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## HA - Availability - Common “Nines”
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# HA - Availability - Common “Nines”
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Availability is generally expressed as “Nines”, common ‘Nines’ are listed below.
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| Availability % | Downtime per year | Downtime per month | Downtime per week | Downtime per day |
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## Conclusion
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# Conclusion
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Armed with these principles, we hope the course will give a fresh perspective to design software systems. It might be over engineering to get all this on day zero. But some are really important from day 0 like eliminating single points of failure, making scalable services by just increasing replicas. As a bottleneck is reached, we can split code by services, shard data to scale. As the organisation matures, bringing in [chaos engineering](https://en.wikipedia.org/wiki/Chaos_engineering) to measure how systems react to failure will help in designing robust software systems.
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## Fault Tolerance
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# Fault Tolerance
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Failures are not avoidable in any system and will happen all the time, hence we need to build systems that can tolerate failures or recover from them.
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