Deterministic Regenerating Codes for Distributed Storage

نویسندگان

  • Yunnan Wu
  • Alexandros Dimakis
  • Kannan Ramchandran
چکیده

It is well known that erasure coding can be used in storage systems to efficiently store data while protecting against failures. Conventionally, the design of erasure codes has focused on the tradeoff between redundancy and reliability; under this criterion, an Maximum Distance Separable (MDS) code is optimal. However, practical storage systems call for additional considerations. In particular, the codes must be properly maintained to recover from node failures. Previous work by Dimakis et al. studied the problem of properly maintaining erasure codes to reduce the incurred network bandwidth, established fundamental bounds on the minimum repair bandwidth for maintaining MDS codes, and showed that the repair bandwidth can be reduced further at the cost of higher storage. In this paper we present techniques for constructing codes that achieve the optimal tradeoffs between storage efficiency and repair bandwidth.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Hybrid 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 کامل

Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment

The high repair cost of (n, k) Maximum Distance Separable (MDS) erasure codes has recently motivated a new class of codes, called Regenerating Codes, that optimally trade off storage cost for repair bandwidth. On one end of this spectrum of Regenerating Codes are Minimum Storage Regenerating (MSR) codes that can match the minimum storage cost of MDS codes while also significantly reducing repai...

متن کامل

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 کامل

A Practical Study of Exact - BASIC Codes at the MSR Point in Distributed Storage Systems

Regenerating codes have been proven a class of optimal distributed storage codes in the tradeoff between storage capacity and repair bandwidth. However, existing regenerating codes rely on expensive computations such as finite field multiplication. The high coding complexity makes regenerating codes unsuitable for practical distributed storage systems. BASIC codes, standing for Binary Addition ...

متن کامل

Searching for Minimum Storage Regenerating Codes

Regenerating codes allow distributed storage systems to recover from the loss of a storage node while transmitting the minimum possible amount of data across the network. We present a systematic computer search for optimal systematic regenerating codes. To search the space of potential codes, we reduce the potential search space in several ways. We impose an additional symmetry condition on cod...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2007