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Resilient distributed datasets: A fault-tolerant abstraction for in-memory cluster computing

by Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy Mccauley, Michael J. Franklin, Scott Shenker, Ion Stoica , 2011
"... We present Resilient Distributed Datasets (RDDs), a distributed memory abstraction that lets programmers perform in-memory computations on large clusters in a fault-tolerant manner. RDDs are motivated by two types of applications that current computing frameworks handle inefficiently: iterative algo ..."
Abstract - Cited by 239 (27 self) - Add to MetaCart
We present Resilient Distributed Datasets (RDDs), a distributed memory abstraction that lets programmers perform in-memory computations on large clusters in a fault-tolerant manner. RDDs are motivated by two types of applications that current computing frameworks handle inefficiently: iterative

Adaptive Distributed and Fault-Tolerant Systems

by Matti A. Hiltunen, Richard D. Schlichting - International Journal of Computer Systems Science and Engineering , 1995
"... An adaptive computing system is one that modifies its behavior based on changes in the environment. Since sites connected by a local-area network inherently have to deal with network congestion and the failure of other sites, distributed systems can be viewed as an important subclass of adaptive ..."
Abstract - Cited by 51 (6 self) - Add to MetaCart
systems. As such, use of adaptive methods in this context has the same potential advantages of improved efficiency and structural simplicity as for adaptive systems in general. This paper describes a model for adaptive systems that can be applied in many scenarios arising in distributed and fault-tolerant

Fault Injection and Dependability Evaluation of Fault-Tolerant Systems

by Jean Arlat, Alain Costes, Yves Crouzet, Jean-claude Laprie, David Powell - IEEE Trans. Computers , 1993
"... Abstract- This paper describes a dependability evaluation method based on fault injection that establishes the link between the experimental evaluation of the fault tolerance process and the fault occurrence process. The main characteristics of a fault injection test sequence aimed at evaluating the ..."
Abstract - Cited by 73 (13 self) - Add to MetaCart
is illustrated by an application to the dependability evaluation of the distributed fault-tolerant architecture of the ESPRIT Delta-4 Project. Index Terms- Coverage, dependability modeling and evalu-ation, experimental evaluation, fault injection, fault tolerance, Markov chains. I.

Fault-Tolerant Holonic Manufacturing Systems

by Martyn Fletcher, S. Misbah Deen - Concurrency and Computation Practice & Experience , 2001
"... This paper presents a model of fault-tolerant Holonic Manufacturing Systems (HMS), where each holon is a knowledge-based agent capable of solving distributed problems by applying production/assembly and information management services. Our multi-agent architecture provides robustness and distribu ..."
Abstract - Cited by 11 (3 self) - Add to MetaCart
This paper presents a model of fault-tolerant Holonic Manufacturing Systems (HMS), where each holon is a knowledge-based agent capable of solving distributed problems by applying production/assembly and information management services. Our multi-agent architecture provides robustness

A framework for reconfiguration-based fault-tolerance in distributed systems

by Stefano Porcarelli, Marco Castaldi, Felicita Di Giandomenico, Andrea Bondavalli, Paola Inverardi - IN DISTRIBUTED SYSTEMS,” ARCHITECTING DEPENDABLE SYSTEMS II , 2004
"... Nowadays, many critical services are provided by complex distributed systems which are the result of the reuse and integration of a large number of components. Given their multi-context nature, these components are, in general, not designed to achieve high dependability by themselves, thus their b ..."
Abstract - Cited by 5 (0 self) - Add to MetaCart
, we focus on fault handling strategies, particularly on system’s reconfiguration. The paper describes a framework which provides fault tolerance of components based applications by detecting failures through monitoring and by recovering through system reconfiguration. The framework is based on Lira

Testing of Fault-Tolerant and Real-Time Distributed Systems via Protocol Fault Injection

by Scott Dawson, Farnam Jahanian, Todd Mitton, Teck-lee Tung - In Proceedings of the 26th International Symposium on Fault-Tolerant Computing (FTCS-26 , 1996
"... As software for distributed systems becomes more complex, ensuring that a system meets its prescribed specification is a growing challenge that confronts software developers. This is particularly important for distributed applications with strict dependability and timeliness constraints. This paper ..."
Abstract - Cited by 50 (7 self) - Add to MetaCart
reports on ORCHESTRA, a portable fault injection environment for testing implementations of distributed protocols. This tool is based on a simple yet powerful framework, called script-driven probing and fault injection, for the evaluation and validation of the fault-tolerance and timing characteristics

A FAULT-TOLERANCE LINGUISTIC STRUCTURE FOR DISTRIBUTED APPLICATIONS

by Vincenzo De Florio - UNIVERSITY OF LEUVEN, BELGIUM , 2000
"... The structures for the expression of fault-tolerance provisions into the application software are the central topic of this dissertation. Structuring techniques provide means to control complexity, the latter being a relevant factor for the introduction of design faults. This fact and the ever incr ..."
Abstract - Cited by 12 (9 self) - Add to MetaCart
increasing complexity of today's distributed software justify the need for simple, coherent, and effective structures for the expression of fault-tolerance in the application software. A first contribution of this dissertation is the definition of a base of structural attributes with which application

Security and Fault-Tolerance in Distributed Systems: An Actor-Based Approach

by Gul A. Agha, Reza Ziaei - IN PROCEEDINGS OF COMPUTER SECURITY, DEPENDABILITY AND ASSURANCE: FROM NEEDS TO SOLUTIONS , 1998
"... The inherent complexity of real-world distributed applications makes developing and maintaining software for these systems difficult and error-prone. We describe an actor-based meta-level model to address the complexity of distributed applications. Specifically, metalevel framework allow code implem ..."
Abstract - Cited by 3 (0 self) - Add to MetaCart
The inherent complexity of real-world distributed applications makes developing and maintaining software for these systems difficult and error-prone. We describe an actor-based meta-level model to address the complexity of distributed applications. Specifically, metalevel framework allow code

Simultaneous Modeling Of Spectrum, Pitch And Duration In HMM-Based Speech Synthesis

by Takayoshi Yoshimura , Keiichi Tokuda , Takao Kobayashi , Takashi Masuko , Tadashi Kitamura , 1999
"... In this paper, we describe an HMM-based speech synthesis system in which spectrum, pitch and state duration are modeled simultaneously in a unified framework of HMM. In the system, pitch and state duration are modeled by multi-space probability distribution HMMs and multi -dimensional Gaussian distr ..."
Abstract - Cited by 172 (37 self) - Add to MetaCart
In this paper, we describe an HMM-based speech synthesis system in which spectrum, pitch and state duration are modeled simultaneously in a unified framework of HMM. In the system, pitch and state duration are modeled by multi-space probability distribution HMMs and multi -dimensional Gaussian

Role-Based Symmetry Reduction of Fault-tolerant Distributed Protocols with Language Support ⋆

by Péter Bokor, Marco Serafini, Neeraj Suri, Helmut Veith, Technische Universität Darmstadt
"... Abstract. Fault-tolerant (FT) distributed protocols (such as group membership, consensus, etc.) represent fundamental building blocks for many practical systems, e.g., the Google File System. Not only does one desire rigor in the protocol design but especially in its verification given the complexit ..."
Abstract - Cited by 2 (2 self) - Add to MetaCart
Abstract. Fault-tolerant (FT) distributed protocols (such as group membership, consensus, etc.) represent fundamental building blocks for many practical systems, e.g., the Google File System. Not only does one desire rigor in the protocol design but especially in its verification given
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