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DBMS > Alibaba Cloud MaxCompute vs. Google Cloud Bigtable vs. HEAVY.AI vs. Milvus vs. QuestDB

Vergleich der Systemeigenschaften Alibaba Cloud MaxCompute vs. Google Cloud Bigtable vs. HEAVY.AI vs. Milvus vs. QuestDB

Redaktionelle Informationen bereitgestellt von DB-Engines
NameAlibaba Cloud MaxCompute  Xaus Vergleich ausschliessenGoogle Cloud Bigtable  Xaus Vergleich ausschliessenHEAVY.AI infoFormerly named 'OmniSci', rebranded to 'HEAVY.AI' in March 2022  Xaus Vergleich ausschliessenMilvus  Xaus Vergleich ausschliessenQuestDB  Xaus Vergleich ausschliessen
KurzbeschreibungMaxCompute (previously known as ODPS) is a general purpose, fully managed, multi-tenancy data processing platform for large-scale data warehousingGoogle's NoSQL Big Data database service. It's the same database that powers many core Google services, including Search, Analytics, Maps, and Gmail.A high performance, column-oriented RDBMS, specifically developed to harness the massive parallelism of modern CPU and GPU hardwareA DBMS designed for efficient storage of vector data and vector similarity searchesA high performance open source SQL database for time series data
Primäres DatenbankmodellRelational DBMS infoa graph-processing framework is available with the graphs being stored in tablesKey-Value Store
Wide Column Store
Relational DBMSSuchmaschineTime Series DBMS
Sekundäre DatenbankmodelleSpatial DBMSRelational DBMS
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte0,66
Rang#211  Overall
#102  Relational DBMS
Punkte4,26
Rang#86  Overall
#14  Key-Value Stores
#6  Wide Column Stores
Punkte1,29
Rang#153  Overall
#73  Relational DBMS
Punkte0,37
Rang#259  Overall
#17  Suchmaschinen
Punkte1,19
Rang#161  Overall
#12  Time Series DBMS
Websitewww.alibabacloud.com/­product/­maxcomputecloud.google.com/­bigtablegithub.com/­heavyai/­heavydb
www.heavy.ai
milvus.ioquestdb.io
Technische Dokumentationwww.alibabacloud.com/­help/­product/­27797.htmcloud.google.com/­bigtable/­docsdocs.heavy.aimilvus.io/­docs/­overview.mdquestdb.io/­docs/­introduction
EntwicklerAlibabaGoogleHEAVY.AI, Inc.QuestDB Limited
Erscheinungsjahr20162015201620192014
Aktuelle Version5.10, Jänner 20222.0, Jänner 2022
Lizenz infoCommercial or Open SourcekommerziellkommerziellOpen Source infoApache Version 2; enterprise edition availableOpen Source infoApache Version 2.0Open Source infoApache 2.0
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarjajaneinneinnein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheC++ and CUDAC++, GoJava
Server BetriebssystemegehostetgehostetLinuxLinux
macOS info10.14 or later
Windows infowith WSL 2 enabled
Linux
macOS
Windows
Datenschemajaschemafreijaja infoschema-free via InfluxDB Line Protocol
Typisierung infovordefinierte Datentypen, z.B. float oder datejaneinjaNumeric and Stringja
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinneinneinneinnein
Sekundärindizesneinneinneinneinnein
SQL infoSupport of SQLSQL-like query languageneinjaneinSQL-like query language
APIs und andere ZugriffskonzepteFluentd
Flume
MaxCompute Console
gRPC (using protocol buffers) API
HappyBase (Python library)
HBase compatible API (Java)
JDBC
ODBC
Thrift
Vega
RESTful HTTP APIHTTP REST
InfluxDB Line Protocol (TCP/UDP)
JDBC
Unterstützte ProgrammiersprachenJavaC#
C++
Go
Java
JavaScript (Node.js)
Python
All languages supporting JDBC/ODBC/Thrift
Python
C++
Go
Java
JavaScript (Node.js)
Python
C infoPostgreSQL driver
C++
Go
Java
JavaScript (Node.js)
Python
Rust infoover HTTP
Server-seitige Scripts infoStored Proceduresuser defined functions infoin Javaneinneinneinnein
Triggersneinneinneinneinnein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenSharding infoImplicit feature of the cloud serviceShardingSharding infoRound robinShardinghorizontal partitioning (by timestamps)
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja infoImplicit feature of the cloud serviceInternal replication in Colossus, and regional replication between two clusters in different zonesMulti-Source ReplikationConfigurable consistency for N replicas
MapReduce infoBietet ein API für Map/Reduce Operationenjajaneinneinnein
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate ConsistencyImmediate consistency (for a single cluster), Eventual consistency (for two or more replicated clusters)Immediate ConsistencyBounded Staleness
Eventual Consistency
Immediate Consistency
Session Consistency
Tunable Consistency
Immediate Consistency
Fremdschlüssel inforeferenzielle Integritätneinneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenneinAtomic single-row operationsneinneinACID for single-table writes
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 haltenneinneinjaneinja infothrough memory mapped files
Berechtigungskonzept infoZugriffskontrolleAccess rights for users and rolesAccess rights for users, groups and roles based on Google Cloud Identity and Access Management (IAM)Benutzer mit feingranularem Berechtigungskonzept entsprechend SQL-Standardnein
Weitere Informationen bereitgestellt vom Systemhersteller
Alibaba Cloud MaxComputeGoogle Cloud BigtableHEAVY.AI infoFormerly named 'OmniSci', rebranded to 'HEAVY.AI' in March 2022MilvusQuestDB
Specific characteristicsOptimizes memory and compute layers to deliver unprecedented performance. Natively...
» mehr
Milvus is an open-source and cloud-native vector database built for production-ready...
» mehr
Relational model with native time series support Column based storage and time partitioned...
» mehr
Competitive advantagesOnly HEAVY.AI allows users to visually and interactively discover high-value patterns,...
» mehr
Highly available, versatile, and robust with millisecond latency. Supports batch...
» mehr
Real-time data ingestion and istant SQL queries for time series High performance...
» mehr
Typical application scenariosAdvanced analytics, geospatial and time-series analytics, accelerated data science,...
» mehr
Video media : video understanding, video deduplication. E-commerce and mobile applications...
» mehr
Application metrics Financial market data and algo trading DevOps monitoring Real-time...
» 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 modelsHEAVY.AI Free (Free Forever), Foundations ($2k/month), and Enterprise Licensure (Inquire...
» mehr
Milvus was released under the open-source Apache License 2.0 in October 2019. Managed...
» mehr
Apache 2.0.
» mehr
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Weitere Ressourcen
Alibaba Cloud MaxComputeGoogle Cloud BigtableHEAVY.AI infoFormerly named 'OmniSci', rebranded to 'HEAVY.AI' in March 2022MilvusQuestDB
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