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DBMS > Elasticsearch vs. Ignite vs. Microsoft Azure Data Explorer

Vergleich der Systemeigenschaften Elasticsearch vs. Ignite vs. Microsoft Azure Data Explorer

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NameElasticsearch  Xaus Vergleich ausschliessenIgnite  Xaus Vergleich ausschliessenMicrosoft Azure Data Explorer  Xaus Vergleich ausschliessen
KurzbeschreibungEine moderne Such- und Analyseplattform basierend auf Apache Lucene infoElasticsearch lets you perform and combine many types of searches such as structured, unstructured, geo, and metricApache Ignite is a memory-centric distributed database, caching, and processing platform for transactional, analytical, and streaming workloads, delivering in-memory speeds at petabyte scale.Fully managed big data interactive analytics platform
Primäres DatenbankmodellSuchmaschineKey-Value Store
Relational DBMS
Relational DBMS infocolumn oriented
Sekundäre DatenbankmodelleDocument Store
Spatial DBMS
Document 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)
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
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte155,76
Rang#8  Overall
#1  Suchmaschinen
Punkte4,49
Rang#76  Overall
#11  Key-Value Stores
#42  Relational DBMS
Punkte5,07
Rang#70  Overall
#38  Relational DBMS
Websitewww.elastic.co/­elasticsearchignite.apache.orgazure.microsoft.com/­services/­data-explorer
Technische Dokumentationwww.elastic.co/­guide/­en/­elasticsearch/­reference/­current/­index.htmlapacheignite.readme.io/­docsdocs.microsoft.com/­en-us/­azure/­data-explorer
EntwicklerElasticApache Software FoundationMicrosoft
Erscheinungsjahr201020152019
Aktuelle Version7.8.0, Juni 2020Apache Ignite 2.6cloud service with continuous releases
Lizenz infoCommercial or Open SourceOpen Source infoApache Version 2; Elastic LicenseOpen Source infoApache 2.0kommerziell
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinja
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
Elasticsearch Service on Elastic Cloud: Try out the official hosted Elasticsearch and Kibana offering available on Amazon Web Services, Google Cloud and Microsoft Azure that's powered by the creators of Elasticsearch.
ImplementierungsspracheJavaC++, Java, .Net
Server BetriebssystemeAlle Betriebssysteme mit einer Java VMLinux
OS X
Solaris
Windows
gehostet
Datenschemaschemafrei infoFlexible Typdefinitionen, die - sobald definiert - persistent bleiben.jaFixed schema with schema-less datatypes (dynamic)
Typisierung infovordefinierte Datentypen, z.B. float oder datejajaja infobool, datetime, dynamic, guid, int, long, real, string, timespan, double: docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-types
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinjaja
Sekundärindizesja infoAlle Suchfelder werden automatisch indiziertjaall fields are automatically indexed
SQL infoSupport of SQLSQL-like query languageANSI-99 for query and DML statements, subset of DDLKusto Query Language (KQL), SQL subset
APIs und andere ZugriffskonzepteJava API
RESTful HTTP/JSON API
HDFS API
Hibernate
JCache
JDBC
ODBC
Proprietäres Protokoll
RESTful HTTP API
Spring Data
Microsoft SQL Server communication protocol (MS-TDS)
RESTful HTTP API
Unterstützte Programmiersprachen.Net
Groovy
Community Contributed Clients
Java
JavaScript
Perl
PHP
Python
Ruby
C#
C++
Java
PHP
Python
Ruby
Scala
.Net
Go
Java
JavaScript (Node.js)
PowerShell
Python
R
Server-seitige Scripts infoStored Proceduresjayes (compute grid and cache interceptors can be used instead)Yes, possible languages: KQL, Python, R
Triggersja infoMittels Verwendung des 'Percolation' featuresyes (cache interceptors and events)ja infosee docs.microsoft.com/­en-us/­azure/­kusto/­management/­updatepolicy
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenShardingShardingSharding infoImplicit feature of the cloud service
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenjayes (replicated cache)ja infoImplicit feature of the cloud service. Replication either local, cross-facility or geo-redundant.
MapReduce infoBietet ein API für Map/Reduce OperationenES-Hadoop Connectoryes (compute grid and hadoop accelerator)nein
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemEventual Consistency infoSynchrone dokumentenbasierte Replikation. Write consistency konfigurierbar: one, quorum, allImmediate ConsistencyEventual Consistency
Immediate Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinACIDnein
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajaja
Durability infoDauerhafte Speicherung der Datenjajaja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenMemcached and Redis integrationjanein
Berechtigungskonzept infoZugriffskontrolleSecurity Hooks for custom implementationsAzure Active Directory Authentication
Weitere Informationen bereitgestellt vom Systemhersteller
ElasticsearchIgniteMicrosoft Azure Data Explorer
Specific characteristicsElasticsearch is an open source search and analytics engine. As the heart of the...
» mehr
Azure Data Explorer is a fast and highly scalable data exploration service for log...
» mehr
Competitive advantagesOpen source Real-time indexsearch, and analysis Horizontally scalable Distributed...
» mehr
Kusto Query Language (innovative query language, optimized for high performance data...
» mehr
Typical application scenariosEnterprise search (search experiences for your workplace, apps, and websites), observability...
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IoT applications IoT devices generate billions of sensor readings. Normalizing and...
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Key customersThousands of organizations worldwide, including Cisco, eBay, Goldman Sachs, Microsoft,...
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Microsoft, DocuSign, Taboola, Bosch, Siemens Healthineers, Bühler, Ecolab, Zoomd
» mehr
Market metricsPublic as of October 2018 Distributed workforce with 1900+ employees around the globe​...
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Azure Data Explorer is the data service for Azure Monitor, Azure Time Series Insights,...
» mehr
Licensing and pricing modelsThe Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash) is free and open source...
» mehr

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Weitere Ressourcen
ElasticsearchIgniteMicrosoft Azure Data Explorer
DB-Engines Blog Posts

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2. Januar 2018, Paul Andlinger, Matthias Gelbmann

Elasticsearch moved into the top 10 most popular database management systems
3. Juli 2017, Matthias Gelbmann

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2. März 2016, Paul Andlinger

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