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DBMS > Alibaba Cloud AnalyticDB for MySQL vs. Citus vs. Geode vs. Microsoft Azure Data Explorer vs. MongoDB

Vergleich der Systemeigenschaften Alibaba Cloud AnalyticDB for MySQL vs. Citus vs. Geode vs. Microsoft Azure Data Explorer vs. MongoDB

Redaktionelle Informationen bereitgestellt von DB-Engines
NameAlibaba Cloud AnalyticDB for MySQL  Xaus Vergleich ausschliessenCitus  Xaus Vergleich ausschliessenGeode  Xaus Vergleich ausschliessenMicrosoft Azure Data Explorer  Xaus Vergleich ausschliessenMongoDB  Xaus Vergleich ausschliessen
KurzbeschreibungA real-time data warehousing service that can process petabytes of data with high concurrency and low latency. It is fully compatible with the MySQL protocol.Scalable hybrid operational and analytics RDBMS for big data use cases based on PostgreSQLGeode is a distributed data container, pooling memory, CPU, network resources, and optionally local disk across multiple processesFully managed big data interactive analytics platformEiner der meistverwendeten Document Stores
Primäres DatenbankmodellRelational DBMSRelational DBMSKey-Value StoreRelational DBMS infocolumn orientedDocument Store
Sekundäre DatenbankmodelleDocument StoreDocument StoreDocument Store infoIf a column is of type dynamic docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-types/­dynamic then it's possible to add arbitrary JSON documents in this cell
Event Store infothis is the general usage pattern at Microsoft. Billing, Logs, Telemetry events are stored in ADX and the state of an individual entity is defined by the arg_max(timestamps)
Spatial DBMS
Suchmaschine infosupport for complex search expressions docs.microsoft.com/­en-us/­azure/­kusto/­query/­parseoperator FTS, Geospatial docs.microsoft.com/­en-us/­azure/­kusto/­query/­geo-point-to-geohash-function distributed search -> ADX acts as a distributed search engine
Time Series DBMS infosee docs.microsoft.com/­en-us/­azure/­data-explorer/­time-series-analysis
Spatial DBMS
Suchmaschine infointegrated Lucene index, currently in MongoDB Atlas only.
Time Series DBMS infoTime Series Collections introduced in Release 5.0
Vektor DBMS infocurrently available in the MongoDB Atlas cloud service only
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte0,91
Rang#201  Overall
#94  Relational DBMS
Punkte2,15
Rang#117  Overall
#56  Relational DBMS
Punkte1,86
Rang#134  Overall
#24  Key-Value Stores
Punkte3,80
Rang#81  Overall
#43  Relational DBMS
Punkte421,08
Rang#5  Overall
#1  Document Stores
Websitewww.alibabacloud.com/­product/­analyticdb-for-mysqlwww.citusdata.comgeode.apache.orgazure.microsoft.com/­services/­data-explorerwww.mongodb.com
Technische Dokumentationwww.alibabacloud.com/­help/­doc-detail/­93776.htmdocs.citusdata.comgeode.apache.org/­docsdocs.microsoft.com/­en-us/­azure/­data-explorerwww.mongodb.com/­docs/­manual
EntwicklerAlibabaOriginally developed by Gemstone. They outsourced the project to Apache in 2015 but still deliver a commercial version as Gemfire.MicrosoftMongoDB, Inc
Erscheinungsjahr2010200220192009
Aktuelle Version8.1, Dezember 20181.1, February 2017cloud service with continuous releases6.0.7, Juni 2023
Lizenz infoCommercial or Open SourcekommerziellOpen Source infoAGPL, commercial license also availableOpen Source infoApache Version 2; commercial licenses available as GemfirekommerziellOpen Source infoMongoDB Inc.'s Server Side Public License v1. Prior versions were published under GNU AGPL v3.0. Commercial licenses are also available.
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarjaneinneinjanein infoMongoDB available as DBaaS (MongoDB Atlas)
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
  • MongoDB Atlas: Global multi-cloud database with unmatched data distribution and mobility across AWS, Azure, and Google Cloud, built-in automation for resource and workload optimization, and so much more.
  • MongoDB Flex @ STACKIT offers managed MongoDB Instances with adjustable CPU, RAM, storage amount and speed, in enterprise grade to perfectly match all application requirements. All services are 100% GDPR-compliant.
ImplementierungsspracheCJavaC++
Server BetriebssystemegehostetLinuxAlle Betriebssysteme mit einer Java VM infothe JDK (8 or later) is also requiredgehostetLinux
OS X
Solaris
Windows
DatenschemajajaschemafreiFixed schema with schema-less datatypes (dynamic)schemafrei infoObwohl schemafrei haben Dokumente einer Collection dennoch häufig die selbe Struktur
Typisierung infovordefinierte Datentypen, z.B. float oder datejajajaja infobool, datetime, dynamic, guid, int, long, real, string, timespan, double: docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-typesja infostring, integer, double, decimal, boolean, date, object_id, geospatial
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTjaja infospecific XML type available, but no XML query functionalityneinja
Sekundärindizesjajaneinall fields are automatically indexedja
SQL infoSupport of SQLjaja infostandard, with numerous extensionsSQL-like query language (OQL)Kusto Query Language (KQL), SQL subsetRead-only SQL queries via the MongoDB Atlas SQL Interface
APIs und andere ZugriffskonzepteJDBC
ODBC
ADO.NET
JDBC
native C library
ODBC
streaming API for large objects
Java Client API
Memcached Protokoll
RESTful HTTP API
Microsoft SQL Server communication protocol (MS-TDS)
RESTful HTTP API
GraphQL
HTTP REST
Prisma
Proprietäres Protokoll basierend auf JSON
Unterstützte ProgrammiersprachenC#
Java
PHP
Python
.Net
C
C++
Delphi
Java
JavaScript (Node.js)
Perl
PHP
Python
Tcl
.Net
All JVM based languages
C++
Groovy
Java
Scala
.Net
Go
Java
JavaScript (Node.js)
PowerShell
Python
R
Actionscript infoinoffizielle Driver
C
C#
C++
Clojure infoinoffizielle Driver
ColdFusion infoinoffizielle Driver
D infoinoffizielle Driver
Dart infoinoffizielle Driver
Delphi infoinoffizielle Driver
Erlang
Go
Groovy infoinoffizielle Driver
Haskell
Java
JavaScript
Kotlin
Lisp infoinoffizielle Driver
Lua infoinoffizielle Driver
MatLab infoinoffizielle Driver
Perl
PHP
PowerShell infoinoffizielle Driver
Prolog infoinoffizielle Driver
Python
R infoinoffizielle Driver
Ruby
Rust
Scala
Smalltalk infoinoffizielle Driver
Swift
Server-seitige Scripts infoStored Proceduresjabenutzerdefinierte Funktionen inforealized in proprietary language PL/pgSQL or with common languages like Perl, Python, Tcl etc.benutzerdefinierte FunktionenYes, possible languages: KQL, Python, RJavaScript
Triggersjajaja infoCache Event Listenersja infosee docs.microsoft.com/­en-us/­azure/­kusto/­management/­updatepolicyja infoin MongoDB Atlas only
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infoImplicit feature of the cloud serviceShardingShardingSharding infoImplicit feature of the cloud serviceSharding infoPartitioned by hashed, ranged, or zoned sharding keys. Live resharding allows users to change their shard keys as an online operation with zero downtime.
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja infoImplicit feature of the cloud serviceSource-Replica Replikation infoother methods possible by using 3rd party extensionsMulti-Source Replikationja infoImplicit feature of the cloud service. Replication either local, cross-facility or geo-redundant.Multi-Source deployments with MongoDB Atlas Global Clusters
Source-Replica Replikation
MapReduce infoBietet ein API für Map/Reduce OperationenneinneinneinSpark connector (open source): github.com/­Azure/­azure-kusto-sparkja
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyImmediate ConsistencyEventual ConsistencyEventual Consistency
Immediate Consistency
Eventual Consistency infocan be individually decided for each read operation
Immediate Consistency infodefault behaviour
Fremdschlüssel inforeferenzielle Integritätjajaneinneinnein infoNormalerweise nicht gebraucht, abgeschwächte Variante mit DBRef
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenACIDACIDyes, on a single nodeneinMulti-document ACID Transactions with snapshot isolation
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajajaja
Durability infoDauerhafte Speicherung der Datenjajajajaja infooptional, enabled by default
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenjaneinjaneinja infoIn-memory storage engine introduced with MongoDB version 3.2
Berechtigungskonzept infoZugriffskontrolleBenutzer mit feingranularem Berechtigungskonzept entsprechend SQL-StandardBenutzer mit feingranularem Berechtigungskonzept entsprechend SQL-StandardAccess rights per client and object definableAzure Active Directory AuthenticationZugriffsrechte für Benutzer und Rollen
Weitere Informationen bereitgestellt vom Systemhersteller
Alibaba Cloud AnalyticDB for MySQLCitusGeodeMicrosoft Azure Data ExplorerMongoDB
Specific characteristicsA real-time data warehousing service that can process PB data with high concurrency...
» mehr
MongoDB provides an integrated suite of cloud database and data services to accelerate...
» mehr
Competitive advantagesTPC Benchmark: The world leading result in TPC-DS benchmark . TPC-H benchmark for...
» mehr
Built around the flexible document data model and unified API, MongoDB is a developer...
» mehr
Typical application scenariosAI-enriched intelligent apps (Continental, Telefonica, Iron Mountain) Internet of...
» mehr
Key customersADP, Adobe, Amadeus, AstraZeneca, Auto Trader, Barclays, BBVA, Bosch, Cisco, CERN,...
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Market metricsHundreds of millions downloads, over 150,000+ Atlas clusters provisioned every month...
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Licensing and pricing modelsAvailable regions: America US Virginia US Silicon Valley Asia China Hong Kong India...
» mehr
MongoDB database server: Server-Side Public License (SSPL) . Commercial licenses...
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Weitere Ressourcen
Alibaba Cloud AnalyticDB for MySQLCitusGeodeMicrosoft Azure Data ExplorerMongoDB
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