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DBMS > Ignite vs. Microsoft Azure Data Explorer vs. Spark SQL vs. Titan

Vergleich der Systemeigenschaften Ignite vs. Microsoft Azure Data Explorer vs. Spark SQL vs. Titan

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NameIgnite  Xaus Vergleich ausschliessenMicrosoft Azure Data Explorer  Xaus Vergleich ausschliessenSpark SQL  Xaus Vergleich ausschliessenTitan  Xaus Vergleich ausschliessen
Titan has been decommisioned after the takeover by Datastax. It will be removed from the DB-Engines ranking. A fork has been open-sourced as JanusGraph.
KurzbeschreibungApache 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 platformSpark SQL ist ein Spark-Modul für die Verarbeitung strukturierter DatenTitan ist ein Graph DBMS optimiert für verteilte Clusters.
Primäres DatenbankmodellKey-Value Store
Relational DBMS
Relational DBMS infocolumn orientedRelational DBMSGraph DBMS
Sekundäre DatenbankmodelleDocument 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
Punkte5,41
Rang#69  Overall
#9  Key-Value Stores
#38  Relational DBMS
Punkte5,67
Rang#66  Overall
#36  Relational DBMS
Punkte22,94
Rang#34  Overall
#20  Relational DBMS
Websiteignite.apache.orgazure.microsoft.com/­services/­data-explorerspark.apache.org/­sqltitan.thinkaurelius.com
Technische Dokumentationapacheignite.readme.io/­docsdocs.microsoft.com/­en-us/­azure/­data-explorerspark.apache.org/­docs/­latest/­sql-programming-guide.htmlgithub.com/­thinkaurelius/­titan/­wiki
EntwicklerApache Software FoundationMicrosoftApache Software FoundationAurelius, owned by DataStax
Erscheinungsjahr2015201920142012
Aktuelle VersionApache Ignite 2.6cloud service with continuous releases3.1.1, Maerz 2021
Lizenz infoCommercial or Open SourceOpen Source infoApache 2.0kommerziellOpen Source infoApache 2.0Open Source infoApache Lizenz, Version 2.0
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinjaneinnein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheC++, Java, .NetScalaJava
Server BetriebssystemeLinux
OS X
Solaris
Windows
gehostetLinux
OS X
Windows
Linux
OS X
Unix
Windows
DatenschemajaFixed schema with schema-less datatypes (dynamic)jaja
Typisierung infovordefinierte Datentypen, z.B. float oder datejaja infobool, datetime, dynamic, guid, int, long, real, string, timespan, double: docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-typesjaja
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTjajanein
Sekundärindizesjaall fields are automatically indexedneinja
SQL infoSupport of SQLANSI-99 for query and DML statements, subset of DDLKusto Query Language (KQL), SQL subsetSQL-like DML and DDL statementsnein
APIs und andere ZugriffskonzepteHDFS API
Hibernate
JCache
JDBC
ODBC
Proprietäres Protokoll
RESTful HTTP API
Spring Data
Microsoft SQL Server communication protocol (MS-TDS)
RESTful HTTP API
JDBC
ODBC
Java API
TinkerPop Blueprints
TinkerPop Frames
TinkerPop Gremlin
TinkerPop Rexster
Unterstützte ProgrammiersprachenC#
C++
Java
PHP
Python
Ruby
Scala
.Net
Go
Java
JavaScript (Node.js)
PowerShell
Python
R
Java
Python
R
Scala
Clojure
Java
Python
Server-seitige Scripts infoStored Proceduresyes (compute grid and cache interceptors can be used instead)Yes, possible languages: KQL, Python, Rneinja
Triggersyes (cache interceptors and events)ja infosee docs.microsoft.com/­en-us/­azure/­kusto/­management/­updatepolicyneinja
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenShardingSharding infoImplicit feature of the cloud serviceyes, utilizing Spark Coreja infoüber integrierbare Storage Backends
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenyes (replicated cache)ja infoImplicit feature of the cloud service. Replication either local, cross-facility or geo-redundant.keineja
MapReduce infoBietet ein API für Map/Reduce Operationenyes (compute grid and hadoop accelerator)neinja infomittels Faunus, eine Graph Analytics Engine
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyEventual Consistency
Immediate Consistency
Eventual Consistency
Immediate Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinja infoBeziehungen in Graph
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenACIDneinneinACID
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajaja
Durability infoDauerhafte Speicherung der Datenjajajaja infoUnterstützt verschiedene Storage Backends: Cassandra, HBase, Berkeley DB, Akiban, Hazelcast
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenjaneinnein
Berechtigungskonzept infoZugriffskontrolleSecurity Hooks for custom implementationsAzure Active Directory AuthenticationneinBenutzer Authentification und Sicherheit via Rexster Graph Server
Weitere Informationen bereitgestellt vom Systemhersteller
IgniteMicrosoft Azure Data ExplorerSpark SQLTitan
Specific characteristicsAzure Data Explorer is a fast and highly scalable data exploration service for log...
» mehr
Competitive advantagesKusto Query Language (innovative query language, optimized for high performance data...
» mehr
Typical application scenariosIoT applications IoT devices generate billions of sensor readings. Normalizing and...
» mehr
Key customersMicrosoft, DocuSign, Taboola, Bosch, Siemens Healthineers, Bühler, Ecolab, Zoomd
» mehr
Market metricsAzure Data Explorer is the data service for Azure Monitor, Azure Time Series Insights,...
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Weitere Ressourcen
IgniteMicrosoft Azure Data ExplorerSpark SQLTitan
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