Eventual fault recovery strategies for Byzantine failures

Zahdeh, Alexander A

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https://hdl.handle.net/2142/89065 Copy

Description

Title

Eventual fault recovery strategies for Byzantine failures

Author(s)

Zahdeh, Alexander A

Issue Date

2015-12-08

Director of Research (if dissertation) or Advisor (if thesis)

Vaidya, Nitin H.

Department of Study

Computer Science

Discipline

Computer Science

Degree Granting Institution

University of Illinois at Urbana-Champaign

Degree Name

M.S.

Degree Level

Thesis

Date of Ingest

2016-03-02T19:34:31Z

Keyword(s)

• fault tolerance
• Byzantine
• eventual
• consistency
• distributed systems
• dependable systems
• fault detection
• scalability
• cloud computing
• Vaidya, Nitin H.

Abstract

Byzantine faults in distributed systems can have very destructive consequences for services built on top of these systems but are not commonly tolerated in production systems due to the overhead and scalability limitations with existing approaches such as Byzantine fault tolerance. This work describes a reactive protocol for recovering from Byzantine failures in replicated state machines. In contrast to traditional Byzantine fault tolerance (BFT), which attempts to mask faults, this protocol is designed to allow faults to be exposed to clients but ensures that no client can fork the state of the system by rolling back faulty updates once they are detected. This ensures that, in spite of Byzantine failures, the system will always converge to a consistent state. The system provides a contract to the client called lapse consistency that bounds the number of inconsistent reads that can be experienced as a result of the rollbacks that it performs. This system extends prior work on Byzantine detection to provide an integrated system that can not only eventually detect, but also respond to Byzantine faults with provable consistency semantics while preserving many of the important properties of Byzantine detection such as scalability, and responsiveness. We evaluate the overhead of a proof of concept implementation of the system.

Graduation Semester

2015-12

Type of Resource

text

Permalink

http://hdl.handle.net/2142/89065

Copyright and License Information

Copyright 2015 Alexander Zahdeh

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