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DBMS > Alibaba Cloud MaxCompute vs. Apache Phoenix vs. Google BigQuery vs. Google Cloud Bigtable vs. Milvus

Vergleich der Systemeigenschaften Alibaba Cloud MaxCompute vs. Apache Phoenix vs. Google BigQuery vs. Google Cloud Bigtable vs. Milvus

Redaktionelle Informationen bereitgestellt von DB-Engines
NameAlibaba Cloud MaxCompute  Xaus Vergleich ausschliessenApache Phoenix  Xaus Vergleich ausschliessenGoogle BigQuery  Xaus Vergleich ausschliessenGoogle Cloud Bigtable  Xaus Vergleich ausschliessenMilvus  Xaus Vergleich ausschliessen
KurzbeschreibungMaxCompute (previously known as ODPS) is a general purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousingA scale-out RDBMS with evolutionary schema built on Apache HBaseLarge scale data warehouse service with append-only tablesGoogle's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail.A DBMS designed for efficient storage of vector data and vector similarity searches
Primäres DatenbankmodellRelational DBMS infoa graph-processing framework is available with the graphs being stored in tablesRelational DBMSRelational DBMSKey-Value Store
Wide Column Store
Suchmaschine
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte0,51
Rang#258  Overall
#120  Relational DBMS
Punkte3,37
Rang#104  Overall
#52  Relational DBMS
Punkte52,45
Rang#22  Overall
#14  Relational DBMS
Punkte5,44
Rang#79  Overall
#12  Key-Value Stores
#6  Wide Column Stores
Punkte0,55
Rang#253  Overall
#17  Suchmaschinen
Websitewww.alibabacloud.com/­product/­maxcomputephoenix.apache.orgcloud.google.com/­bigquerycloud.google.com/­bigtablemilvus.io
Technische Dokumentationwww.alibabacloud.com/­help/­product/­27797.htmphoenix.apache.orgcloud.google.com/­bigquery/­docscloud.google.com/­bigtable/­docsmilvus.io/­docs/­overview.md
EntwicklerAlibabaApache Software FoundationGoogleGoogle
Erscheinungsjahr20162014201020152019
Aktuelle Version5.0-HBase2, July 2018 and 4.15-HBase1, December 20192.0, Jänner 2022
Lizenz infoCommercial or Open SourcekommerziellOpen Source infoApache Version 2.0kommerziellkommerziellOpen Source infoApache Version 2.0
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarjaneinjajanein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheJavaC++, Go
Server BetriebssystemegehostetLinux
Unix
Windows
gehostetgehostetLinux
macOS info10.14 or later
Windows infowith WSL 2 enabled
Datenschemajaja infolate-bound, schema-on-read capabilitiesjaschemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder datejajajaneinNumeric and String
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinneinneinneinnein
Sekundärindizesneinjaneinneinnein
SQL infoSupport of SQLSQL-like query languagejajaneinnein
APIs und andere ZugriffskonzepteFluentd
Flume
MaxCompute Console
JDBCRESTful HTTP/JSON APIgRPC (using protocol buffers) API
HappyBase (Python library)
HBase compatible API (Java)
RESTful HTTP API
Unterstützte ProgrammiersprachenJavaC
C#
C++
Go
Groovy
Java
PHP
Python
Scala
.Net
Java
JavaScript
Objective-C
PHP
Python
Ruby
C#
C++
Go
Java
JavaScript (Node.js)
Python
C++
Go
Java
JavaScript (Node.js)
Python
Server-seitige Scripts infoStored Proceduresuser defined functions infoin Javabenutzerdefinierte Funktionenbenutzerdefinierte Funktionen infoin JavaScriptneinnein
Triggersneinneinneinneinnein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infoImplicit feature of the cloud serviceShardingkeineShardingSharding
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja infoImplicit feature of the cloud serviceMulti-Source Replikation
Source-Replica Replikation
Internal replication in Colossus, and regional replication between two clusters in different zones
MapReduce infoBietet ein API für Map/Reduce OperationenjaHadoop integrationneinjanein
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyImmediate Consistency or Eventual ConsistencyImmediate ConsistencyImmediate consistency (for a single cluster), Eventual consistency (for two or more replicated clusters)Bounded Staleness
Eventual Consistency
Immediate Consistency
Session Consistency
Tunable Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinACIDnein infoWeil zur Abfrage von Daten gedachtAtomic single-row operationsnein
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajajajaja
Durability infoDauerhafte Speicherung der Datenjajajajaja
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenneinjaneinneinnein
Berechtigungskonzept infoZugriffskontrolleAccess rights for users and rolesAccess Control Lists (using HBase ACL) for RBAC, integration with Apache Ranger for RBAC & ABAC, multi-tenancyZugriffsrechte (Owner, Writer, Reader) auf Dataset-, Tabellen- und View-Ebene infoGoogle Cloud Identity & Access Management (IAM)Access rights for users, groups and roles based on Google Cloud Identity and Access Management (IAM)nein
Weitere Informationen bereitgestellt vom Systemhersteller
Alibaba Cloud MaxComputeApache PhoenixGoogle BigQueryGoogle Cloud BigtableMilvus
Specific characteristicsMilvus is an open-source and cloud-native vector database built for production-ready...
» mehr
Competitive advantagesHighly available, versatile, and robust with millisecond latency. Supports batch...
» mehr
Typical application scenariosVideo media : video understanding, video deduplication. E-commerce and mobile applications...
» mehr
Key customersMilvus is trusted by over 1,000 enterprises, including Baidu, eBay, IKEA, LINE, Shopee,...
» mehr
Market metricsAs of March 2022, 9.8k+ GitHub stars 1.4k+ Github forks 871k+ docker pulls 2k+ community...
» mehr
Licensing and pricing modelsMilvus was released under the open-source Apache License 2.0 in October 2019. Managed...
» mehr

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Weitere Ressourcen
Alibaba Cloud MaxComputeApache PhoenixGoogle BigQueryGoogle Cloud BigtableMilvus
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