Consistent Distributed Storage


Consistent Distributed Storage
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Consistent Distributed Storage


Consistent Distributed Storage
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Author : Vincent Gramoli
language : en
Publisher: Springer Nature
Release Date : 2022-05-31

Consistent Distributed Storage written by Vincent Gramoli and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.


Providing a shared memory abstraction in distributed systems is a powerful tool that can simplify the design and implementation of software systems for networked platforms. This enables the system designers to work with abstract readable and writable objects without the need to deal with the complexity and dynamism of the underlying platform. The key property of shared memory implementations is the consistency guarantee that it provides under concurrent access to the shared objects. The most intuitive memory consistency model is atomicity because of its equivalence with a memory system where accesses occur serially, one at a time. Emulations of shared atomic memory in distributed systems is an active area of research and development. The problem proves to be challenging, and especially so in distributed message passing settings with unreliable components, as is often the case in networked systems. We present several approaches to implementing shared memory services with the help of replication on top of message-passing distributed platforms subject to a variety of perturbations in the computing medium.



Benchmarking Consistency Distributed Database Management Systems Distributed Systems Eventual Consistency


Benchmarking Consistency Distributed Database Management Systems Distributed Systems Eventual Consistency
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Author : Bermbach, David
language : en
Publisher: KIT Scientific Publishing
Release Date : 2014-07-22

Benchmarking Consistency Distributed Database Management Systems Distributed Systems Eventual Consistency written by Bermbach, David and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-22 with categories.




Benchmarking Eventually Consistent Distributed Storage Systems


Benchmarking Eventually Consistent Distributed Storage Systems
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Author : David Bermbach
language : en
Publisher:
Release Date : 2020-10-09

Benchmarking Eventually Consistent Distributed Storage Systems written by David Bermbach and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-09 with Computers categories.


Cloud storage services and NoSQL systems typically offer only ""Eventual Consistency"", a rather weak guarantee covering a broad range of potential data consistency behavior. The degree of actual (in-)consistency, however, is unknown. This work presents novel solutions for determining the degree of (in-)consistency via simulation and benchmarking, as well as the necessary means to resolve inconsistencies leveraging this information. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted by the work's license are retained by the author or authors.



Trade Offs In Implementing Consistent Distributed Storage


Trade Offs In Implementing Consistent Distributed Storage
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Author : Nicholas C. Nicolaou
language : en
Publisher:
Release Date : 2011

Trade Offs In Implementing Consistent Distributed Storage written by Nicholas C. Nicolaou and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with categories.




Consistency And Fault Tolerance Of Distributed Storage Systems


Consistency And Fault Tolerance Of Distributed Storage Systems
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Author : Kathrin Sobe
language : en
Publisher:
Release Date : 2013

Consistency And Fault Tolerance Of Distributed Storage Systems written by Kathrin Sobe and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013 with categories.




Consistency Aware Durability


Consistency Aware Durability
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Author : Aishwarya Ganesan
language : en
Publisher:
Release Date : 2020

Consistency Aware Durability written by Aishwarya Ganesan and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020 with categories.


Modern distributed storage systems are emerging as the primary choice for storing massive amounts of critical data that we generate today. A central goal of these systems is to ensure data durability, i.e., these systems must keep user data safe under all scenarios. To achieve high levels of durability, most modern systems store redundant copies of data on many machines. When a client wishes to update the data, the distributed system takes a set of actions to update these redundant copies, which we refer to as the system's durability model. At one end of the durability model spectrum, data is immediately replicated and persisted on many or all servers. While this immediate durability model offers strong guarantees, it suffers from poor performance. At the other end, data is only lazily replicated and persisted, eventually making it durable; this approach provides excellent performance but poor durability guarantees. The choice of durability model also influences what consistency models can be realized by the system. While immediate durability enables strong consistency, only weaker models can be realized upon eventual durability. Thus, in this dissertation, we seek to answer the following question: is it possible for a durability model to enable strong consistency guarantees, yet also deliver high performance? In the first part of this dissertation, we study the behavior of eight popular modern distributed systems and analyze whether they ensure data durability when the storage devices on the replicas fail partially, i.e., sometimes return corrupted data or errors. Our study reveals that redundancy does not provide fault tolerance; a single storage fault can result in catastrophic outcomes such as user-visible data loss, unavailability, and spread of corruption. In the second part, to address the fundamental tradeoff between consistency and performance, we propose consistency-aware durability or CAD, a new way to achieving durability in distributed systems. The key idea behind CAD is to shift the point of durability from writes to reads. By delaying durability upon writes, CAD provides high performance; however, by ensuring the durability of data before serving reads, CAD enables the construction of strong consistency models. Finally, we introduce cross-client monotonic reads, a novel and strong consistency property that provides monotonic reads across failures and sessions. We show that this property can be efficiently realized upon CAD, while other durability models cannot enable this property with high performance. We also demonstrate the benefits of this new consistency model.



Database Internals


Database Internals
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Author : Alex Petrov
language : en
Publisher: O'Reilly Media
Release Date : 2019-09-13

Database Internals written by Alex Petrov and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-13 with Computers categories.


When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it’s often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals. Throughout the book, you’ll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases. These resources are listed at the end of parts one and two. You’ll discover that the most significant distinctions among many modern databases reside in subsystems that determine how storage is organized and how data is distributed. This book examines: Storage engines: Explore storage classification and taxonomy, and dive into B-Tree-based and immutable Log Structured storage engines, with differences and use-cases for each Storage building blocks: Learn how database files are organized to build efficient storage, using auxiliary data structures such as Page Cache, Buffer Pool and Write-Ahead Log Distributed systems: Learn step-by-step how nodes and processes connect and build complex communication patterns Database clusters: Which consistency models are commonly used by modern databases and how distributed storage systems achieve consistency



Stabilization Safety And Security Of Distributed Systems


Stabilization Safety And Security Of Distributed Systems
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Author : Paul Spirakis
language : en
Publisher: Springer
Release Date : 2017-10-20

Stabilization Safety And Security Of Distributed Systems written by Paul Spirakis and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-20 with Computers categories.


This book constitutes the refereed proceedings of the 19th International Symposium on Stabilization, Safety, and Security of Distributed Systems, SSS 2017, held in Boston, MA, USA, in November 2017. The 29 revised full papers presented together with 8 revised short papers were carefully reviewed and selected from 68 initial submissions. This year the Symposium was organized into three tracks reflecting major trends related to self-* systems: Stabilizing Systems: Theory and Practice: Distributed Computing and Communication Networks; and Computer Security and Information Privacy.



Networked Systems


Networked Systems
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Author : Vincent Gramoli
language : en
Publisher: Springer
Release Date : 2013-08-02

Networked Systems written by Vincent Gramoli and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-08-02 with Computers categories.


This book constitutes the revised selected papers of the First International Conference on Networked Systems, NETYS 2013, held in Marrakech, Morocco, in May 2013. The 33 papers (17 regular and 16 short papers) presented were carefully reviewed and selected from 74 submissions. They address major topics from theory and practice of networked systems: multi-core architectures, middleware, environments, storage clusters, as well as peer-to-peer, sensor, wireless, and mobile networks.



Database Internals


Database Internals
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Author : Alex Petrov
language : en
Publisher:
Release Date : 2019

Database Internals written by Alex Petrov and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.


When it comes to choosing, using, and maintaining a database, understanding its internals is essential. But with so many distributed databases and tools available today, it's often difficult to understand what each one offers and how they differ. With this practical guide, Alex Petrov guides developers through the concepts behind modern database and storage engine internals. Throughout the book, you'll explore relevant material gleaned from numerous books, papers, blog posts, and the source code of several open source databases. These resources are listed at the end of parts one and two. You'll discover that the most significant distinctions among many modern databases reside in subsystems that determine how storage is organized and how data is distributed. This book examines: Storage engines: Explore storage classification and taxonomy, and dive into B-Tree-based and immutable Log Structured storage engines, with differences and use-cases for each Storage building blocks: Learn how database files are organized to build efficient storage, using auxiliary data structures such as Page Cache, Buffer Pool and Write-Ahead Log Distributed systems: Learn step-by-step how nodes and processes connect and build complex communication patterns Database clusters: Which consistency models are commonly used by modern databases and how distributed storage systems achieve consistency.