hari Ram Deep Reddy, Ashwin Kottath Veedu, Beena BM, Blockchain Technology in Agriculture, 2024 8th International Conference on Computational System and Information Technology for Sustainable Solutions (CSITSS), IEEE, 2024, https://doi.org/10.1109/csitss64042.2024.10816748

Publisher : IEEE

Year : 2024

Analysis of Green Computing Models on AWS Using Machine Learning Algorithms

Cite this Research Publication : T. Sudeep Reddy, Beena B.M, Analysis of Green Computing Models on AWS Using Machine Learning Algorithms, 2024 First International Conference for Women in Computing (InCoWoCo), IEEE, 2024, https://doi.org/10.1109/incowoco64194.2024.10863061

Publisher : IEEE

Year : 2024

Cloud Based Big Data Solution for Cancer Classification: Using Databricks on Large Scale Genomic Data

Cite this Research Publication : A Amruth, R Ramanan, Rhea Paul, C Vimal, B.M Beena, Cloud Based Big Data Solution for Cancer Classification: Using Databricks on Large Scale Genomic Data, 2024 1st International Conference on Communications and Computer Science (InCCCS), IEEE, 2024, https://doi.org/10.1109/incccs60947.2024.10593322

Publisher : IEEE

Year : 2024

Improvising energy efficiency of heterogeneous servers using AWS services and Machine Learning approaches

Cite this Research Publication : P Praneeth Reddy, P Sai Shruthi, P Tharneesh, B.M Beena, Improvising energy efficiency of heterogeneous servers using AWS services and Machine Learning approaches, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724212

Publisher : IEEE

Year : 2024

Deep Learning Solutions for Real-World Traffic Sign Recognition: A Transfer Learning Approach

Cite this Research Publication : Amruth A, Ramanan R, Vimal C, B.M Beena, Deep Learning Solutions for Real-World Traffic Sign Recognition: A Transfer Learning Approach, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10723999

Publisher : IEEE

Year : 2024

Identity Management Dapp using Ethereum Blockchain and IPFS

Cite this Research Publication : Ananya Avvaru, Aaditi, Aryan Tandon, Bm Beena, Identity Management Dapp using Ethereum Blockchain and IPFS, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725157

Publisher : IEEE

Year : 2024

Leveraging Cloud Computing for Drug Review Analysis

Cite this Research Publication : Shiva Teja Pecheti, Nithin Kodurupaka, Basavadeepthi H M, Talari Tanvi, Beena B M, "Leveraging Cloud Computing for Drug Review Analysis," Symposium on Computing & Intelligent Systems (SCI), May 10, 2024, New Delhi, India

Year : 2024

A Comparative Research On Sentiment Analysis of Tweets Using Deep and Machine Learning Models

Cite this Research Publication : Kagolanu Venkata Chandra Madhav, Sravan Varma Mudunuri, Panyam Charithartha Reddy, Bm Beena, A Comparative Research On Sentiment Analysis of Tweets Using Deep and Machine Learning Models, 2024 IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT), IEEE, 2024, https://doi.org/10.1109/ic2pct60090.2024.10486249

Publisher : IEEE

Year : 2024

Multiple Machine Learning Models for Alzheimer’s disease detection for Mixed Data with Explainable AI

Cite this Research Publication : Uppin Rashmi, B M Beena, Multiple Machine Learning Models for Alzheimer’s disease detection for Mixed Data with Explainable AI, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725637

Publisher : IEEE

Year : 2024

Advancing of Microservices Architecture with Dockers

Cite this Research Publication : Kriti Priya Sah, Nikunj Jain, Priyanshu Jha, Jawed Hawari, B.M Beena, Advancing of Microservices Architecture with Dockers, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10724035

Publisher : IEEE

Year : 2023

Green Computing: Optimized Underutilized Host detection in IQR Vm Allocation Policy

Cite this Research Publication : Anwar Nadaf, Beena B. M, Green Computing: Optimized Underutilized Host detection in IQR Vm Allocation Policy, 2023 4th International Conference on Intelligent Engineering and Management (ICIEM), IEEE, 2023, https://doi.org/10.1109/iciem59379.2023.10166423

Publisher : IEEE

Education
  • Year: 2017 Ph.D. in Computer Science and Engineering
    From: Visvesvaraya Technological University
  • Year: 2007 M.Tech. in Computer Science and Engineering
    From: BMS College of Engineering, Visvesvaraya Technological University
  • Year: 1997 B.E. in Computer Science and Engineering
    From: PDA College of Engineering, Gulbarga University
Professional Appointments
Year Affiliation
2021 Data Scientist Freelancer
2019 Wells Fargo, Bengaluru.
2017 Rubixe, Bengaluru.
2017 New Horizon College of Engineering, Bengaluru.
2010 East Point College of Engineering, Bengaluru.
2000 J S S Academy of Technical Education, Bengaluru.
Experience

Research & Management Experience

  • Green Computing, Data Science, Machine Learning, Artificial Intelligence, Natural Language Processing and Management Experience – 14 years
Talks Delivered

Research Talks Delivered

  • Delivered technical talks on Cloud Computing, Green Computing, Blockchain Technology in Agriculture and Healthcare, IoT

Invited Talks

  • Delivered a talk on “Product Traceability and Source Generation using BlockChain Technology” in the forenoon session on December 29, 2022 (Thursday) at KSTA Office, GKVK Campus, Bengaluru.
  • Delivered a talk on “The Role of ICT in Agricultural & Allied Sectors” for teaching faculty, research scholars, and departmental officers in agriculture and allied sectors from 25 June to 04 July 2024 at KSTA, Bengaluru.
Membership

Membership in Professional Bodies

  • IET
  • IEEE Senior Member
Certificates, Awards & Recognitions
  • Certified Data Scientist
  • CCNA R&S
  • Amazon Cloud Practitioner
  • IoT

Awards

  • AIRA 2025
  • Best Paper Award
Courses Taught
  • Data Science
  • Machine Learning & Deep Learning
  • Artificial Intelligence
  • Cloud Computing
  • System Software
  • C, C++, Java, Python Programming
  • Distributed Computing
  • Wireless and Cellular Networks
  • Wireless Sensor Networks
  • Optical Networks
  • Object Oriented Programming with C++
  • Object Oriented Design
  • Computer Network
  • Operating System
  • Unix Operating System
  • Client Server Computing
  • Computer System Design and Architecture
  • Java
Student Guidance

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Ms. Shalini Tiwari – Green Computing
  • Mr. Ravi Shanker Reddy – Green Compting
  • Ms. Sadhana U – Deep Learning
  • Ms. Rashmi Uppin – Deep Learning
  • Mr. Kumar D – Blockchain Technology
  • Mr. M. Nandimath – Green Computing
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