faculty-profile

Dr. A. Sivakrishna Reddy

info

Associate Professor

Computer Science And Engineering

Pondicherry Central University

9 Years

Datacenters, BigData parallel and distributed processing, Computer networking (wireless),Machine Learning, Reinforcement Learning, Data Mining, Internet of Things

BigData, Machine Learning

Educational
Qualifications
(From Highest)

2020

Doctor of Philosophy (Ph.D) in Computer Science & Engineering with the Specialization in BigData MapReduce Algorithms from Pondicherry Central University

2011

Master of Engineering in Computer Science & Engineering from Hindustan University

2008

Bachelor of Technology in Computer Science & Engineering from JNTUH

Professional
Experience

2021

Associate Professor at SR University, from 2021-09-01 to Till Date.

2020

Associate Professor at RAGHU INSTITUTE OF TECHNOLOGY, VIZAG, AP, from 2020-11-05 to 2021-08-31.

2018

Associate Professor at VISVODAYA ENGINEERING COLLEGE, from 2018-06-04 to 2020-10-31.

2013

Assistant Professor at SRI MANAKULAVINAYAGAR ENGINEERING COLLEGE, PUDUCHERRY, from 2013-01-04 to 2015-11-30.

Student
Supervision

3

Ph.D

23

PG

34

UG

Key Publications

A. Siva Krishna Reddy, Pothula Sujatha, Prasad Koti and Dhavachelvan P “ An energy efficient data placement using anaymization based greedy cover algorithm in hadoop ” International journal of Mechanical Engineering and Technology, May 2018, ISSN 0976-6340.

A. Siva Krishna Reddy, Pothula Sujatha, Prasad Koti, P. Dhavachelvan and J. Amudhavel “An Enhancement of data locality in Hadoop Distributed File Systems” Bioscience and Biotechnology Research Communications, 2017.BBRC print ISSN:0974-6455.

Siva Krishna Reddy, Pothula Sujatha, Prasad Koti “Firefly Algorithm Based Map Reduce for Large-Scale Data Clustering “ International Journal of Innovative Technology and Exploring Engineering (IJITEE),Volume 8, Issue 9, July 2019

R. Punithavathi, A.Ramalingam, Chinnarao Kurangi, A.Siva Krishna Reddy, J. Uthayakumar “Secure content based image retrieval system using deep learning with multi share creation scheme in cloud environment“ Multimedia Tools and application (SPRINGER) pp 1-22,May 2021

A.Ramalingam, S.Geetha, A.Siva Krishna Reddy, Tallapalli Puthin Kumar Reddy, M.K. Nagarajan, G.Kadiravan “Two-Tier metaheuristic based energey aware clustering technique for wireless sensor networks” Turkish Journal of Physiotherapy and Rehabilitation, 2021

Ahmad Ali, Vijay Shrinath Patil, Vaishali Bhagwat Patil, Jagadish B. Jadhav, A.Siva Krishna Reddy, H P Prashanth Kumar “Data Mining and Machine Learning Based Hybrid Marketing Decision Support System” Design Engineering, issue 8,pages:1399-1410,2021.

Dr.Manoj Kumar, CT Sunil Kumar, Jayafar MV, Mr. Arun Kumar, A. Siva Krishna Reddy, Pallavi K.Ingale “An Analytical Framework in the Rise of Online Stock Trading in India” Empirical Economics Letters, August 2014.

Reddy, A.S.K., Rao, K.N.B., Soora, N.R. et al. Multi-modal fusion of deep transfer learning based COVID-19 diagnosis and classification using chest x-ray images. Multimed Tools Appl (2022). https://doi.org/10.1007/s11042-022-13739-6

A. Siva Krishna Reddy, Rasheed Abdulkader, Faheem Ahmad Reegu,Buvsara Tashmuradova,Venkatesh Gauri Shankar ,Mahendran Arumugam, Chandrashekhar Ramtirthkar “ Industrial manufacturing process based on smart grid data classifcation with security using deep learning technique ” The International Journal of Advanced Manufacturing Technology , https://doi.org/10.1007/s00170-023-11340-1

Research Projects / Patents

DML - Separating Data Device: Separating Data into their Corresponding Class using Biometric Dataset Machine Learning Classification Device.

The DML - Separating Data Device is a method and apparatus for data classification which can simultaneously perform identification and outlying value classification with high reliability in a same procedure are provided.

Project
MINIMIZING IOT SECURITY RISKS IN AN ERA OF INCREASING THREATS

Awards and Honors / Achievements

Project

Oracle Certified Java Programmer

Project

EMC Academic Associate, Cloud Infrastructure and Services

Books

Data Analytics using Python

Dr.A.Siva Krishna Reddy

Scientific International Publishing House

Hand Book on Big Data and Machine Learning

Dr.A.Siva Krishna Reddy

Book Rivers