Explicit Code Constructions for Distributed Storage Minimizing Repair Bandwidth
نویسنده
چکیده
Regenerating codes are a class of recently developed codes for distributed storage, that permit data recovery from any k of n nodes, and also have the capability of repairing a failed node by connecting to any d nodes and downloading an amount of data, termed the repair bandwidth, that is on average, significantly less than the size of the data file. These codes optimally trade the storage space with the repair bandwidth, and the resulting tradeoff is termed ‘storage-repair bandwidth tradeoff’. While the existence of regenerating codes has been proven, no general explicit constructions were available prior to this work. The main focus of our work is on obtaining explicit constructions for regenerating codes. The second part of our work answers an open problem in the area of regenerating codes related to the achievability of the tradeoff under the additional constraint of replacing a failed node by its exact replica. A new framework for regenerating codes is introduced which provides a great deal of flexibility compared to the original setup, and can potentially decrease the data recovery time by a considerable amount.
منابع مشابه
Exact Regenerating Codes for Distributed Storage
Erasure coding techniques are used to increase the reliability of distributed storage systems while minimizing storage overhead. The bandwidth required to repair the system after a node failure also plays a crucial role in the system performance. In [1] authors have shown that a tradeoff exists between storage and repair bandwidth. They also have introduced the scheme of regenerating codes whic...
متن کاملHybrid Regenerating Codes for Distributed Storage Systems
Distributed storage systems are mainly justified due to their ability to store data reliably over some unreliable nodes such that the system can have long term durability. Recently, regenerating codes are proposed to make a balance between the repair bandwidth and the storage capacity per node. This is achieved through using the notion of network coding approach. In this paper, a new variation ...
متن کاملA Non-MDS Erasure Code Scheme for Storage Applications
This paper investigates the use of redundancy and self repairing against node failures indistributed storage systems using a novel non-MDS erasure code. In replication method, accessto one replication node is adequate to reconstruct a lost node, while in MDS erasure codedsystems which are optimal in terms of redundancy-reliability tradeoff, a single node failure isrepaired after recovering the ...
متن کاملArchitecture-aware Coding for Distributed Storage: Repairable Block Failure Resilient Codes
In large scale distributed storage systems (DSS) deployed in cloud computing, correlated failures resulting in simultaneous failure (or, unavailability) of blocks of nodes are common. In such scenarios, the stored data or a content of a failed node can only be reconstructed from the available live nodes belonging to the available blocks. To analyze the resilience of the system against such bloc...
متن کاملCooperative repair of multiple node failures in distributed storage systems
Cooperative regenerating codes are designed for repairing multiple node failures in distributed storage systems. In contrast to the original repair model of regenerating codes, which are for the repair of single node failure, data exchange among the new nodes is enabled. It is known that further reduction in repair bandwidth is possible with cooperative repair. Currently in the literature, we h...
متن کامل