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DBMS > Apache Druid vs. Elasticsearch vs. Google Cloud Bigtable vs. RocksDB

Vergleich der Systemeigenschaften Apache Druid vs. Elasticsearch vs. Google Cloud Bigtable vs. RocksDB

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NameApache Druid  Xaus Vergleich ausschliessenElasticsearch  Xaus Vergleich ausschliessenGoogle Cloud Bigtable  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 metricGoogle's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail.Embeddable 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
Punkte3,58
Rang#88  Overall
#7  Wide Column Stores
Punkte3,58
Rang#87  Overall
#14  Key-Value Stores
Websitedruid.apache.orgwww.elastic.co/­elasticsearchcloud.google.com/­bigtablerocksdb.org
Technische Dokumentationdruid.apache.org/­docs/­latest/­designwww.elastic.co/­guide/­en/­elasticsearch/­reference/­current/­index.htmlcloud.google.com/­bigtable/­docsgithub.com/­facebook/­rocksdb/­wiki
EntwicklerApache Software Foundation and contributorsElasticGoogleFacebook, Inc.
Erscheinungsjahr2012201020152013
Aktuelle Version0.21.0, April 20217.8.0, Juni 20206.20.3, Mai 2021
Lizenz infoCommercial or Open SourceOpen Source infoApache license v2Open Source infoApache Version 2; Elastic LicensekommerziellOpen Source infoBSD
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinjanein
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.
ImplementierungsspracheJavaJavaC++
Server BetriebssystemeLinux
OS X
Unix
Alle Betriebssysteme mit einer Java VMgehostet
Datenschemaja infoschema-less columns are supportedschemafrei infoFlexible Typdefinitionen, die - sobald definiert - persistent bleiben.schemafreischemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder datejajaneinnein
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
gRPC (using protocol buffers) API
HappyBase (Python library)
HBase compatible API (Java)
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++
Go
Java
JavaScript (Node.js)
Python
C++
Java
Server-seitige Scripts infoStored Proceduresneinjaneinnein
Triggersneinja infoMittels Verwendung des 'Percolation' featuresneinnein
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 EnginesjaInternal replication in Colossus, and regional replication between two clusters in different zoneskeine
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 (for a single cluster), Eventual consistency (for two or more replicated clusters)
Fremdschlüssel inforeferenzielle Integritätneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinneinAtomic single-row operationsja
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 integrationneinja
Berechtigungskonzept infoZugriffskontrolleRBAC using LDAP or Druid internals for users and groups for read/write by datasource and systemAccess rights for users, groups and roles based on Google Cloud Identity and Access Management (IAM)nein
Weitere Informationen bereitgestellt vom Systemhersteller
Apache DruidElasticsearchGoogle Cloud BigtableRocksDB
Specific characteristicsElasticsearch is an open source search and analytics engine. As the heart of the...
» mehr
Competitive advantagesOpen source Real-time indexsearch, and analysis Horizontally scalable Distributed...
» mehr
Typical application scenariosEnterprise search (search experiences for your workplace, apps, and websites), observability...
» mehr
Key customersThousands of organizations worldwide, including Cisco, eBay, Goldman Sachs, Microsoft,...
» mehr
Market metricsPublic as of October 2018 Distributed workforce with 1900+ employees around the globe​...
» mehr
Licensing and pricing modelsThe Elastic Stack (Elasticsearch, Kibana, Beats, and Logstash) is free and open source...
» mehr

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Weitere Ressourcen
Apache DruidElasticsearchGoogle Cloud BigtableRocksDB
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