Similarly, an undergraduate or newcomer to the field must initially familiarise themselves with established principles before facing the daunting task of processing the vast amount of specialised knowledge available.
It also produces a vast amount of data necessitating extensive bioinformatics processing.
The popularity of NoSQL databases has increased due to the need of (1) processing vast amount of data faster than the relational database management systems by taking the advantage of highly scalable architecture, (2) flexible (schema-free) data structure, and, (3) low latency and high performance.
To facilitate processing of the vast amount of data produced during next generation microRNA sequencing we designed an easy to use perl analysis pipeline called E-miR.
From the 1990s, the utilization of processing trade and special economic zones attracted a vast amount of foreign direct investment (FDI) and reformed export structures.
Data warehouses are closely tied to online analytical processing (OLAP) of the vast amount of data of an organization.
During early stages of product development process, a vast amount of knowledge and information is generated.
Engineers will build digital processing equipment to handle the vast amount of data the telescopes will collect, allowing them to search through billions of cosmic radio channels simultaneously.
There is a clearly identifiable need for effective, scalable and reproducible computational tools allowing for fast and cost effective processing and analysis of this vast amount of raw sequencing data.
However, modern computer-based image-processing tools can aid the quantification process by reducing the vast amount of information contained in visual images to a limited amount of quantitative data relevant for a particular diagnosis.
