What is the difference between scalability and elasticity?

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春和景丽
春和景丽 2021-01-29 21:14

I\'ve heard many people using both terms interchangeably. However, in my opinion there is difference between them:

SCALABILITY - ability of a softwa

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  •  醉梦人生
    2021-01-29 21:58

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    Scalability: "Increasing" the capacity to meet the "increasing" workload.

    Elasticity: "Increasing or reducing" the capacity to meet the "increasing or reducing" workload.


    Scalability: In a scaling environment, the available resources may exceed to meet the "future demands".

    Elasticity: In the elastic environment, the available resources match the "current demands" as closely as possible.


    Scalability: Scalability adapts only to the "workload increase" by "provisioning" the resources in an "incremental" manner.

    Elasticity: Elasticity adapts to both the "workload increase" as well as "workload decrease" by "provisioning and deprovisioning" resources in an "autonomic" manner.


    Scalability: Increasing workload is served with increasing the power of a single computer resource or with increasing the power by a group of computer resources.

    Elasticity: Varying workload is served with dynamic variations in the use of computer resources.


    Scalability: Scalability enables a corporate to meet expected demands for services with "long-term, strategic needs".

    Elasticity: Elasticity enables a corporate to meet unexpected changes in the demand for services with "short-term, tactical needs".


    Scalability: It is "increasing" the capacity to serve an environment where workload is increasing.

    This scalability could be "Scaling Up" or "Scaling Out".

    (Example:

    Scaling Up - increasing the ability of an individual server

    Scaling out - increasing the ability by adding multiple servers to the individual server.)

    Elasticity: It is the ability to "scale up or scale down" the capacity to serve at will.


    Scalability: To use a simile, "scaling up" is an individual increasing her power to meet the increasing demands, and "scaling out" is building a team to meet the increasing demands.

    Elasticity: To use a simile, a film actor increasing or reducing her body weight to meet differing needs of the film industry.

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