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DBMS > Google Cloud Bigtable vs. Milvus vs. Redis

Vergleich der Systemeigenschaften Google Cloud Bigtable vs. Milvus vs. Redis

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NameGoogle Cloud Bigtable  Xaus Vergleich ausschliessenMilvus  Xaus Vergleich ausschliessenRedis  Xaus Vergleich ausschliessen
KurzbeschreibungGoogle'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 searchesPopular in-memory data platform used as a cache, message broker, and database that can be deployed on-premises, across clouds, and hybrid environments infoRedis legt höchsten Wert auf Performanz. Bei Designentscheidungen wird typischerweise Performanz der Vorzug vor Features oder Speicherbedarf gegeben.
Primäres DatenbankmodellKey-Value Store
Wide Column Store
Vektor DBMSKey-Value Store infoMultiple data types and a rich set of operations, as well as configurable data expiration, eviction and persistence
Sekundäre DatenbankmodelleDocument Store infowith RedisJSON
Graph DBMS infowith RedisGraph
Spatial DBMS
Suchmaschine infowith RediSearch
Time Series DBMS infowith RedisTimeSeries
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte4,80
Rang#85  Overall
#12  Key-Value Stores
#8  Wide Column Stores
Punkte1,31
Rang#205  Overall
#3  Vektor DBMS
Punkte167,35
Rang#6  Overall
#1  Key-Value Stores
Websitecloud.google.com/­bigtablemilvus.ioredis.com
redis.io
Technische Dokumentationcloud.google.com/­bigtable/­docsmilvus.io/­docs/­overview.mddocs.redis.com/­latest/­index.html
redis.io/­documentation
Social network pagesLinkedInTwitterFacebookYouTubeDiscord
EntwicklerGoogleRedis project core team, inspired by Salvatore Sanfilippo infoEntwicklung von Redis Inc finanziert
Erscheinungsjahr201520192009
Aktuelle Version2.2, November 20227.0.11, April 2023
Lizenz infoCommercial or Open SourcekommerziellOpen Source infoApache Version 2.0Open Source infosource-available extensions (modules), commercial licenses for Redis Enterprise
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarjaneinnein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
Zilliz Cloud – Cloud-native service for Milvus
  • Redis Enterprise Cloud: Instantly scale and pay only for the resources you need - on any cloud - AWS, Azure or Google Cloud.
  • Aiven for Redis: Fully managed in-memory key-value store, for all your caching and speedy lookup needs.
  • ScaleGrid Hosting for Redis: Fully managed hosting for Redis on a wide variety of cloud providers and On-Premises. Get advanced monitoring and automate your management through one centralized platform.
ImplementierungsspracheC++, GoC
Server BetriebssystemegehostetLinux
macOS info10.14 or later
Windows infowith WSL 2 enabled
BSD
Linux
OS X
Windows infoportiert und gewartet durch Microsoft Open Technologies, Inc.
Datenschemaschemafreischemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder dateneinVector, Numeric and Stringteilweise infoSupported data types are strings, hashes, lists, sets and sorted sets, bit arrays, hyperloglogs and geospatial indexes
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTneinneinnein
Sekundärindizesneinneinja infowith RediSearch module
SQL infoSupport of SQLneinneinnein
APIs und andere ZugriffskonzeptegRPC (using protocol buffers) API
HappyBase (Python library)
HBase compatible API (Java)
RESTful HTTP APIProprietäres Protokoll infoRESP - REdis Serialization Protocol
Unterstützte ProgrammiersprachenC#
C++
Go
Java
JavaScript (Node.js)
Python
C++
Go
Java
JavaScript (Node.js)
Python
C
C#
C++
Clojure
Crystal
D
Dart
Elixir
Erlang
Fancy
Go
Haskell
Haxe
Java
JavaScript (Node.js)
Lisp
Lua
MatLab
Objective-C
OCaml
Pascal
Perl
PHP
Prolog
Pure Data
Python
R
Rebol
Ruby
Rust
Scala
Scheme
Smalltalk
Swift
Tcl
Visual Basic
Server-seitige Scripts infoStored ProceduresneinneinLua; Redis Functions coming in Redis 7 (slides and Github)
Triggersneinneinpublish/subscribe channels provide some trigger functionality; RedisGears
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenShardingShardingSharding infoAutomatic hash-based sharding with support for hash-tags for manual sharding
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren KnotenInternal replication in Colossus, and regional replication between two clusters in different zonesMulti-Source Replikation infowith Redis Enterprise Pack
Source-Replica Replikation infoChained replication wird unterstützt
MapReduce infoBietet ein API für Map/Reduce Operationenjaneinthrough RedisGears
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate consistency (for a single cluster), Eventual consistency (for two or more replicated clusters)Bounded Staleness
Eventual Consistency
Immediate Consistency
Session Consistency
Tunable Consistency
Eventual Consistency
Causal consistency can be enabled in Active-Active databases
Strong consistency with Redis Raft
Strong eventual consistency with Active-Active
Fremdschlüssel inforeferenzielle Integritätneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren DatenmanipulationenAtomic single-row operationsneinAtomic execution of command blocks and scripts and optimistic locking
Concurrency infoUnterstützung von gleichzeitig ausgeführten Datenmanipulationenjajaja infoDatenzugriffe werden vom Server serialisiert
Durability infoDauerhafte Speicherung der Datenjajaja infokonfigurierbare Persistenzmechanismen via snapshots oder logs
In-Memory Unterstützung infoGibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu haltenneinneinja
Berechtigungskonzept infoZugriffskontrolleAccess rights for users, groups and roles based on Google Cloud Identity and Access Management (IAM)neinAccess Control Lists (ACLs): redis.io/­topics/­acl
LDAP and Role-Based Access Control (RBAC) for Redis Enterprise
Mutual TLS authentication: redis.io/­topics/­encryption
Password-based authentication
Weitere Informationen bereitgestellt vom Systemhersteller
Google Cloud BigtableMilvusRedis
Specific characteristicsMilvus is an open-source and cloud-native vector database built for production-ready...
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The Redis real-time data platform builds upon the unmatched simplicity and speed...
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Competitive advantagesHighly available, versatile, and robust with millisecond latency. Supports batch...
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Redis Enterprise is a robust in-memory database platform built by the people who...
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Typical application scenariosVideo media : video understanding, video deduplication. E-commerce and mobile applications...
» mehr
Redis Enterprise is used by large enterprise, startup, and government organizations...
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Key customersMilvus is trusted by over 1,000 enterprises, including Baidu, eBay, IKEA, LINE, Shopee,...
» mehr
Verizon, Vodafone, Atlassian, Trip Advisor, Jet.com, Nokia, Samsung, HTC, Docker,...
» mehr
Market metricsAs of February 2023, 14k+ GitHub stars 2M+ downloads and installations 1000+ enterprise...
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Most launched Docker container per day according to Docker Hub (7.2M launches per...
» mehr
Licensing and pricing modelsMilvus was released under the open-source Apache License 2.0 in October 2019. Fully-managed...
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Redis Enterprise Cloud lets users scale up and down instantly, and pay only for the...
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Zugehörige Produkte und Dienstleistungen
DrittanbieterAiven for Redis: Store and access your data quickly and efficiently.
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Read the Redis NoSQL benchmark report.
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