A survey on indexing techniques for big data: taxonomy and performance evaluation

A Gani, A Siddiqa, S Shamshirband… - Knowledge and information …, 2016 - Springer
The explosive growth in volume, velocity, and diversity of data produced by mobile devices
and cloud applications has contributed to the abundance of data or 'big data.'Available …

Distributed data management using MapReduce

F Li, BC Ooi, MT Özsu, S Wu - ACM Computing Surveys (CSUR), 2014 - dl.acm.org
MapReduce is a framework for processing and managing large-scale datasets in a
distributed cluster, which has been used for applications such as generating search indexes …

Comparative Study on Query Processing and Indexing Techniques in Big Data

PK Sadineni - 2020 3rd International Conference on Intelligent …, 2020 - ieeexplore.ieee.org
Data world is ruling us since last decade. The rapidity at which heterogeneous data is being
generated from various bases such as social networks and media, mobile devices, e …

Efficient parallel kNN joins for large data in MapReduce

C Zhang, F Li, J Jestes - … of the 15th international conference on …, 2012 - dl.acm.org
In data mining applications and spatial and multimedia databases, a useful tool is the k NN
join, which is to produce the k nearest neighbors (NN), from a dataset S, of every point in a …

[PDF][PDF] 大数据管理: 概念, 技术与挑战

孟小峰, 慈祥 - 2013 - idke.ruc.edu.cn
大数据管理:概念,技术与挑战 Page 1 大数据管理:概念,技术与挑战 孟小峰慈祥 (**人民大学信息
学院北京100872) Big Data Management: Concepts, Techniques and Challenges Meng …

MD-HBase: A scalable multi-dimensional data infrastructure for location aware services

S Nishimura, S Das, D Agrawal… - 2011 IEEE 12th …, 2011 - ieeexplore.ieee.org
The ubiquity of location enabled devices has resulted in a wide proliferation of location
based applications and services. To handle the growing scale, database management …

A graph-matching kernel for object categorization

O Duchenne, A Joulin, J Ponce - 2011 International conference …, 2011 - ieeexplore.ieee.org
This paper addresses the problem of category-level image classification. The underlying
image model is a graph whose nodes correspond to a dense set of regions, and edges …

Heuristics-based query processing for large RDF graphs using cloud computing

M Husain, J McGlothlin, MM Masud… - … on Knowledge and …, 2011 - ieeexplore.ieee.org
Semantic web is an emerging area to augment human reasoning. Various technologies are
being developed in this arena which have been standardized by the World Wide Web …

Enhanced n-wheeler post accidental rescue system connecting to the correct person at the correct time

A Parashar, V Maheshwari… - 2016 IEEE Region 10 …, 2016 - ieeexplore.ieee.org
Automobile Technology now-a-days is growing very quickly, and this incredible growth has
definitely made our lives better than before. This growth in technology has also increased …

Efficient B-tree based indexing for cloud data processing

S Wu, D Jiang, BC Ooi, KL Wu - Proceedings of the VLDB Endowment, 2010 - dl.acm.org
A Cloud may be seen as a type of flexible computing infrastructure consisting of many
compute nodes, where resizable computing capacities can be provided to different …