Erasure Encoding

November 21, 2023 - Around 2 mins mins to read

What Is Erasure Encoding?

Erasure encoding is a technique for encoding data in a lossless format that is both simple and fast.

Erasure coding is an algorithm for dispersing information that allows data to be distributed across multiple storage devices, creating a storage environment that is resistant to failures. Instead of storing data in its entirety, erasure coding breaks the data into smaller chunks. These chunks can then be used to reconstruct the original data if needed.

Erasure codes can operate at different levels of granularity. For example, an entire file can be encoded as K chunks, or a file system block can be encoded as K independent blocks.

The main advantage of erasure encoding is its ability to be decoded even if some blocks are missing or not received at all. This makes it a valuable tool in communication systems for improving resilience against transmission errors.

What Is the Difference Between RAID and Erasure Encoding?

RAID and erasure encoding are often confused as being the same thing, but they are actually quite different.

RAID is primarily used for servers and other large storage devices. It duplicates data across multiple hard drives, providing a backup in case one drive fails. However, RAID is more expensive than erasure encoding and requires more space on each drive.

Unlike RAID, erasure encoding scrambles data to prevent unauthorized access. It breaks data into segments, expands and encodes it with redundant information, making it unreadable without the correct key.

Another difference is that RAID does not break apart data, while erasure encoding does.

Benefits of Erasure Encoding

Erasure coding is a reliable method of storing data that allows for the recovery of the original data in the event of damage to the storage medium.

There are several advantages of erasure encoding that make it an appealing alternative to other data storage methods:

Scalability – Erasure coding can be applied to both small and large amounts of data.

Reliability – Since erasure coding keeps only fragments of data, the original data can be recovered even if some of the storage media has failed.

Cost-effectiveness – Erasure coding is a cost-effective solution as it eliminates the need to purchase additional backup and recovery software.

Speed – The time required to recover from a single failure is significantly shorter when erasure encoding is used compared to other methods.

Glossary

Erasure Encoding

What Is Erasure Encoding?

Erasure encoding is a technique for encoding data in a lossless format that is both simple and fast.

Erasure codes can operate at different levels of granularity. For example, an entire file can be encoded as K chunks, or a file system block can be encoded as K independent blocks.