Benchmarking Consistency Distributed Database Management Systems Distributed Systems Eventual Consistency PDF Download
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Author | : Bermbach, David |
Publisher | : KIT Scientific Publishing |
Total Pages | : 202 |
Release | : 2014-07-22 |
Genre | : Computers |
ISBN | : 3731501864 |
Download Benchmarking, Consistency, Distributed Database Management Systems, Distributed Systems, Eventual Consistency Book in PDF, ePub and Kindle
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.
Author | : David Bermbach |
Publisher | : |
Total Pages | : 198 |
Release | : 2020-10-09 |
Genre | : Computers |
ISBN | : 9781013280412 |
Download Benchmarking Eventually Consistent Distributed Storage Systems Book in PDF, ePub and Kindle
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.
Author | : Felix Gessert |
Publisher | : Springer Nature |
Total Pages | : 199 |
Release | : 2020-05-15 |
Genre | : Computers |
ISBN | : 3030435067 |
Download Fast and Scalable Cloud Data Management Book in PDF, ePub and Kindle
The unprecedented scale at which data is both produced and consumed today has generated a large demand for scalable data management solutions facilitating fast access from all over the world. As one consequence, a plethora of non-relational, distributed NoSQL database systems have risen in recent years and today’s data management system landscape has thus become somewhat hard to overlook. As another consequence, complex polyglot designs and elaborate schemes for data distribution and delivery have become the norm for building applications that connect users and organizations across the globe – but choosing the right combination of systems for a given use case has become increasingly difficult as well. To help practitioners stay on top of that challenge, this book presents a comprehensive overview and classification of the current system landscape in cloud data management as well as a survey of the state-of-the-art approaches for efficient data distribution and delivery to end-user devices. The topics covered thus range from NoSQL storage systems and polyglot architectures (backend) over distributed transactions and Web caching (network) to data access and rendering performance in the client (end-user). By distinguishing popular data management systems by data model, consistency guarantees, and other dimensions of interest, this book provides an abstract framework for reasoning about the overall design space and the individual positions claimed by each of the systems therein. Building on this classification, this book further presents an application-driven decision guidance tool that breaks the process of choosing a set of viable system candidates for a given application scenario down into a straightforward decision tree.
Author | : Matthieu Perrin |
Publisher | : Elsevier |
Total Pages | : 190 |
Release | : 2017-03-25 |
Genre | : Computers |
ISBN | : 0081023170 |
Download Distributed Systems Book in PDF, ePub and Kindle
Distributed Systems: Concurrency and Consistency explores the gray area of distributed systems and draws a map of weak consistency criteria, identifying several families and demonstrating how these may be implemented into a programming language. Unlike their sequential counterparts, distributed systems are much more difficult to design, and are therefore prone to problems. On a large scale, usability reminiscent of sequential consistency, which would provide the same global view to all users, is very expensive or impossible to achieve. This book investigates the best ways to specify the objects that are still possible to implement in these systems. Explores the gray area of distributed systems and draws a map of weak consistency criteria Investigates the best ways to specify the objects that are still possible to implement in these systems Presents a description of existing memory models and consistency criteria
Author | : Paul Spirakis |
Publisher | : Springer |
Total Pages | : 496 |
Release | : 2017-10-20 |
Genre | : Computers |
ISBN | : 3319690841 |
Download Stabilization, Safety, and Security of Distributed Systems Book in PDF, ePub and Kindle
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.
Author | : David Bermbach |
Publisher | : Springer |
Total Pages | : 158 |
Release | : 2017-03-27 |
Genre | : Computers |
ISBN | : 3319554832 |
Download Cloud Service Benchmarking Book in PDF, ePub and Kindle
Cloud service benchmarking can provide important, sometimes surprising insights into the quality of services and leads to a more quality-driven design and engineering of complex software architectures that use such services. Starting with a broad introduction to the field, this book guides readers step-by-step through the process of designing, implementing and executing a cloud service benchmark, as well as understanding and dealing with its results. It covers all aspects of cloud service benchmarking, i.e., both benchmarking the cloud and benchmarking in the cloud, at a basic level. The book is divided into five parts: Part I discusses what cloud benchmarking is, provides an overview of cloud services and their key properties, and describes the notion of a cloud system and cloud-service quality. It also addresses the benchmarking lifecycle and the motivations behind running benchmarks in particular phases of an application lifecycle. Part II then focuses on benchmark design by discussing key objectives (e.g., repeatability, fairness, or understandability) and defining metrics and measurement methods, and by giving advice on developing own measurement methods and metrics. Next, Part III explores benchmark execution and implementation challenges and objectives as well as aspects like runtime monitoring and result collection. Subsequently, Part IV addresses benchmark results, covering topics such as an abstract process for turning data into insights, data preprocessing, and basic data analysis methods. Lastly, Part V concludes the book with a summary, suggestions for further reading and pointers to benchmarking tools available on the Web. The book is intended for researchers and graduate students of computer science and related subjects looking for an introduction to benchmarking cloud services, but also for industry practitioners who are interested in evaluating the quality of cloud services or who want to assess key qualities of their own implementations through cloud-based experiments.
Author | : Raghunath Nambiar |
Publisher | : Springer |
Total Pages | : 155 |
Release | : 2014-01-31 |
Genre | : Computers |
ISBN | : 3319049364 |
Download Performance Characterization and Benchmarking Book in PDF, ePub and Kindle
This book constitutes the refereed post-proceedings of the 5th TPC Technology Conference, TPCTC 2013, held in Trento, Italy, in August 2013. It contains 7 selected peer-reviewed papers, a report from the TPC Public Relations Committee and one invited paper. The papers present novel ideas and methodologies in performance evaluation, measurement and characterization.
Author | : amjad umar |
Publisher | : |
Total Pages | : 38 |
Release | : 1988 |
Genre | : |
ISBN | : |
Download distributed database management systems issues and approaches Book in PDF, ePub and Kindle
Author | : Abdelsalam A. Helal |
Publisher | : Springer Science & Business Media |
Total Pages | : 166 |
Release | : 2005-12-29 |
Genre | : Computers |
ISBN | : 0306477963 |
Download Replication Techniques in Distributed Systems Book in PDF, ePub and Kindle
Replication Techniques in Distributed Systems organizes and surveys the spectrum of replication protocols and systems that achieve high availability by replicating entities in failure-prone distributed computing environments. The entities discussed in this book vary from passive untyped data objects, to typed and complex objects, to processes and messages. Replication Techniques in Distributed Systems contains definitions and introductory material suitable for a beginner, theoretical foundations and algorithms, an annotated bibliography of commercial and experimental prototype systems, as well as short guides to recommended further readings in specialized subtopics. This book can be used as recommended or required reading in graduate courses in academia, as well as a handbook for designers and implementors of systems that must deal with replication issues in distributed systems.
Author | : Khosrow-Pour, D.B.A., Mehdi |
Publisher | : IGI Global |
Total Pages | : 1857 |
Release | : 2018-10-19 |
Genre | : Computers |
ISBN | : 1522575995 |
Download Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics Book in PDF, ePub and Kindle
From cloud computing to data analytics, society stores vast supplies of information through wireless networks and mobile computing. As organizations are becoming increasingly more wireless, ensuring the security and seamless function of electronic gadgets while creating a strong network is imperative. Advanced Methodologies and Technologies in Network Architecture, Mobile Computing, and Data Analytics highlights the challenges associated with creating a strong network architecture in a perpetually online society. Readers will learn various methods in building a seamless mobile computing option and the most effective means of analyzing big data. This book is an important resource for information technology professionals, software developers, data analysts, graduate-level students, researchers, computer engineers, and IT specialists seeking modern information on emerging methods in data mining, information technology, and wireless networks.