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DBMS > ClickHouse vs. Memcached vs. Microsoft Azure Data Explorer vs. ToroDB vs. VictoriaMetrics

Vergleich der Systemeigenschaften ClickHouse vs. Memcached vs. Microsoft Azure Data Explorer vs. ToroDB vs. VictoriaMetrics

Redaktionelle Informationen bereitgestellt von DB-Engines
NameClickHouse  Xaus Vergleich ausschliessenMemcached  Xaus Vergleich ausschliessenMicrosoft Azure Data Explorer  Xaus Vergleich ausschliessenToroDB  Xaus Vergleich ausschliessenVictoriaMetrics  Xaus Vergleich ausschliessen
KurzbeschreibungColumn-oriented Relational DBMS powering YandexIn-memory Key-Value Store, ursprünglich entwickelt für CachingFully managed big data interactive analytics platformA MongoDB-compatible JSON document store, built on top of PostgreSQLA fast, cost-effective and scalable Time Series DBMS and monitoring solution
Primäres DatenbankmodellRelational DBMSKey-Value StoreRelational DBMS infocolumn orientedDocument StoreTime Series DBMS
Sekundäre DatenbankmodelleTime Series DBMSDocument 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
Punkte10,68
Rang#45  Overall
#29  Relational DBMS
Punkte26,02
Rang#31  Overall
#4  Key-Value Stores
Punkte5,67
Rang#66  Overall
#36  Relational DBMS
Punkte0,02
Rang#339  Overall
#49  Document Stores
Punkte0,54
Rang#232  Overall
#16  Time Series DBMS
Websiteclickhouse.techwww.memcached.orgazure.microsoft.com/­services/­data-explorerwww.torodb.comvictoriametrics.com
Technische Dokumentationclickhouse.tech/­docsgithub.com/­memcached/­memcached/­wikidocs.microsoft.com/­en-us/­azure/­data-explorerwww.torodb.com/­stampede/­docsdocs.victoriametrics.com
github.com/­VictoriaMetrics/­VictoriaMetrics/­wiki
EntwicklerYandex LLCDanga Interactive infoursprünglich von Brad Fitzpatrick für LiveJournal entwickeltMicrosoft8KdataVictoriaMetrics
Erscheinungsjahr20162003201920162018
Aktuelle Versionv20.11.3.3-stable, November 20201.6.9, November 2020cloud service with continuous releasesv1.63, July 2021
Lizenz infoCommercial or Open SourceOpen Source infoApache 2.0Open Source infoBSD LizenzkommerziellOpen Source infoAGPL-V3Open Source infoApache Version 2.0
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinjaneinnein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheC++CJavaGo
Server BetriebssystemeFreeBSD
Linux
macOS
FreeBSD
Linux
OS X
Unix
Windows
gehostetAlle Betriebssysteme mit einer Java 7 VMFreeBSD
Linux
macOS
OpenBSD
DatenschemajaschemafreiFixed schema with schema-less datatypes (dynamic)schemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder datejaneinja infobool, datetime, dynamic, guid, int, long, real, string, timespan, double: docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-typesja infostring, integer, double, boolean, date, object_id
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinjaneinnein
Sekundärindizesneinneinall fields are automatically indexed
SQL infoSupport of SQLClose to ANSI SQLneinKusto Query Language (KQL), SQL subsetnein
APIs und andere ZugriffskonzepteHTTP REST
JDBC
ODBC
Proprietäres Protokoll
Propriätäres ProtokollMicrosoft SQL Server communication protocol (MS-TDS)
RESTful HTTP API
Graphite protocol
InfluxDB Line Protocol
OpenTSDB
Prometheus Query API
Prometheus Remote Read/Write
Unterstützte ProgrammiersprachenC# info3rd party library
C++
Elixir info3rd party library
Go info3rd party library
Java info3rd party library
JavaScript (Node.js) info3rd party library
Kotlin info3rd party library
Nim info3rd party library
Perl info3rd party library
PHP info3rd party library
Python info3rd party library
R info3rd party library
Ruby info3rd party library
Scala info3rd party library
.Net
C
C++
ColdFusion
Erlang
Java
Lisp
Lua
OCaml
Perl
PHP
Python
Ruby
.Net
Go
Java
JavaScript (Node.js)
PowerShell
Python
R
Server-seitige Scripts infoStored ProceduresneinneinYes, possible languages: KQL, Python, Rnein
Triggersneinneinja infosee docs.microsoft.com/­en-us/­azure/­kusto/­management/­updatepolicyneinnein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenkeineSharding infoImplicit feature of the cloud serviceSharding
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenkeine infoRepcached, ein Memcached Patch, liefert Replicationja infoImplicit feature of the cloud service. Replication either local, cross-facility or geo-redundant.Source-Replica ReplikationSynchronous replication
MapReduce infoBietet ein API für Map/Reduce Operationenneinneinneinnein
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyEventual Consistency
Immediate Consistency
Eventual Consistency
Immediate Consistency
Eventual Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren Datenmanipulationenneinneinneinneinnein
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajajaja
Durability infoDauerhafte Speicherung der Datenjaneinjajaja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenjaneinnein
Berechtigungskonzept infoZugriffskontrolleAccess rights for users and rolesja infomittels SASL (Simple Authentication and Security Layer) ProtokollAzure Active Directory AuthenticationZugriffsrechte für Benutzer und Rollen
Weitere Informationen bereitgestellt vom Systemhersteller
ClickHouseMemcachedMicrosoft Azure Data ExplorerToroDBVictoriaMetrics
Specific characteristicsAzure Data Explorer is a fast and highly scalable data exploration service for log...
» mehr
High performance, horizontally scalable time series database and monitoring solution...
» mehr
Competitive advantagesKusto Query Language (innovative query language, optimized for high performance data...
» mehr
Specifically designed for highly loaded workloads Addresses most of the scalability...
» mehr
Typical application scenariosIoT applications IoT devices generate billions of sensor readings. Normalizing and...
» mehr
When the current monitoring solution can't keep up with increasing workload Kubernetes...
» mehr
Key customersMicrosoft, DocuSign, Taboola, Bosch, Siemens Healthineers, Bühler, Ecolab, Zoomd
» mehr
Grammarly, Wix.com, adidas, Sensedia, Brandwatch, CERN, COLOPL, Razorpay See our...
» mehr
Market metricsAzure Data Explorer is the data service for Azure Monitor, Azure Time Series Insights,...
» mehr
4.9k stars and 70+ contributors on GitHub 20M+ downloads Thousands of active users...
» mehr
Licensing and pricing modelsVictoriaMetrics comes in two versions: an open source version and an Enterprise version....
» mehr

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Weitere Ressourcen
ClickHouseMemcachedMicrosoft Azure Data ExplorerToroDBVictoriaMetrics
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