Flexible Coding for Distributed Systems

IEEE Orange County Communications and Signal Processing Chapter

IEEE OC ComSig

On the construction of  flexible coding for distributed storage systems

The Doubletree Club Orange County Airport

<p>In this talk, flexible coding is presented for the ubiquitous distributed systems. Facing the fact that the failures are unpredictable in distributed storage, a framework for flexible codes to achieve the optimal latency of accessing information is proposed. Instead of accessing a fixed number of nodes as in a conventional code, a flexible code allows one to recover the entire information from a flexible number of storage nodes, and use all the available nodes efficiently. Moreover, flexible coding in distributed matrix multiplication for data analytics is presented. The proposed constructions allow a master node to efficiently obtain the computation results from a flexible number of available servers in the presence of unknown failures. Given the storage capacity of the servers, the computation load is optimized, leading to the reduction of the computing latency.</p>

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Flexible Coding for Distributed Systems

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Flexible Coding for Distributed Systems

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