On the performance analysis of map-reduce programming model on in-memory NoSQL storage platforms: a case study

S Yuzuk, MG Aktas, MS Aktas - 2018 International Congress on …, 2018 - ieeexplore.ieee.org
The financial data analysis, which is the road map of the future and at the same time the
mirror of today, is of vital importance for many institutions. Therefore, it is common to apply …

Performance analysis and challenges of the map reduce framework in big data analytics

C Varma - 2018 International Conference on Current Trends …, 2018 - ieeexplore.ieee.org
In this day and age, with increasing requirements to analyze enormous datasets and
execute the necessary processing on complex data structures, Big Data Analytics is the …

Empirical investigation of trends in nosql-based big-data solutions in the last decade

H Gujral, A Sharma, P Kaur - 2018 Eleventh International …, 2018 - ieeexplore.ieee.org
The usage and popularity of NoSQL databases have sharply risen over the past decade due
to their ability to handle a huge amount of data by employing scalable architecture, high …

A study of NoSQL Database for enterprises

JK Chen, WZ Lee - … on Computer, Consumer and Control (IS3C …, 2018 - ieeexplore.ieee.org
Popularization of big data makes the enterprise need to store more and more data. The
enterprise's database must access data as fast as possible, but RDB has the speed …

Performance testing of NoSQL and RDBMS for storing big data in e-applications

P Seda, J Hosek, P Masek… - 2018 3rd International …, 2018 - ieeexplore.ieee.org
The development of big data and the Internet of Things (IoT) is rapidly accelerating and
affecting all areas of communication technologies and businesses by increasing the benefits …

NoSQL overview and performance testing of HBase over multiple nodes with MYSQL

N Das, S Paul, BB Sarkar, S Chakrabarti - Emerging Technologies in Data …, 2019 - Springer
The escalating amount of web-based applications in the fields of social networks, media,
biology, physics, and the Internet of things are continuously generating large volume of data …

Runtime Metric Analysis in NoSQL Database Performance Benchmarking

CF Andor - 2021 International Conference on Software …, 2021 - ieeexplore.ieee.org
NoSQL database management systems are the best choice for managing big data. But with
so many NoSQL products available, it may not be obvious which product is the best fit for …

Comparison study of big data processing systems for IoT cloud environment

MJ Kaur, P Maheshwari - 2018 Fifth HCT Information …, 2018 - ieeexplore.ieee.org
There are a number of popular choices for using relational data processing systems and
there are many complex factors that decide what gets deployed for specific data processing …

Performance analysis of DML operations on NoSQL databases for streaming data

J Magdum, R Barhate - 2018 Fourth International Conference …, 2018 - ieeexplore.ieee.org
The processing of streaming data has led to major advancements in the fields of finance,
security analysis and social media analysis. For processing, organizations must first store …

A comparison of NoSQL and SQL databases over the hadoop and spark cloud platforms using machine learning algorithms

CH Lee, ZW Shih - … on Consumer Electronics-Taiwan (ICCE-TW …, 2018 - ieeexplore.ieee.org
Machine learning (ML) algorithms have been widely applied to data analytics and
prediction. This paper extends our previous work, which proposed how to automatically …