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DBMS > Apache Druid vs. Elasticsearch vs. HBase vs. RocksDB

Vergleich der Systemeigenschaften Apache Druid vs. Elasticsearch vs. HBase vs. RocksDB

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Redaktionelle Informationen bereitgestellt von DB-Engines
NameApache Druid  Xaus Vergleich ausschliessenElasticsearch  Xaus Vergleich ausschliessenHBase  Xaus Vergleich ausschliessenRocksDB  Xaus Vergleich ausschliessen
KurzbeschreibungOpen-source analytics data store designed for sub-second OLAP queries on high dimensionality and high cardinality dataEine moderne Such- und Analyseplattform basierend auf Apache Lucene infoElasticsearch lets you perform and combine many types of searches such as structured, unstructured, geo, and metricWide-Column Store basierend auf Apache Hadoop und auf Konzepten von BigTableEmbeddable persistent key-value store optimized for fast storage (flash and RAM)
Primäres DatenbankmodellRelational DBMS
Time Series DBMS
SuchmaschineWide Column StoreKey-Value Store
Sekundäre DatenbankmodelleDocument Store
Spatial DBMS
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte2,81
Rang#100  Overall
#51  Relational DBMS
#6  Time Series DBMS
Punkte154,71
Rang#8  Overall
#1  Suchmaschinen
Punkte43,52
Rang#23  Overall
#2  Wide Column Stores
Punkte3,58
Rang#87  Overall
#14  Key-Value Stores
Websitedruid.apache.orgwww.elastic.co/­elasticsearchhbase.apache.orgrocksdb.org
Technische Dokumentationdruid.apache.org/­docs/­latest/­designwww.elastic.co/­guide/­en/­elasticsearch/­reference/­current/­index.htmlhbase.apache.orggithub.com/­facebook/­rocksdb/­wiki
EntwicklerApache Software Foundation and contributorsElasticApache Software Foundation infoApache Top-Level Projekt, ursprünglich entwickelt von PowersetFacebook, Inc.
Erscheinungsjahr2012201020082013
Aktuelle Version0.21.0, April 20217.8.0, Juni 20202.3.4, Jaenner 20216.20.3, Mai 2021
Lizenz infoCommercial or Open SourceOpen Source infoApache license v2Open Source infoApache Version 2; Elastic LicenseOpen Source infoApache Version 2Open Source infoBSD
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinneinnein
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.Cloudera Operational Database: Cloud-native autonomous Apache HBase for unparalleled scale, performance and reliability. Automate and simplify database management with capabilities like auto-scale, auto-heal, and auto-tune.
ImplementierungsspracheJavaJavaJavaC++
Server BetriebssystemeLinux
OS X
Unix
Alle Betriebssysteme mit einer Java VMLinux
Unix
Windows infomit Cygwin
Datenschemaja infoschema-less columns are supportedschemafrei infoFlexible Typdefinitionen, die - sobald definiert - persistent bleiben.schema-free, schema definition possibleschemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder datejajaoptions to bring your own types, AVROnein
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinneinneinnein
Sekundärindizesjaja infoAlle Suchfelder werden automatisch indiziertneinnein
SQL infoSupport of SQLSQL for queryingSQL-like query languageneinnein
APIs und andere ZugriffskonzepteJDBC
RESTful HTTP/JSON API
Java API
RESTful HTTP/JSON API
Java API
RESTful HTTP API
Thrift
C++ API
Java API
Unterstützte ProgrammiersprachenClojure
JavaScript
PHP
Python
R
Ruby
Scala
.Net
Groovy
Community Contributed Clients
Java
JavaScript
Perl
PHP
Python
Ruby
C
C#
C++
Groovy
Java
PHP
Python
Scala
C++
Java
Server-seitige Scripts infoStored Proceduresneinjaja infoCoprocessors in Javanein
Triggersneinja infoMittels Verwendung des 'Percolation' featuresjanein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infomanual/auto, time-basedShardingShardingkeine
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja, durch HDFS, S3 oder andere Storage EnginesjaMulti-Source Replikation
Source-Replica Replikation
keine
MapReduce infoBietet ein API für Map/Reduce OperationenneinES-Hadoop Connectorjanein
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyEventual Consistency infoSynchrone dokumentenbasierte Replikation. Write consistency konfigurierbar: one, quorum, allImmediate Consistency or Eventual Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinneinSingle row ACID (across millions of columns)ja
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajaja
Durability infoDauerhafte Speicherung der Datenjajajaja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenneinMemcached and Redis integrationjaja
Berechtigungskonzept infoZugriffskontrolleRBAC using LDAP or Druid internals for users and groups for read/write by datasource and systemAccess Control Lists (ACL) for RBAC, integration with Apache Ranger for RBAC & ABACnein
Weitere Informationen bereitgestellt vom Systemhersteller
Apache DruidElasticsearchHBaseRocksDB
Specific characteristicsElasticsearch is an open source search and analytics engine. As the heart of the...
» mehr
Apache HBase is the leading NoSQL, distributed database management system, well suited...
» mehr
Competitive advantagesOpen source Real-time indexsearch, and analysis Horizontally scalable Distributed...
» mehr
No single point of failure ensures very high availability with multiple customers...
» mehr
Typical application scenariosEnterprise search (search experiences for your workplace, apps, and websites), observability...
» mehr
Internet of Things (IOT), fraud detection applications, recommendation engines, product...
» mehr
Key customersThousands of organizations worldwide, including Cisco, eBay, Goldman Sachs, Microsoft,...
» mehr
Apple, Salesforce, Cerner, Allegis Group, Bloomberg, Airtel, Thomson Reuters, Dish,...
» mehr
Market metricsPublic as of October 2018 Distributed workforce with 1900+ employees around the globe​...
» mehr
#1 largest NoSQL database by revenue
» mehr
Licensing and pricing modelsThe Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash) is free and open source...
» mehr
Apache license P ricing for commercial distribution provided by Cloudera and available...
» mehr

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Weitere Ressourcen
Apache DruidElasticsearchHBaseRocksDB
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