数据库
Foundations of Databases 豆瓣
作者: Serge Abiteboul / Richard Hull Addison Wesley 1994
Written by three leading researchers in the field, this book provides in-depth coverage of the theory concerning the logical level of database management systems, including both classical and advanced topics. Features *Emphasizes query languages for the relational model including coverage of different language paradigms, expressive power, and complexity. *Presents a unified theory of dependencies, including those commonly arising in practice, and their use in optimization and schema design. *Provides theoretical underpinnings of several emerging topics, including deductive and object-oriented databases. *Includes detailed proofs and numerous examples and exercises. 0201537710B04062001
Database Management Systems 豆瓣
作者: Raghu Ramakrishnan / Johannes Gehrke McGraw-Hill Education 2002 - 9
"Database Management Systems" provides comprehensive and up-to-date coverage of the fundamentals of database systems. Coherent explanations and practical examples have made this one of the leading texts in the field. The third edition continues in this tradition, enhancing it with more practical material. The new edition has been reorganized to allow more flexibility in the way the course is taught. Now, instructors can easily choose whether they would like to teach a course which emphasizes database application development or a course that emphasizes database systems issues. New overview chapters at the beginning of parts make it possible to skip other chapters in the part if you don't want the detail. More applications and examples have been added throughout the book, including SQL and Oracle examples. The applied flavor is further enhanced by the two new database applications chapters.
Transaction Processing 豆瓣
Springer 2015 - 1
Transactions are a concept related to the logical database as seen from the perspective of database application programmers: a transaction is a sequence of database actions that is to be executed as an atomic unit of work. The processing of transactions on databases is a well- established area with many of its foundations having already been laid in the late 1970s and early 1980s.
The unique feature of this textbook is that it bridges the gap between the theory of transactions on the logical database and the implementation of the related actions on the underlying physical database. The authors relate the logical database, which is composed of a dynamically changing set of data items with unique keys, and the underlying physical database with a set of fixed-size data and index pages on disk. Their treatment of transaction processing builds on the “do-redo-undo” recovery paradigm, and all methods and algorithms presented are carefully designed to be compatible with this paradigm as well as with write-ahead logging, steal-and-no-force buffering, and fine-grained concurrency control.
Chapters 1 to 6 address the basics needed to fully appreciate transaction processing on a centralized database system within the context of our transaction model, covering topics like ACID properties, database integrity, buffering, rollbacks, isolation, and the interplay of logical locks and physical latches. Chapters 7 and 8 present advanced features including deadlock-free algorithms for reading, inserting and deleting tuples, while the remaining chapters cover additional advanced topics extending on the preceding foundational chapters, including multi-granular locking, bulk actions, versioning, distributed updates, and write-intensive transactions.
This book is primarily intended as a text for advanced undergraduate or graduate courses on database management in general or transaction processing in particular.
MongoDB: The Definitive Guide, 3rd Edition 豆瓣
作者: Shannon Bradshaw / Kristina Chodorow O'Reilly Media 2019 - 9
Manage your data in a database system designed to support modern application development. The updated edition of this authoritative and accessible guide shows you the many advantages of using document-oriented databases, including how this secure, high-performance system enables flexible data models, high availability, and horizontal scalability.
Written by current and former members of the MongoDB team, the third edition is updated for MongoDB 4.0. You’ll find substantial updates on querying, indexing, aggregation, replica sets, ops manager, sharding administration, data administration, durability, monitoring, and security.
Authors Shannon Bradshaw (MongoDB) and Kristina Chodorow (Google) provide guidance for database developers, advanced configuration for system administrators, and use cases for a variety of projects. Ideal for NoSQL newcomers and experienced MongoDB users alike, this book also includes many real-world schema design examples.
Database Internals 豆瓣 Goodreads
作者: Alex Petrov O'Reilly Media 2019 - 10
Have you ever wanted to learn more about Databases but did not know where to start? This is a book just for you.
We can treat databases and other infrastructure components as black boxes, but it doesn’t have to be that way. Sometimes we have to take a closer look at what’s going on because of performance issues. Sometimes databases misbehave, and we need to find out what exactly is going on. Some of us want to work in infrastructure and develop databases. This book’s main intention is to introduce you to the cornerstone concepts and help you understand how databases work.
The book consists of two parts: Storage Engines and Distributed Systems since that’s where most of the differences between the vast majority of databases is coming from.
Monolith to Microservices 豆瓣
作者: Sam Newman O'Reilly Media 2019
How do you detangle a monolithic system and migrate it to a microservices architecture? How do you do it while maintaining business-as-usual? As a companion to Sam Newman’s extremely popular Building Microservices, this new book details a proven method for transitioning an existing monolithic system to a microservice architecture.
With many illustrative examples, insightful migration patterns, and a bevy of practical advice to transition your monolith enterprise into a microservice operation, this practical guide covers multiple scenarios and strategies for a successful migration, from initial planning all the way through application and database decomposition. You’ll learn several tried and tested patterns and techniques that you can use as you migrate your existing architecture.
Ideal for organizations looking to transition to microservices, rather than rebuild
Helps companies determine whether to migrate, when to migrate, and where to begin
Addresses communication, integration, and the migration of legacy systems
Discusses multiple migration patterns and where they apply
Provides database migration examples, along with synchronization strategies
Explores application decomposition, including several architectural refactoring patterns
Delves into details of database decomposition, including the impact of breaking referential and transactional integrity, new failure modes, and more
2019年4月18日 在读
昨天去WePay的MySQL meetup才知道的Debezium...
Debezium is an open source project that provides a low latency data streaming platform for change data capture (CDC).
分布式 计算机科学 数据库 软件工程
Managing Gigabytes 豆瓣
作者: Ian H. Witten / Alistair Moffat Morgan Kaufmann 1999 - 5
In this fully updated second edition of the highly acclaimed Managing Gigabytes, authors Written, Moffat, and Bell continue to provide unparalleled coverage of state-of-the-art techniques for compressing and indexing data. Whatever your field, if you work with large quantities of information, this book is essential reading - an authoritative theoretical resource and a practical guide to meeting the toughest storage and access challenges. It covers the latest developments in compression and indexing and their application on the Web and in digital libraries. It also details dozens of powerful techniques supported by mg, the authors' own system for compressing, storing, and retrieving text, images, and textual images. Mg's source code is freely available on the Web. It provides up-to-date coverage of new text compression algorithms such as block sorting, approximate arithmetic coding, and fat Huffman coding. It includes new sections on content-based index compression and distributed querying, with 2 new data structures for fast indexing. It provides new coverage of image coding, including descriptions of de facto standards in use on the Web (GIF and PNG), information on CALIC, the new proposed JPEG Lossless standard, and JBIG2. It includes new information on the Internet and WWW, digital libraries, web search engines, and agent-based retrieval. It is accompanied by a public domain system called MG which is a fully worked-out operational example of the advanced techniques developed and explained in the book. It includes a new appendix on an existing digital library system that uses the MG software.
Making Databases Work 豆瓣
作者: Michael L.Brodie Morgan & Claypool 2018
This book celebrates Michael Stonebraker's accomplishments that led to his 2014 ACM A.M. Turing Award "for fundamental contributions to the concepts and practices underlying modern database systems."
The book describes, for the broad computing community, the unique nature, significance, and impact of Mike's achievements in advancing modern database systems over more than forty years. Today, data is considered the world's most valuable resource, whether it is in the tens of millions of databases used to manage the world's businesses and governments, in the billions of databases in our smartphones and watches, or residing elsewhere, as yet unmanaged, awaiting the elusive next generation of database systems. Every one of the millions or billions of databases includes features that are celebrated by the 2014 Turing Award and are described in this book.
Why should I care about databases? What is a database? What is data management? What is a database management system (DBMS)? These are just some of the questions that this book answers, in describing the development of data management through the achievements of Mike Stonebraker and his over 200 collaborators. In reading the stories in this book, you will discover core data management concepts that were developed over the two greatest eras (so far) of data management technology.
The book is a collection of 36 stories written by Mike and 38 of his collaborators: 23 world-leading database researchers, 11 world-class systems engineers, and 4 business partners. If you are an aspiring researcher, engineer, or entrepreneur you might read these stories to find these turning points as practice to tilt at your own computer-science windmills, to spur yourself to your next step of innovation and achievement.
Getting Started with LevelDB 豆瓣
作者: Andy Dent Packt Publishing 2013 - 11
Mobile and standalone desktop apps often need to store and rapidly retrieve data. LevelDB scales from a few simple values up to trillions of records and is flexible enough to store any kind of data.
Getting Started with LevelDB progresses through the sophisticated ways to use databases. It starts by explaining how to install and build LevelDB from the basics, and moves on to explain the different Objective-C layers for LevelDB. It can be used as an introduction to database-backed iOS apps, as well as provides clarification to key-value stores and helps you understand how they relate to SQL.
LevelDB is a flexible data solution that uses key-value stores to allow for the development of highly complex, efficient data storage systems. From the basics of data storage and retrieval to complex cases involving data storage for apps, this book covers a wide range of LevelDB topics
Even relatively simple apps may have the need to search their data using different terms. Getting Started with LevelDB shows how to design keys to retrieve and store data efficiently. You will learn how its “levelled” nature delivers speedy writes and how to tune its settings and design for performance. You will also see a few techniques for debugging and tuning.
Getting Started with LevelDB will leave you as an accomplished LevelDB programmer, confident you can build a complex database-backed app with high performance on iOS or OS/X.
Principles of Transaction Processing, Second Edition 豆瓣
作者: Philip A. Bernstein / Eric Newcomer Morgan Kaufmann 2009 - 6
Principles of Transaction Processing is a clear, concise guide for anyone involved in developing applications, evaluating products, designing systems, or engineering products. This book provides an understanding of the internals of transaction processing systems, describing how they work and how best to use them. It includes the architecture of Web Application Servers, transactional communications paradigms, and mechanisms for recovering from transaction and system failures. The use of transaction processing systems has changed in the years since publication of the first edition. Electronic commerce has become a major focus for business data processing investments, from banking and stock purchase on the web, to eBay auctions, to corporate database management. New standards, new technology and products, and new languages allow web services and SOA to become the leading style of design for enterprise applications. And with the help of this book and its rich examples, you will be able to produce the state-of-the-art applications discussed within. For more information check out Eric Newcomer's blog: http://ericnewcomer.wordpress.com/2009/05/15/what-we-learned-writing-the-second-edition-of-the-tp-book/
Complete revision of the classic "non mathematical" transaction processing reference for systems professionals.
Updated to focus on the needs of transaction processing via the Internet-- the main focus of business data processing investments, via web application servers, SOA, and important new TP standards.
Retains the practical, non-mathematical, but thorough conceptual basis of the first edition.
Seven Databases in Seven Weeks 豆瓣
作者: Luc Perkins / Eric Redmond Pragmatic Bookshelf; 2018 - 3
Data is getting bigger and more complex by the day, and so are your choices in handling it. Explore some of the most cutting-edge databases available - from traditional relational databases to newer NoSQL approaches - and make informed decisions about challenging data storage problems. This is the only comprehensive guide to the world of NoSQL databases, with in-depth practical and conceptual introductions to seven different technologies: Redis, Neo4J, CouchDB, MongoDB, HBase, Postgres, and DynamoDB. This second edition includes a new chapter on DynamoDB and updated content for each chapter.
While relational databases such as MySQL remain as relevant as ever, the alternative, NoSQL paradigm has opened up new horizons in performance and scalability and changed the way we approach data-centric problems. This book presents the essential concepts behind each database alongside hands-on examples that make each technology come alive.
With each database, tackle a real-world problem that highlights the concepts and features that make it shine. Along the way, explore five database models - relational, key/value, columnar, document, and graph - from the perspective of challenges faced by real applications. Learn how MongoDB and CouchDB are strikingly different, make your applications faster with Redis and more connected with Neo4J, build a cluster of HBase servers using cloud services such as Amazon's Elastic MapReduce, and more. This new edition brings a brand new chapter on DynamoDB, updated code samples and exercises, and a more up-to-date account of each database's feature set.
Whether you're a programmer building the next big thing, a data scientist seeking solutions to thorny problems, or a technology enthusiast venturing into new territory, you will find something to inspire you in this book.
High Performance MySQL 豆瓣
作者: Baron Schwartz / Peter Zaitsev O'Reilly Media 2012 - 3
High Performance MySQL teaches you advanced techniques in depth so you can bring out MySQL's full power. Learn how to design schemas, indexes, queries, and advanced MySQL features for maximum performance, and get detailed guidance for tuning your MySQL server, operating system, and hardware to their fullest potential. You'll also learn practical, safe, high-performance ways to scale your applications with replication, load balancing, high availability, and failover. This third edition is completely revised and reflects recent advances in MySQL and InnoDB performance, features, and tools. Major additions include: * Achieving high performance with MySQL in the cloud * Using the new features in MySQL 5.5 * Taking advantage of modern multi-core CPUs and solid-state disks * Improvements in replication, high availability, and new clustering options * New tools for hot online backups The book also includes chapters on benchmarking, profiling, backups, cloud computing, solid-state disks, and tools and techniques to help you measure, monitor, and manage your MySQL installations.
Transactional Information Systems 豆瓣
作者: Gerhard Weikum / Gottfried Vossen Morgan Kaufmann 2001 - 6
"Transactional Information Systems" is the long-awaited, comprehensive work from leading scientists in the transaction processing field. Weikum and Vossen begin with a broad look at the role of transactional technology in today's economic and scientific endeavors, then delve into critical issues faced by all practitioners, presenting today's most effective techniques for controlling concurrent access by multiple clients, recovering from system failures, and coordinating distributed transactions. The authors emphasize formal models that are easily applied across fields, that promise to remain valid as current technologies evolve, and that lend themselves to generalization and extension in the development of new classes of network-centric, functionally rich applications. This book's purpose and achievement is the presentation of the foundations of transactional systems as well as the practical aspects of the field what will help you meet today's challenges. It provides the most advanced coverage of the topic available anywhere - along with the database background required for you to make full use of this material. It explores transaction processing both generically as a broadly applicable set of information technology practices and specifically as a group of techniques for meeting the goals of your enterprise. It contains information essential to developers of Web-based e-Commerce functionality - and a wide range of more 'traditional' applications. It details the algorithms underlying core transaction processing functionality.
Streaming Systems 豆瓣
作者: Tyler Akidau / Slava Chernyak O'Reilly Media 2017 - 10
Streaming data is a big deal in big data these days. As more and more businesses seek to tame the massive unbounded data sets that pervade our world, streaming systems have finally reached a level of maturity sufficient for mainstream adoption. With this practical guide, data engineers, data scientists, and developers will learn how to work with streaming data in a conceptual and platform-agnostic way.
Expanded from Tyler Akidau’s popular blog posts "Streaming 101" and "Streaming 102", this book takes you from an introductory level to a nuanced understanding of the what, where, when, and how of processing real-time data streams. You’ll also dive deep into watermarks and exactly-once processing with co-authors Slava Chernyak and Reuven Lax.
You’ll explore:
How streaming and batch data processing patterns compare
The core principles and concepts behind robust out-of-order data processing
How watermarks track progress and completeness in infinite datasets
How exactly-once data processing techniques ensure correctness
How the concepts of streams and tables form the foundations of both batch and streaming data processing
The practical motivations behind a powerful persistent state mechanism, driven by a real-world example
How time-varying relations provide a link between stream processing and the world of SQL and relational algebra
Principles of Transaction Processing for the Systems Professional 豆瓣
作者: Philip A. Bernstein / Eric Newcomer Morgan Kaufmann 1997 - 1
Principles of Transaction Processing is a clear, concise guide for anyone
involved in developing applications, evaluating products, designing systems,
or engineering products. This book provides an understanding of the internals of
transaction processing systems, describing how they work and how best to use them.
It includes the architecture of transaction processing monitors, transactional
communications paradigms, and mechanisms for recovering from transaction and
system failures.</p>
Use of transaction processing systems in business, industry, and
government is increasing rapidly; the emergence of electronic commerce on
the Internet is creating new demands. As a result, many developers are
encountering transaction processing applications for the first time and need
a practical explanation of techniques. Software engineers who build and
market operating systems, communications systems, programming tools, and
other products used in transaction processing applications will also benefit
from this thorough presentation of principles. Rich with examples, it
describes commercial transaction processing systems, transactional aspects
of database servers, messaging systems, Internet servers, and
object-oriented systems, as well as each of their subsystems.</p>
* Easy-to-read descriptions of fundamentals.
* Real world examples illustrating key points.
* Focuses on practical issues faced by developers.
* Explains most major products and standards, including IBM's CICS, IMS, and MQSeries; X/Open's XA, STDL, and TX; BEA Systems' TUXEDO; Digital's ACMS; Transarc's Encina; AT&T/NCR's TOP END; Tandem's Pathway/TS; OMG's OTS; and Microsoft's Microsoft Transaction Server.
Concise Guide to Databases 豆瓣
作者: Peter Lake / Paul Crowther Springer 2013 - 11
Modern businesses depend on data for their very survival, creating a need for sophisticated databases and database technologies to help store, organise and transport their valuable data.
This easy-to-read textbook/reference presents a comprehensive introduction to databases, opening with a concise history of databases and of data as an organisational asset. As relational database management systems are no longer the only database solution, the book takes a wider view of database technology, encompassing big data, NoSQL, object and object-relational, and in-memory databases. The text also examines the issues of scalability, availability, performance and security encountered when building and running a database in the real world.
Topics and features:
Presents review and discussion questions at the end of each chapter, in addition to skill-building, hands-on exercises
Introduces the fundamental concepts and technologies in database systems, placing these in an historic context
Describes the challenges faced by database professionals
Reviews the use of a variety of database types in business environments
Discusses areas for further research within this fast-moving domain
Suggests a structure for a potential university course in the preface
With its learning-by-doing approach, supported by both theoretical and practical examples, this clearly-structured textbook will be of great value to advanced undergraduate and postgraduate students of computer science, software engineering, and information technology. Practising database professionals and application developers will also find the book an ideal reference that addresses today's business needs.
Database System Concepts 豆瓣
8.4 (5 个评分) 作者: Abraham Silberschatz / Henry F. Korth McGraw-Hill Education 2010 - 3
"Database System Concepts" by Silberschatz, Korth and Sudarshan is now in its 6th edition and is one of the cornerstone texts of database education. It presents the fundamental concepts of database management in an intuitive manner geared toward allowing students to begin working with databases as quickly as possible. The text is designed for a first course in databases at the junior/senior undergraduate level or the first year graduate level. It also contains additional material that can be used as supplements or as introductory material for an advanced course. Because the authors present concepts as intuitive descriptions, a familiarity with basic data structures, computer organization, and a high-level programming language are the only prerequisites. Important theoretical results are covered, but formal proofs are omitted. In place of proofs, figures and examples are used to suggest why a result is true.