Dr. Anju Bala

Associate Professor

Specialization

Cloud/Fog/Edge Computing, Big Data Analytics and IoT

Email

anjubala@thapar.edu

Specialization

Cloud/Fog/Edge Computing, Big Data Analytics and IoT

Email

anjubala@thapar.edu

Contact:

8288008175 (Hostel Warsen –I)

Biography

Dr. Anju Bala is working as an Associate Professor in the Department of Computer Science and Engineering, TIET, Patiala, India. She has more than 20 years of experience in teaching and research. She received her BE in Computer Science and Engineering from SLIET and M Tech from Punjabi University and PhD in the research area of Cloud Computing and Big data from TIET. She has more than 80 research publications in reputed Journals and Conferences and guided more than 40 ME thesis in the same area and guided Ph.D. students in the same area.   

 

List of Projects

S.No. Title Cost in Lakh Duration Role (PI/Co-PI) Agency
1 Autonomic Scheduling for Cloud based Scientific Applications 6,90,000 INR 2015-2018 Co-PI CSIR

 

Publications (SCI Journals)

S.No. Authors Title Journal Volume Page Year
1 Vivek Dabra, Anju Bala, Saru Kumari Reconciliation based Key Exchange Schemes using Lattices: A Review Telecommunication Systems Accepted - Jan-2021
2 Vivek Dabra, Anju Bala, Saru Kumari LBA-PAKE: Lattice-based Anonymous Password Authenticated Key Exchange for mobile devices IEEE Systems Journal (SCI) Accepted 1-11 Sep-2020
3 Sumedha Arora, Anju Bala PAP: power aware prediction based framework to reduce disk energy consumption Cluster Computing 23 1-18 2020
4 Sumedha Arora, Anju Bala An Intelligent Energy Efficient Storage System for Cloud Based Big Data Applications Simulation Modelling Practice and Theory Accepted - Dec-2020
5 Sumedha Arora, Anju Bala An ensembled data frequency prediction based framework for fast processing using hybrid cache optimization Journal of Ambient Intelligence and Humanized Computing 11 1-17 May-2020
6 Gurleen Kaur, Anju Bala OPSA: An Optimized Prediction based Scheduling Approach for Scientific Applications in Cloud Environment Cluster Computing 22 1-20 Dec-2020
7 Jasmeet Kaur, Anju Bala A Hybrid Energy Management Approach for Home Appliances using Climatic Forecasting Building Simulation 12 1033-1045 2019
8 Gurleen Kaur, Anju Bala An efficient resource prediction –based scheduling technique for scientific applications in cloud environment Concurrent Engineering Research and Applications 27 112-125 2019
9 Sumedha Arora, Anju Bala A Survey: ICT Enabled Energy Efficiency Techniques for Big Data Applications Cluster Computing 21 1-22 2019
10 Gurleen Kaur, Anju Bala A Survey of Prediction based Resource Scheduling techniques for Physics Based Scientific Applications Modern Physics Letters B 32 1-26 2018
11 Gurleen Kaur, Anju Bala, Inderveer Chana An Intelligent Regressive Ensemble Approach for Predicting Resource Usage in Cloud Computing Journal of Parallel and Distributed Computing 123 1-12 2018
12 Nishant Gupta, Naman Ahuja, Shikhar Malhotra, Anju Bala, Gurleen Kaur Intelligent heart disease prediction in cloud environment through ensembling Expert Systems 34 1-14 2017
13 Inderveer Chana Prediction-based proactive load balancing approach through VM migration Engineering With Computers 32 581-592 2016
14 Anju Bala,Inderveer Chana Autonomic Fault Tolerant Scheduling Approach for Scientific Workflows in Cloud Computing Concurrent Engineering: Research and Applications 23 27-39 2015
15 Anju Bala, Inderveer Chana Intelligent Failure Prediction Models for Scientific Workflows Expert Systems with Applications 42 280-299 2015
16 Sumedha Arora,Anju Bala An Ensembled Data Frequency Prediction Based Framework For Fast Processing Using Hybrid Cache Optimization. International Conference on Innovations in Information and Communication Technologies (ICI2CT 2020 Springer   Dec-2020

 

Research Guidance

S. No Title of the thesis Level M.E./ M.Tech./ Ph.D. Year Supervisor/ Co-supervisor Completed/ ongoing

1.

Efficient Resource Prediction and Scheduling Approach for Scientific Applications in Cloud Environment

Ph.D.

2016

  

Completed

2.

An Auto-Scaling Approach using Load Prediction for IoT-based Cloud Application

Ph.D.

2016

 

Ongoing

3.

An Intelligent Energy Aware Approach for Big Data Storage in Cloud Data Centers

Ph.D.

2017

 

Completed

4.

Efficient and Secure Cryptographic Technique(s) in Post Quantum Cryptography

Ph.D.

2017

 

Ongoing

5.

A Framework for Delivering Precision Agriculture as a Cloud Service

Ph.D.

2017

Dr. Inderveer Chana

Ongoing

6.

An Intelligent Accident Detection and Prevention

Ph.D.

 

Dr. Shivendera Shivani

Ongoing

7.

A Hybrid Energy Optimization Approach for Home Appliances

M.Tech

2018

 

Completed

8.

Data Embedding Technique for Image Steganography in Cloud

M.Tech

2018

 

Completed

9.

A Hybrid Workflow Scheduling Approach for Scientific Application

M.Tech

2018

 

Completed

10.

Parameter Tuning Method Analytics (PaTM) for Different Datasets Using Classification Models

M.Tech

2017

Dr. Seema Bawa

Completed

11.

Evaluation of Feature Selection Techniques for Software Maintenance Prediction

M.Tech

2017

 

Completed

12.

Optimized Hybrid Task Scheduling Algorithm in Cloud

M.Tech

2017

Dr. Inderveer Chana

Completed

13.

 Analyzing Twitter Sentiments Through Big Data Analytics

M.Tech

2016

 

Completed

14.

Analysis of big data through de-duplication technique

M.Tech

2016

 

Completed

15.

Proposed Feature Selection Approach for Stock Data Prediction

M.Tech

2016

 

Completed

16.

An Efficient Holomorphic Approach for Cloud Data Encryption

M.Tech

2016

Dr. Inderveer Chana

Completed

17.

A Probabilistic Approach for Fault Analysis in Cloud Environment

M.Tech

2015

 

Completed

18.

An efficient auction based resource allocation algorithm in Cloud Computing

M.Tech

2015

 

Completed

19.

Consensus Based Ensemble Model for Spam Detection

M.Tech

2015

 

Completed

20.

Green Computing Approach to reduce power consumption

M.Tech

2015

 

Completed

21

Fault tolerance approach for crash failures in cloud environment

M.Tech

2015

 

Completed

22.

An Efficient Workflow Scheduling Approach In Cloud Computing

M.Tech

2014

 

Completed

23.

Membership Set Based K_MEANS Approach for High Dimensional Data

M.Tech

2014

 

Completed

24.

An Approach for Frequent Access Pattern-Identification in Web Usage Mining

M.Tech

2014

 

Completed

25.

Double Threshold Based Energy Efficient Virtual Machine Allocation and Migration

M.Tech

2014

Dr. Damandeep Kaur

Completed

 

Books/Reports/Chapters/General articles etc.

S.No. Title Publisher Year of Publication
1. Emerging Green ICT: Heart Disease Prediction Model in Cloud Environment Springer/ Advances in Intelligent systems and Computing 2015
2. Preventing Faults: Fault Monitoring and Proactive Fault tolerance in Cloud Computing Springer/ Advances in Intelligent systems and Computing 2015
3. Multi-level Priority Based Task Scheduling Algorithm for Workflows in Cloud Environment Springer/ Advances in Intelligent systems and Computing 2015