DBMS > InfluxDB vs. MongoDB vs. Neo4j vs. SingleStore vs. SWC-DB
Vergleich der Systemeigenschaften InfluxDB vs. MongoDB vs. Neo4j vs. SingleStore vs. SWC-DB
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Name | InfluxDB Xaus Vergleich ausschliessen | MongoDB Xaus Vergleich ausschliessen | Neo4j Xaus Vergleich ausschliessen | SingleStore former name was MemSQL Xaus Vergleich ausschliessen | SWC-DB Super Wide Column Database Xaus Vergleich ausschliessen | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Kurzbeschreibung | DBMS for storing time series, events and metrics | Einer der meistverwendeten Document Stores | Scalable, ACID-compliant graph database designed with a high-performance distributed cluster architecture, available in self-hosted and cloud offerings | MySQL wire-compliant distributed RDBMS that combines an in-memory row-oriented and a disc-based column-oriented storage with patented universal storage to handle transactional and analytical workloads in one single table type | A high performance, scalable Wide Column DBMS | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Primäres Datenbankmodell | Time Series DBMS | Document Store | Graph DBMS | Relational DBMS | Wide Column Store | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Sekundäre Datenbankmodelle | Spatial DBMS with GEO package | Spatial DBMS Suchmaschine integrated Lucene index, currently in MongoDB Atlas only. Time Series DBMS Time Series Collections introduced in Release 5.0 Vektor DBMS currently available in the MongoDB Atlas cloud service only | Document Store Spatial DBMS Time Series DBMS Vektor DBMS | Time Series DBMS | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Website | www.influxdata.com/products/influxdb-overview | www.mongodb.com | neo4j.com | www.singlestore.com | github.com/kashirin-alex/swc-db www.swcdb.org | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Technische Dokumentation | docs.influxdata.com/influxdb | www.mongodb.com/docs/manual | neo4j.com/docs | docs.singlestore.com | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Entwickler | MongoDB, Inc | Neo4j, Inc. | SingleStore Inc. | Alex Kashirin | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Erscheinungsjahr | 2013 | 2009 | 2007 | 2013 | 2020 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Aktuelle Version | 2.7.6, April 2024 | 6.0.7, Juni 2023 | 5.20, Mai 2024 | 8.5, Jänner 2024 | 0.5, April 2021 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Lizenz Commercial or Open Source | Open Source MIT-License; commercial enterprise version available | Open Source MongoDB Inc.'s Server Side Public License v1. Prior versions were published under GNU AGPL v3.0. Commercial licenses are also available. | Open Source GPL Version3, kommerzielle Lizenzen verfügbar bei Bedarf | kommerziell free developer edition available | Open Source GPL V3 | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Ausschließlich ein Cloud-Service Nur als Cloud-Service verfügbar | nein | nein MongoDB available as DBaaS (MongoDB Atlas) | nein | nein | nein | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| Neo4j Aura: Neo4j’s fully managed cloud service: The zero-admin, always-on graph database for cloud developers. | SingleStoreDB Cloud: The world's fastest, modern cloud database for both operational (OLTP) and analytical (OLAP) workloads. Available instantly with multi-cloud and hybrid-cloud capabilities | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Implementierungssprache | Go | C++ | Java, Scala | C++, Go | C++ | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Server Betriebssysteme | Linux OS X through Homebrew | Linux OS X Solaris Windows | Linux Kann auch Server-los als embedded Java Datenbank verwendet werden. OS X Solaris Windows | Linux 64 bit version required | Linux | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Datenschema | schemafrei | schemafrei Obwohl schemafrei haben Dokumente einer Collection dennoch häufig die selbe Struktur | schemafrei und schema-optional | ja | schemafrei | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Typisierung vordefinierte Datentypen, z.B. float oder date | Numeric data and Strings | ja string, integer, double, decimal, boolean, date, object_id, geospatial | ja | ja | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
XML Unterstützung Verarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLT | nein | nein | nein | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Sekundärindizes | nein | ja | ja Austauschbares Index Subsystem, per Default Apache Lucene | ja | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
SQL Support of SQL | SQL-like query language | Read-only SQL queries via the MongoDB Atlas SQL Interface | nein | yes but no triggers and foreign keys | SQL-like query language | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
APIs und andere Zugriffskonzepte | HTTP API JSON over UDP | GraphQL HTTP REST Prisma Proprietäres Protokoll basierend auf JSON | Bolt protocol Cypher query language Java API Neo4j-OGM Object Graph Mapper RESTful HTTP API Spring Data Neo4j TinkerPop 3 | Cluster Management API as HTTP Rest and CLI HTTP API JDBC MongoDB API ODBC | Proprietäres Protokoll Thrift | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Unterstützte Programmiersprachen | .Net Clojure Erlang Go Haskell Java JavaScript JavaScript (Node.js) Lisp Perl PHP Python R Ruby Rust Scala | Actionscript inoffizielle Driver C C# C++ Clojure inoffizielle Driver ColdFusion inoffizielle Driver D inoffizielle Driver Dart inoffizielle Driver Delphi inoffizielle Driver Erlang Go Groovy inoffizielle Driver Haskell Java JavaScript Kotlin Lisp inoffizielle Driver Lua inoffizielle Driver MatLab inoffizielle Driver Perl PHP PowerShell inoffizielle Driver Prolog inoffizielle Driver Python R inoffizielle Driver Ruby Rust Scala Smalltalk inoffizielle Driver Swift | .Net Clojure Elixir Go Groovy Haskell Java JavaScript Perl PHP Python Ruby Scala | Bash C C# Java JavaScript (Node.js) Python | C++ | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Server-seitige Scripts Stored Procedures | nein | JavaScript | ja User defined Procedures and Functions | ja | nein | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Triggers | nein | ja in MongoDB Atlas only | ja mittels Event Handler | nein | nein | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Partitionierungsmechanismen Methoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen Knoten | Sharding in enterprise version only | Sharding Partitioned by hashed, ranged, or zoned sharding keys. Live resharding allows users to change their shard keys as an online operation with zero downtime. | ja, mit Neo4j Fabric | Sharding hash partitioning | Sharding | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Replikationsmechanismen Methoden zum redundanten Speichern von Daten auf mehreren Knoten | frei wählbarer Replikationsfaktor in enterprise version only | Multi-Source deployments with MongoDB Atlas Global Clusters Source-Replica Replikation | Causal Clustering using Raft protocol available in in Enterprise Version only | Source-Replica Replikation stores two copies of each physical data partition on two separate nodes | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
MapReduce Bietet ein API für Map/Reduce Operationen | nein | ja | nein | nein can define user-defined aggregate functions for map-reduce-style calculations | nein | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Konsistenzkonzept Methoden zur Sicherstellung der Konsistenz in einem verteilten System | Eventual Consistency can be individually decided for each read operation Immediate Consistency default behaviour | Causal and Eventual Consistency configurable in Causal Cluster setup Immediate Consistency in stand-alone mode | Immediate Consistency | Immediate Consistency | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Fremdschlüssel referenzielle Integrität | nein | nein Normalerweise nicht gebraucht, abgeschwächte Variante mit DBRef | ja Beziehungen in Graphen | nein | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Transaktionskonzept Unterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren Datenmanipulationen | nein | Multi-document ACID Transactions with snapshot isolation | ACID | ACID | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Concurrency Unterstützung von gleichzeitig ausgeführten Datenmanipulationen | ja | ja | ja | yes, multi-version concurrency control (MVCC) | ja | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Durability Dauerhafte Speicherung der Daten | ja | ja optional, enabled by default | ja | ja All updates are persistent, including those to disk-based columnstores and memory-based row stores. Transaction commits are supported via write-ahead log. | ja | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
In-Memory Unterstützung Gibt es Möglichkeiten einige oder alle Strukturen nur im Hauptspeicher zu halten | ja Depending on used storage engine | ja In-memory storage engine introduced with MongoDB version 3.2 | ja | nein | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Berechtigungskonzept Zugriffskontrolle | Einfache Rechteverwaltung mit Benutzeraccounts | Zugriffsrechte für Benutzer und Rollen | Users, roles and permissions. Pluggable authentication with supported standards (LDAP, Active Directory, Kerberos) | Fine grained access control via users, groups and roles | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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InfluxDB | MongoDB | Neo4j | SingleStore former name was MemSQL | SWC-DB Super Wide Column Database | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Specific characteristics | InfluxData is the creator of InfluxDB , the open source time series database. It... » mehr | MongoDB provides an integrated suite of cloud database and data services to accelerate... » mehr | Neo4j delivers graph technology that has been battle tested for performance and scale... » mehr | SingleStore offers a fully-managed , distributed, highly-scalable SQL database designed... » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Competitive advantages | Time to Value InfluxDB is available in all the popular languages and frameworks,... » mehr | Built around the flexible document data model and unified API, MongoDB is a developer... » mehr | Neo4j is the market leader, graph database category creator, and the most widely... » mehr | SingleStore’s competitive advantages include: Easy and Simplified Architecture with... » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Typical application scenarios | IoT & Sensor Monitoring Developers are witnessing the instrumentation of every available... » mehr | AI-enriched intelligent apps (Continental, Telefonica, Iron Mountain) Internet of... » mehr | Real-Time Recommendations Master Data Management Identity and Access Management Network... » mehr | Driving Fast Analytics: SingleStore delivers the fastest and most scalable reporting... » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Key customers | InfluxData has more than 1,900 paying customers, including customers include MuleSoft,... » mehr | ADP, Adobe, Amadeus, AstraZeneca, Auto Trader, Barclays, BBVA, Bosch, Cisco, CERN,... » mehr | Over 800 commercial customers and over 4300 startups use Neo4j. Flagship customers... » mehr | IEX Cloud : Improves Financial Data Distribution Speed 15x with Singlestore DB Comcast,... » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Market metrics | Fastest-growing database to drive 27,500 GitHub stars Over 750,000 daily active instances » mehr | Hundreds of millions downloads, over 150,000+ Atlas clusters provisioned every month... » mehr | Neo4j boasts the world's largest graph database ecosystem with more than 140 million... » mehr | Customers in various industries worldwide including US and International Industry... » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Licensing and pricing models | Open source core with closed source clustering available either on-premise or on... » mehr | MongoDB database server: Server-Side Public License (SSPL) . Commercial licenses... » mehr | GPL v3 license that can be used all the places where you might use MySQL. Neo4j Commercial... » mehr | F ree Tier and Enterprise Edition » mehr | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Neuigkeiten | Deadman Alerts with Grafana and InfluxDB Cloud 3.0 Scaling Data Collection: Solving Renewable Energy Challenges with InfluxDB Chasing the Skies: Monitoring Flights with InfluxDB Monitoring Your Cloud Environments and Applications with InfluxDB Webinar Recap: Unleash the Full Potential of Your Time Series Data with InfluxDB and AWS | Neo4j and Snowflake Bring Graph Data Science Into the AI Data Cloud RDF vs. Property Graphs: Choosing the Right Approach for Implementing a Knowledge Graph This Week in Neo4j: Importing Data, NODES, GenAI, Going Meta and more openCypher Will Pave the Road to GQL for Cypher Implementers 7 Tips for Submitting Your NODES 2024 Talk | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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Drittanbieter | Studio 3T: The world's favorite IDE for working with MongoDB » mehr Navicat for MongoDB gives you a highly effective GUI interface for MongoDB database management, administration and development. » mehr CData: Connect to Big Data & NoSQL through standard Drivers. » mehr | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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InfluxDB | MongoDB | Neo4j | SingleStore former name was MemSQL | SWC-DB Super Wide Column Database | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
DB-Engines Blog Posts | Why Build a Time Series Data Platform? Time Series DBMS are the database category with the fastest increase in popularity Time Series DBMS as a new trend? | Snowflake is the DBMS of the Year 2021 PostgreSQL is the DBMS of the Year 2020 PostgreSQL is the DBMS of the Year 2018 | Applying Graph Analytics to Game of Thrones MySQL, PostgreSQL and Redis are the winners of the March ranking The openCypher Project: Help Shape the SQL for Graphs | Turbocharge Your Application Development Using WebAssembly With SingleStoreDB Cloud-Based Analytics With SingleStoreDB SingleStore: The Increasing Momentum of Multi-Model Database Systems | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
Erwähnungen in aktuellen Nachrichten | Run and manage open source InfluxDB databases with Amazon Timestream | Amazon Web Services Amazon Timestream: Managed InfluxDB for Time Series Data InfluxData Collaborating with AWS to Bring InfluxDB and Time Series Analytics to Developers Around the World How the FDAP Stack Gives InfluxDB 3.0 Real-Time Speed, Efficiency AWS and InfluxData partner to offer managed time series database Timestream for InfluxDB bereitgestellt von Google News | Why MongoDB Plunged Over 35% in May MongoDB shares sink 23% after management trims guidance MongoDB First Quarter 2025 Earnings: Beats Expectations Why MongoDB Plunged Over 35% in May Why MongoDB Stock Plunged Today bereitgestellt von Google News | Neo4j & Snowflake Collaborate for AI Insights & Analytics Neo4j integrates dozens of graph analytics functions with data in Snowflake Neo4j Announces Collaboration with Microsoft to Advance GenAI and Data Solutions USA - English - India - English Neo4j Empowers Syracuse University with $250K Grant to Tackle Misinformation in 2024 Elections Neo4j partners with Snowflake to enhance data science in cloud bereitgestellt von Google News | Building a Modern Database: Nikita Shamgunov on Postgres and Beyond SingleStore CEO sees little future for purpose-built vector databases SingleStore Announces Real-time Data Platform to Further Accelerate AI, Analytics and Application Development SingleStore, Snowflake Help Customers Build Enterprise-Ready Generative AI Apps Announcing watsonx.ai and SingleStore for generative AI applications bereitgestellt von Google News | 2022 All O-Zone Football Team bereitgestellt von Google News |
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