Multi-master replication is a method of database
replication which allows data to be stored by a group of computers, and updated by any member of the group. All members are responsive to client data queries. The multi-master replication system is responsible for propagating the data modifications made by each member to the rest of the group and resolving any conflicts that might arise between concurrent changes made by different members.
Multi-master replication can be contrasted with
primary-replica replication, in which a single member of the group is designated as the "master" for a given piece of data and is the only node allowed to modify that data item. Other members wishing to modify the data item must first contact the master node. Allowing only a single master makes it easier to achieve consistency among the members of the group, but is less flexible than multi-master replication.
Multi-master replication can also be contrasted with
failover clustering where passive replica servers are replicating the master data in order to prepare for takeover in the event that the master stops functioning. The master is the only server active for client interaction.
Often, communication and replication in Multi-master systems are handled via a type of
Consensus algorithm
A fundamental problem in distributed computing and multi-agent systems is to achieve overall system reliability in the presence of a number of faulty processes. This often requires coordinating processes to reach consensus, or agree on some data va ...
, but can also be implemented via custom or proprietary algorithms specific to the software.
The primary purposes of multi-master replication are increased availability and faster server response time.
Advantages
* Availability: If one master fails, other masters continue to update the
database
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts with end users, applications, and the database itself to capture and a ...
.
* Distributed access: Masters can be located in several physical sites, i.e. distributed across the network.
Disadvantages
* Consistency: Most multi-master replication systems are only loosely consistent, i.e. lazy and asynchronous, violating
ACID
An acid is a molecule or ion capable of either donating a proton (i.e. Hydron, hydrogen cation, H+), known as a Brønsted–Lowry acid–base theory, Brønsted–Lowry acid, or forming a covalent bond with an electron pair, known as a Lewis ...
properties.
* Performance: Eager replication systems are complex and increase communication
latency.
* Integrity: Issues such as conflict resolution can become intractable as the number of nodes involved rises and latency increases.
Implementations
Directory services
Many
directory servers are based on
Lightweight Directory Access Protocol
The Lightweight Directory Access Protocol (LDAP ) is an open, vendor-neutral, industry standard application protocol for accessing and maintaining distributed directory information services over an Internet Protocol (IP) network. Directory serv ...
(LDAP) and implement multi-master replication.
Active Directory
One of the more prevalent multi-master replication implementations in directory servers is
Microsoft
Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
's
Active Directory
Active Directory (AD) is a directory service developed by Microsoft for Windows domain networks. Windows Server operating systems include it as a set of processes and services. Originally, only centralized domain management used Active Direct ...
. Within Active Directory, objects that are updated on one
Domain Controller
A domain controller (DC) is a Server (computing), server that responds to security authentication requests within a computer network domain. It is a Network (computing), network server that is responsible for allowing Host (network), host access to ...
are then replicated to other domain controllers through multi-master replication. It is not required for all domain controllers to replicate with each other as this would cause excessive network traffic in large Active Directory deployments. Instead, domain controllers have a complex update pattern that ensures that all servers are updated in a timely fashion without excessive replication traffic. Some Active Directory needs are however better served by
Flexible single master operation.
CA Directory
CA Directory supports multi-master replication.
OpenDS/OpenDJ
OpenDS (and its successor product
OpenDJ) implemented multi-master since version 1.0.
The OpenDS/OpenDJ multi-master replication is asynchronous, it uses a log with a publish-subscribe mechanism that allows scaling to a large number of nodes. OpenDS/OpenDJ replication does conflict resolution at the entry and attribute level. OpenDS/OpenDJ replication can be used over a
wide area network
A wide area network (WAN) is a telecommunications network that extends over a large geographic area. Wide area networks are often established with leased telecommunication circuits.
Businesses, as well as schools and government entities, use ...
.
OpenLDAP
OpenLDAP, the widely used
open-source
Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
LDAP server, implements multi-master replication since version 2.4 (October 2007
Database management systems
Amazon Aurora
Amazon Aurora
Amazon Aurora is a proprietary relational database offered as a service by Amazon Web Services (AWS) since October 2014. Aurora is available as part of the Amazon Relational Database Service (RDS).
History
Aurora offered MySQL compatible se ...
is composed of writer nodes, which replicate redo records, and 6 storage nodes. The writer node sends change to each storage node, each of which checks for conflicts then reports confirmation or rejection of the change.
Apache CouchDB
Apache CouchDB uses a simple, HTTP-based multi-master replication system built from its use of an append-only data-store and use of
Multiversion Concurrency Control (MVCC).
Each document contains a revision ID, so every record stores the evolutionary timeline of all previous revision IDs leading up to itself—which provides the foundation of CouchDB's
MVCC system. Additionally, it keeps a by-sequence index for the entire database. "The replication process only copies the last revision of a document, so all previous revisions that were only on the source database are not copied to the destination database."
The CouchDB replicator acts as a simple HTTP client acting on both a and database. It compares current sequence IDs for the database, calculates revision differences, and makes the necessary changes to the based on what it found in the history of the database. Bi-directional replication is the result of merely doing another replication with the and values swapped.
ArangoDB
ArangoDB
ArangoDB is a graph database system developed by ArangoDB Inc. ArangoDB is a multi-model database system since it supports three data models (graphs, JSON documents, key/value) with one database core and a unified query language AQL (ArangoDB Qu ...
is a native multi-model database system using multi-master replication. Clusters in ArangoDB use the CP master/master model with no single point of failure. When a cluster encounters a network partition, ArangoDB prefers to maintain its internal consistency over availability. Clients experience the same view of the database regardless of which node they connect to. And, the cluster continues to serve requests even when one machine fails.
Cloudant
Cloudant, a distributed database system, uses largely the same HTTP API as
Apache CouchDB, and exposes the same ability to replicate using
Multiversion Concurrency Control (MVCC). Cloudant databases can replicate between each other, but internally, nodes within Cloudant clusters use multi-master replication to stay in sync with each other and provide high availability to API consumers.
eXtremeDB Cluster
eXtremeDB Cluster is the clustering sub-system for McObject's
eXtremeDB embedded database product family. It maintains database consistency across multiple hardware nodes by replicating transactions in a synchronous manner (two-phase commit). An important characteristic of eXtremeDB Cluster is
transaction replication, in contrast to log file-based, SQL statement-based, or other replication schemes that may or may not guarantee the success or failure of entire transactions. Accordingly, eXtremeDB Cluster is an
ACID
An acid is a molecule or ion capable of either donating a proton (i.e. Hydron, hydrogen cation, H+), known as a Brønsted–Lowry acid–base theory, Brønsted–Lowry acid, or forming a covalent bond with an electron pair, known as a Lewis ...
compliant system (not BASE or
eventual consistency
Eventual consistency is a consistency model used in distributed computing to achieve high availability. Put simply: if no new updates are made to a given data item, ''eventually'' all accesses to that item will return the last updated value. Eve ...
); a query executed on any cluster node will return the same result as if executed on any other cluster node.
Oracle
Database
In computing, a database is an organized collection of data or a type of data store based on the use of a database management system (DBMS), the software that interacts with end users, applications, and the database itself to capture and a ...
clusters
may refer to:
Science and technology Astronomy
* Cluster (spacecraft), constellation of four European Space Agency spacecraft
* Cluster II (spacecraft), a European Space Agency mission to study the magnetosphere
* Asteroid cluster, a small ...
implement multi-master replication using one of two methods.
Asynchronous
Asynchrony is any dynamic far from synchronization. If and as parts of an asynchronous system become more synchronized, those parts or even the whole system can be said to be in sync.
Asynchrony or asynchronous may refer to:
Electronics and com ...
multi-master replication commits data changes to a
deferred transaction queue which is periodically processed on all databases in the cluster.
Synchronous
Synchronization is the coordination of events to operate a system in unison. For example, the conductor of an orchestra keeps the orchestra synchronized or ''in time''. Systems that operate with all parts in synchrony are said to be synchrono ...
multi-master replication uses Oracle's two-phase commit functionality to ensure that all databases with the cluster have a consistent
dataset
A data set (or dataset) is a collection of data. In the case of tabular data, a data set corresponds to one or more database tables, where every column of a table represents a particular variable, and each row corresponds to a given record o ...
.
Microsoft SQL
Microsoft SQL
Microsoft SQL Server is a proprietary relational database management system developed by Microsoft using SQL, Structured Query Language (SQL, often pronounced "sequel"). As a database server, it is a software product with the primary function ...
provides multi-master replication through peer-to-peer replication. It provides a scale-out and high-availability solution by maintaining copies of data across multiple nodes. Built on the foundation of transactional replication, peer-to-peer replication propagates transactionally consistent changes in near real-time.
MySQL / MariaDB
At a basic level, it is possible to achieve a multi-master replication scheme beginning with MySQL version 3.23 with circular replication.
Departing from that,
MariaDB
MariaDB is a community-developed, commercially supported Fork (software development), fork of the MySQL relational database management system (RDBMS), intended to remain free and open-source software under the GNU General Public License. Developm ...
and
MySQL
MySQL () is an Open-source software, open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the acronym for Structured Query Language. A rel ...
ship with some replication support, each of them with different nuances.
In terms of direct support we have:
MariaDB: natively supports multi-master replication since version 10.0, but conflict resolution is not supported, so each master must contain different databases. On MySQL, this is named multi-source available since versio
5.7.6
MySQL: MySQL Group Replication, a plugin for virtual synchronous multi-master with conflict handling and distributed recovery was released wit
Cluster Projects:
MySQL Cluster supports conflict detection and resolution between multiple masters since version 6.3 for true multi-master capability for the MySQL Server.
There is also an external project,
Galera Cluster created b
codership, that provides true multi-master capability, based on a fork of the InnoDB storage engine and custom replication plug-ins. Replication is synchronous, so no conflict is possible.
Percona XtraDB Cluster also is a combination of Galera replication library and MySQL supporting multi-master.
PostgreSQL
Various options for synchronous multi-master replication exist.
Postgres-XL which is available under the Mozilla Public License, an
PostgresXC(now known a
Postgres-X2 which is available under the same license as PostgreSQL itself are examples. Note that th
PgCluster() project was abandoned in 2007.
The replication documentation for
PostgreSQL
PostgreSQL ( ) also known as Postgres, is a free and open-source software, free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance. PostgreSQL features transaction processing, transactions ...
categorises the different types of replication available. Various options exist for distributed multi-master, includin
Bucardorubyrepand BD
Bi-Directional Replication
=PostgreSQL BDR
=
BDR is aimed at eventual inclusion in PostgreSQL core and has been benchmarked as demonstrating significantly enhanced performance
BDR Performance
Petr Jelinek, 2ndQuadrant. Retrieved 2014-07-10 over earlier options. BDR includes replication of data writes (DML), as well as changes to data definition (DDL) and global sequences. BDR nodes may be upgraded online from version 0.9 onwards. 2ndQuadrant has developed BDR continuously since 2012, with the system used in production since 2014. The latest version BDR 3.6 provides column-level conflict detection, CRDTs, eager replication, multi-node query consistency, and many other features.
Ingres
Within Ingres
Jean-Auguste-Dominique Ingres ( ; ; 29 August 1780 – 14 January 1867) was a French Neoclassicism, Neoclassical Painting, painter. Ingres was profoundly influenced by past artistic traditions and aspired to become the guardian of academic ...
Replicator, objects that are updated on one Ingres server can then be replicated to other servers whether local or remote through multi-master replication. If one server fails, client connections can be re-directed to another server. It is not required for all Ingres servers in an environment to replicate with each other as this could cause excessive network traffic in large implementations. Instead, Ingres Replicator allows the appropriate data to be replicated to the appropriate servers without excessive replication traffic. This means that some servers in the environment can serve as failover candidates while other servers can meet other requirements such as managing a subset of columns or tables for a departmental solution, a subset of rows for a geographical region or one-way replication for a reporting server. In the event of a source, target, or network failure, data integrity is enforced through this two-phase commit protocol
In transaction processing, databases, and computer networking, the two-phase commit protocol (2PC, ''tupac'') is a type of Atomic commit, atomic commitment protocol (ACP). It is a distributed algorithm that coordinates all the processes that pa ...
by ensuring that either the whole transaction is replicated, or none of it is. In addition, Ingres Replicator can operate over RDBMS’s from multiple vendors to connect them.
See also
* Flexible single master operation
* Active Directory
Active Directory (AD) is a directory service developed by Microsoft for Windows domain networks. Windows Server operating systems include it as a set of processes and services. Originally, only centralized domain management used Active Direct ...
* Distributed database management system
A distributed database is a database in which data is stored across different physical locations. It may be stored in multiple computers located in the same physical location (e.g. a data centre); or maybe dispersed over a network of interconnec ...
* DNS zone transfer
DNS zone transfer, also sometimes known by the inducing DNS query type AXFR, is a type of DNS transaction. It is one of the many mechanisms available for administrators to replicate DNS databases across a set of DNS servers.
A zone transfer use ...
* Optimistic replication
References
{{reflist
External links
Active Directory Replication Model
Terms and Definitions for Database Replication
SymmetricDS
is database independent, data synchronization
Data synchronization is the process of establishing consistency between source and target data stores, and the continuous harmonization of the data over time. It is fundamental to a wide variety of applications, including file synchronization a ...
software. It uses web and database technologies to replicate tables between relational databases in near real time. The software was designed to scale for a large number of databases, work across low-bandwidth connections, and withstand periods of network outage. It supports MySQL
MySQL () is an Open-source software, open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the acronym for Structured Query Language. A rel ...
, Oracle
An oracle is a person or thing considered to provide insight, wise counsel or prophetic predictions, most notably including precognition of the future, inspired by deities. If done through occultic means, it is a form of divination.
Descript ...
, SQL Server, PostgreSQL
PostgreSQL ( ) also known as Postgres, is a free and open-source software, free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance. PostgreSQL features transaction processing, transactions ...
, IBM Db2, Firebird
Firebird and fire bird may refer to:
Mythical birds
* Phoenix (mythology), sacred firebird found in the mythologies of many cultures
** Fenghuang, sometimes called Chinese phoenix
* Vermilion bird, one of the four symbols of the Chinese constella ...
, Interbase
InterBase is a relational database management system (RDBMS) currently developed and marketed by Embarcadero Technologies. It runs on the operating systems Microsoft Windows, macOS, Linux, Oracle Solaris, Solaris, Android (operating system), Andr ...
, HSQLDB, H2, Apache Derby
Apache Derby (previously distributed as IBM Cloudscape) is a relational database management system (RDBMS) developed by the Apache Software Foundation that can be embedded in Java programs and used for online transaction processing. It has a 3.5 ...
, Informix
Informix is a product family within IBM's Information Management division that is centered on several relational database management system (RDBMS) and multi-model database offerings. The Informix products were originally developed by Inform ...
, Greenplum
Greenplum is a big data technology based on MPP architecture and the Postgres open source database technology. The technology was created by a company of the same name headquartered in San Mateo, California around 2005. Greenplum was acquire ...
, SQLite
SQLite ( "S-Q-L-ite", "sequel-ite") is a free and open-source relational database engine written in the C programming language. It is not a standalone app; rather, it is a library that software developers embed in their apps. As such, it ...
, Sybase ASE, and Sybase ASA. Licensed under both open source ( GPL) and commercial licenses.
Daffodil Replicator
is a Java
Java is one of the Greater Sunda Islands in Indonesia. It is bordered by the Indian Ocean to the south and the Java Sea (a part of Pacific Ocean) to the north. With a population of 156.9 million people (including Madura) in mid 2024, proje ...
tool for data synchronization
Data synchronization is the process of establishing consistency between source and target data stores, and the continuous harmonization of the data over time. It is fundamental to a wide variety of applications, including file synchronization a ...
, data migration
Data migration is the process of selecting, preparing, extracting, and transforming data and permanently transferring it from one computer storage system to another. Additionally, the validation of migrated data for completeness and the decommi ...
, and data backup between various database servers. Daffodil Replicator works over standard JDBC
Java Database Connectivity (JDBC) is an application programming interface (API) for the Java (programming language), Java programming language which defines how a client may access a database. It is a Java-based data access technology used for Java ...
driver and supports replication across heterogeneous databases. At present, it supports following databases: Microsoft SQL Server
Microsoft SQL Server is a proprietary relational database management system developed by Microsoft using Structured Query Language (SQL, often pronounced "sequel"). As a database server, it is a software product with the primary function of ...
, Oracle
An oracle is a person or thing considered to provide insight, wise counsel or prophetic predictions, most notably including precognition of the future, inspired by deities. If done through occultic means, it is a form of divination.
Descript ...
, Daffodil database, IBM Db2, Apache Derby
Apache Derby (previously distributed as IBM Cloudscape) is a relational database management system (RDBMS) developed by the Apache Software Foundation that can be embedded in Java programs and used for online transaction processing. It has a 3.5 ...
, MySQL
MySQL () is an Open-source software, open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter My, and "SQL", the acronym for Structured Query Language. A rel ...
, and PostgreSQL
PostgreSQL ( ) also known as Postgres, is a free and open-source software, free and open-source relational database management system (RDBMS) emphasizing extensibility and SQL compliance. PostgreSQL features transaction processing, transactions ...
. Daffodil Replicator is available in both enterprise (commercial) and open source
Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
( GPL-licensed) versions.
DMOZ Open Directory Project - Database Replication Page
Identity management
Distributed computing architecture