Codes for Distributed Storage Ramkumar Vinayak
Codes for Distributed Storage Ramkumar Vinayak Data storage has grown such that distributed storage over a number of systems is now commonplace. Redundancy was the main tool to combat this, but with…
Specifikacia Codes for Distributed Storage Ramkumar Vinayak
Codes for Distributed Storage Ramkumar Vinayak
Data storage has grown such that distributed storage over a number of systems is now commonplace. Redundancy was the main tool to combat this, but with huge increases in data, minimization of the overhead associated with this technique caused major concern. This has given rise to an increase in the complexity of ensuring data loss does not occur, particularly where failure is due to the failure of individual nodes within the storage system.
In this monograph, the authors give a comprehensive overview of the role of differing types of codes in addressing the issues in large distributed storage systems. In a large data center, a third concern arose, namely the need for efficient recovery from the failure of a single storage unit. They introduce the reader to regenerative codes, locally recoverable codes and locally regenerative codes; the three main classes of codes used in such systems.
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