Batch data processing is an efficient way of processing high volumes of data is where a group of transactions is collected over a period of time. Data is collected, entered, processed and then the batch results are produced (Hadoop is focused on batch data processing). Batch processing requires separate programs for input, process and output. [Source: Data Science Central]

is an efficient way of processing high volumes of data is where a group of transactions is collected over a period of time. Data is collected, entered, processed and then the batch results are produced (Hadoop is focused on batch data processing). Batch processing requires separate programs for input, process and output. [Source: Data Science Central]

A multi-cloud governance service that provides cost

Cloud monitoring is the process of evaluating, monitoring, and managing cloud-based services, applications, and infrastructure. [Source: Stackify]

, accounting, optimization, and security

Cloud monitoring is the process of evaluating, monitoring, and managing cloud-based services, applications, and infrastructure. [Source: Stackify]

capabilities for CloudBank.

Big data is a combination of structured, semistructured and unstructured data collected by organizations that can be mined for information and used in

Machine learning (ML) is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence. [Source: Wikipedia]

projects, predictive modeling and other advanced

Big data analytics is the often complex process of examining large and varied data sets, or big data, to uncover information -- such as hidden patterns, unknown correlations, market trends and customer preferences -- that can help organizations make informed business decisions. [Source: TechTarget]

applications. [Source: TechTarget]. Big data

Big data analytics is the often complex process of examining large and varied data sets, or big data, to uncover information -- such as hidden patterns, unknown correlations, market trends and customer preferences -- that can help organizations make informed business decisions. [Source: TechTarget]

is the often complex process of examining large and varied

A data set is a collection of related, discrete items of related data that may be accessed individually or in combination or managed as a whole entity. [Source: TechTarget]

, or big data, to uncover information -- such as hidden patterns, unknown correlations, market trends and customer preferences -- that can help organizations make informed business decisions.[Source: TechTarget]

A Billing Account is a method of tracking spend within a specific public cloud. It is linked to a single

An allocation of dollars to a PI and one or more Co-PIs for a specific project or award to be spent on one or more Public Clouds. For NSF awardees, a CloudBank fund is created for each of your NSF awards that have a CloudBank budget. NSF will have a fixed budget for the lifetime of the award.

with one or more users. Use more than one Billing Account per cloud only when you need to track spend separately.  You may create a new Billing Account on a different public cloud at anytime. Note that users cannot see/manage services between different Billing Accounts without special roles being added so only create Billing Accounts when no sharing is needed or if you are an advanced user.  

Block

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

is an approach to data

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

in which each

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

volume acts as an individual hard drive that is configured by the

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

administrator. In the block

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

model, data is saved to the

Cloud storage is a service model in which data is transmitted and stored on remote storage systems, where it is maintained, managed, backed up and made available to users over a network (typically the internet). [Source: TechTarget]

media in fixed-sized chunks called blocks. Each block is associated with a unique address, and the address is the only metadata assigned to each block. [Source: TechTarget]