Data Science & Engineering Group
Department of Information Technology
National Institute of Technology - Karnataka
Multimedia Document Dataset
1000 multimedia documents of 20 categories consisting real images, audio sounds and text documents.
Author: Pushpalatha K
Distributed System Simulator
DSS_py is a Distributed System Simulator. This library allows one to simulate a distributed environment in a single system. One can create a number of machine instances, assign them tasks in the form of functions and make them communicate between each other through messages.
Author: Md Haris Iqbal
Sponsored Research and Consultancy
Subject Material Expert (SME) for the Web based course material development on "Distributed Computing Systems".
Agency : NPTEL, Funded by MHRD, Gov't of India.
R & D Project : Distributed Computing and Web Services
Duration : 3 1/2 Yrs from March 2007.
Budget : 5 Lakhs
Agency : Start-up grant NIT-K
Principal Investigator : Dr. Ananthanarayana V.S.
R & D Project : Knowledge discovery in multi- Databases
Duration : 3 1/2 Yrs from Feb 2004.
Budget : 3 Lakhs
Agency : MHRD, GOI.
Principal investigator : Dr. Ananthanarayana V.S.
Project : Graphics system design (Devt. Of Graphics Lab)
Duration : 3 Yrs from 1993
Budget : 6 Lakhs
Co-investigator : Dr. Ananthanarayana V.S.
Fully automated payroll system for CAMPCO industry, 1991.
List of projects topics /areas 2015 — 2016
Fragmentation size identification from mine blast images - parallelism, online processing etc.
MPI based implementation of distributed algorithms. Usage of Broadcast /Scatter/ Gather/ Reduce in the implementation.
Big Data Analytics - Efficient way of handling multiple data resources.
Semantic based image processing.
Video indexing with semantics.
Hadoop architecture exploration.
OLAP operations implementation.
Hand-written form reader — Implementation of a knowledge based classifier.
Comparison (analytically and theoretically) of popular clustering /association rule mining algorithms.
Data mining of real student data.
Semantic Web development using Web usage and Web structure mining.
Data mining of real Network data for better decision on usage, behavior access pattern, etc. of users.
User based Web usage mining on real data.
Web structure mining on real Web sites.
Implementation of some modules of distributed transaction management.
Implementation of some modules of distributed recovery management.
Realization of Web Services — discovery, selection and execution.
Realization of Web Services Composition.
Multimedia oriented knowledge discovery.
Realization of transparencies — Access, Location, Migration, Parallelism, Concurrency, Replication, etc.
Implementation of any recent distributed algorithm on data replication strategies.
Implementation of RPC, TP Monitors, Object Brokers.
Implementation of FIFO/Causal/Total ordering in group communication.
Implementation of load balancing techniques in distributed environment.
Topic in the area of Database System, Parallel Programming, Computer Graphics, Operating Systems with mutual consent.
SOWMYA KAMATH S
SEMANTIC WEB SERVICES
SAKTHI MURUGAN R
SEMANTIC WEB SEARCH
SEMANTIC FRAMEWORK FOR PERVASIVE COMPUTING
M.Tech (IT) Major Project 2015-16
DEEP CONVOLUTIONAL NN
MD Haris Iqbal
B.Tech(IT) Major Project 2015-16
BHUVAN M S
Inspiration mining (with IISc- CSA)
Image Analysis of Blast Fragmentation
KEVIN HARSHAD SHETH
ARJUN KUMAR MURALI KONDUR
Information Extraction from Financial Data
KEERTHI PRASAD N
S ASHISH BHARADWAJ
R GOKUL SHANTH
RAKESH KUMAR MOSALPURI
Educational Data Mining
SUNKU BALA BHARATH
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