(often used instead of application or management) are a pool of services such as load balancing, application performance , application acceleration, autoscaling, micro‑segmentation, service proxy and service discovery needed to optimally deploy, run and improve applications. [Source: Avi]
Automated (AutoML) is the process of automating the process of applying to real-world problems. AutoML covers the complete pipeline from the raw dataset to the deployable model. AutoML was proposed as an artificial intelligence-based solution to the ever-growing challenge of applying . [Source: Wikipedia]
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 processing requires separate programs for input, process and output. [Source: Data Science Central]
A multi-cloud governance service that provides cost , accounting, optimization, and security 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 projects, predictive modeling and other advanced applications. [Source: TechTarget]. Big data is the often complex process of examining large and varied , 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]
Block is an approach to data in which each volume acts as an individual hard drive that is configured by the administrator. In the block model, data is saved to the 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]
Accessing Cloud resources, tools, and services from a command-line interface.
Accessing Cloud services from and console.
Specialized hardware for devices.
No charge for .
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
An entity (e.g., agency or university) that banks money at CloudBank for use on Public Clouds. A
tasks that are easily broken into parallel non-communicating jobs to be disseminated across multiple virtual machines.
Identity and Access Management (
Load balancing is defined as the methodical and efficient distribution of or application traffic across multiple servers in a server farm. Each sits between client devices and backend servers, receiving and then distributing incoming requests to any available server capable of fulfilling them. [Source: Citrix]
Services to help you manage your cloud resources.
A cloud provides customers with access to software applications and services that are built on, integrate with or complement the cloud provider's offerings. A typically provides customers with native cloud applications and approved apps created by third-party developers. [Source: TechTarget]
The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, , and much more. [Source: Jupyter]
Accessing Cloud resources, services, and tools from .
computing is a cloud computing execution model in which the cloud provider runs the server, and dynamically manages the allocation of machine resources. Pricing is based on the actual amount of resources consumed by an application, rather than on pre-purchased units of capacity. [Source: Wikipedia]
recognition is an interdisciplinary subfield of computational linguistics that develops methodologies and technologies that enables the recognition and of spoken language into text by computers. It is also known as automatic recognition (ASR), computer recognition or to text (STT). [Source: Wikipedia]