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  2. Scalability - Wikipedia

    en.wikipedia.org/wiki/Scalability

    Scalability is the property of a system to handle a growing amount of work. One definition for software systems specifies that this may be done by adding resources to the system. [ 1 ] In an economic context, a scalable business model implies that a company can increase sales given increased resources. For example, a package delivery system is ...

  3. Shard (database architecture) - Wikipedia

    en.wikipedia.org/wiki/Shard_(database_architecture)

    A database shard, or simply a shard, is a horizontal partition of data in a database or search engine. Each shard is held on a separate database server instance, to spread load. Some data within a database remains present in all shards, [a] but some appear only in a single shard. Each shard (or server) acts as the single source for this subset ...

  4. Scalability testing - Wikipedia

    en.wikipedia.org/wiki/Scalability_testing

    Scalability testing is the testing of a software application to measure its capability to scale up or scale out in terms of any of its non-functional capability. Performance, scalability and reliability testing are usually grouped together by software quality analysts. The main goals of scalability testing are to determine the user limit for ...

  5. Database scalability - Wikipedia

    en.wikipedia.org/wiki/Database_scalability

    Database scalability has three basic dimensions: amount of data, volume of requests and size of requests. Requests come in many sizes: transactions generally affect small amounts of data, but may approach thousands per second; analytic queries are generally fewer, but may access more data. A related concept is elasticity, the ability of a ...

  6. Autoscaling - Wikipedia

    en.wikipedia.org/wiki/Autoscaling

    Autoscaling. Autoscaling, also spelled auto scaling or auto-scaling, and sometimes also called automatic scaling, is a method used in cloud computing that dynamically adjusts the amount of computational resources in a server farm - typically measured by the number of active servers - automatically based on the load on the farm.

  7. Bubble chart - Wikipedia

    en.wikipedia.org/wiki/Bubble_chart

    This is why most charting software requests the radius or diameter of the bubble as the third data value (after horizontal and vertical axis data). Scaling the size of bubbles based on area can be misleading [ibid]. This scaling issue can lead to extreme misinterpretations, especially where the range of the data has a large spread.

  8. Data and information visualization - Wikipedia

    en.wikipedia.org/wiki/Data_and_information...

    Data visualization refers to the techniques used to communicate data or information by encoding it as visual objects (e.g., points, lines, or bars) contained in graphics. The goal is to communicate information clearly and efficiently to users. It is one of the steps in data analysis or data science. According to Vitaly Friedman (2008) the "main ...

  9. Hyperscale computing - Wikipedia

    en.wikipedia.org/wiki/Hyperscale_computing

    Hyperscale computing. In computing, hyperscale is the ability of an architecture to scale appropriately as increased demand is added to the system. This typically involves the ability to seamlessly provide and add compute, memory, networking, and storage resources to a given node or set of nodes that make up a larger computing, distributed ...