Scaling Out to Keep Data Out of the Lost and Found

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asimd23
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Joined: Mon Dec 23, 2024 3:25 am

Scaling Out to Keep Data Out of the Lost and Found

Post by asimd23 »

How much data would you be comfortable with losing? In the world of high-performance computing (HPC), the simple answer should be none. Given that HPC systems involve massive amounts of data, any loss – whether big or small – can have a catastrophic impact on customer and shareholder relationships, finances, complex simulations, and netherlands whatsapp number data organizational reputation. Any system lacking in durability is at a heightened risk for data loss.

While data loss was more acceptable in the early days of HPC, today there is a zero-tolerance policy with customers expecting uncompromising service level agreements (SLAs) reflecting those provided by hosting providers. Going forward, companies need to place as much urgency on data durability as they place on any other aspect of data services, like availability.


Data loss is the unintentional or malicious alteration, deletion, or unavailability of data that is essential for computational operations. It can result from cyberattacks, human errors, software defects, or hardware failures. A Verizon report estimates that large-scale data loss (100 million-plus records) can cost an organization anything between $5 million and $15.6 million, highlighting data protection is key.
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