ENGINEERING RESEARCH PAPERS

apache spark IEEE PAPER 2017




Closest-Pairs Query Processing in Apache Spark
free download

Abstract Processing of spatial queries when the datasets involved are big can be accomplished efficiently in a parallel and distributed environment. The (K) Closest-Pair (s) Query, KCPQ, is a common query in many real-life applications involving geographical, or,

Increase the Performance of K-Means Clustering Algorithm Using Apache Spark
free download

Abstract Big data deals with large or complex traditional data. The term often refers to size and data. Big data presents a great challenge for database and data analytics research. It is used to get the predictive analysis from large data. It helps in decision making, and to take

SPARQL Graph Pattern Processing with Apache Spark
free download

ABSTRACT A common way to achieve scalability for processing SPARQL queries is to choose MapReduce frameworks like Hadoop or Spark . Processing basic graph pattern (BGP) expressions generating large join plans over distributed data partitions is a major

Matrix Multiplications on Apache Spark through GPUs
free download

Abstract In this report, we consider the distribution of large scale matrix multiplications across a group of systems through Apache Spark , where each individual system utilizes Graphical Processor Units (GPUs) in order to perform the matrix multiplication. The purpose

Apache Spark Streaming
free download

Abstract This paper is the result of theAdvanced Database Systems seminar at the University of Applied Sciences in Rapperwil. The key point is to explain and understand the function of data stream management systems. The paper is split into two parts to cover a

An Investigation on Extensive Graphs of Distributed Prims Minimum Spanning Tree Construction Using Apache Spark
free download

Abstract: Minimum spanning trees are a standout amongst the most essential primitives utilized as a part of graph algorithms. They discover applications in various fields going from scientific categorization of Network design, Approximation algorithms for NP-hard problems,

An Information Theory-Based Feature Selection Framework for Big Data under Apache Spark
free download

Abstract With the advent of extremely high-dimensional datasets, dimensionality reduction techniques are becoming mandatory. Of the many techniques available, feature selection is of growing interest for its ability to identify both relevant features and frequently repeated

Sampling Selection Strategy for Large Scale Deduplication in a Distributed System Using Apache Spark
free download

Abstract The generation of information from a wide range of sources has opened opportunities for the emergence of several new applications such as digital libraries, media streaming etc. that presuppose high quality data to provide reliable services. Data quality is

Data Analysis with Apache Spark and Zeppelin
free download

Abstract Over the last few years, Data Mining has become more and more important. In this paper we give an overview over Data Analysis with Apache Spark as proposed by Zaharia, et al.[1] and visualization of the results with Apache Zeppelin. We mainly present this

FREE IEEE PAPERS
IEEE PROJECTS
GLASS CLIMBING ROBOT
GPS TRACKING SYSTEM
ROBOTICS ARMY
CLOUD SECURITY
SOLAR ENERGY
SECURITY SYSTEM

BIG DATA
CLOUD COMPUTING
IOT-INTERNET OF THINGS
ROBOTICS
CONTACT US





NEW IEEE PROJECTS