Câu hỏi phỏng vấn Availability & Reliability
Câu hỏi

Explain how to calculate Availabi...

Câu trả lời

To calculate the availability of multiple system components, you need to understand the availability of each individual component and how they interact within the system. Here’s a step-by-step explanation:

1. Define Availability

Availability is a measure of the proportion of time a system is operational and accessible when required for use. It is typically expressed as a percentage and can be calculated using the formula:

\text{Availability} = \frac{\text{Uptime}}{\text{Uptime} + \text{Downtime}} \times 100

2. Identify Individual Component Availabilities

Each component in the system will have its own availability percentage. For example, if you have a load balancer with 99.99% availability and a web server with 99.95% availability, these are the individual availabilities you will use in your calculations.

3. System Configuration: Series vs. Parallel

The overall system availability depends on how the components are configured:

  • Series Configuration: All components must be operational for the system to be available. The total availability is the product of the individual availabilities.

    For example, if you have two components in series:

    \text{Total Availability} = A_1 \times A_2

    Where $$ A_1 $$ and $$ A_2 $$ are the availabilities of the two components.

  • Parallel Configuration: The system is available if at least one component is operational. This configuration increases overall availability.

4. Calculating Availability for Series Configuration

For a series configuration, multiply the availability of each component. For instance, if you have a load balancer (99.99%) and a web server (99.95%) in series:

\text{Total Availability} = 0.9999 \times 0.9995 = 0.9994 \text{ or } 99.94\%

5. Calculating Availability for Parallel Configuration

For a parallel configuration, the formula is:

\text{Total Availability} = 1 - \prod_{i=1}^{n} (1 - A_i)

Where $$ A_i $$ is the availability of each component.

For example, if you have two VMs each with 99.9% availability in parallel:

\text{Total Availability} = 1 - (1 - 0.999) \times (1 - 0.999) = 1 - 0.0001 \times 0.0001 = 1 - 0.00000001 = 0.99999999 \text{ or } 99.999999\%

6. Hybrid Systems

Many systems are neither purely series nor purely parallel but a combination of both. For these systems, you need to apply the series and parallel formulas to each subsystem and then combine the results.

7. Example Calculation

Consider a system with...

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