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DBMS > Hazelcast vs. Impala vs. Microsoft Azure Data Explorer vs. Prometheus vs. Sqrrl

Vergleich der Systemeigenschaften Hazelcast vs. Impala vs. Microsoft Azure Data Explorer vs. Prometheus vs. Sqrrl

Redaktionelle Informationen bereitgestellt von DB-Engines
NameHazelcast  Xaus Vergleich ausschliessenImpala  Xaus Vergleich ausschliessenMicrosoft Azure Data Explorer  Xaus Vergleich ausschliessenPrometheus  Xaus Vergleich ausschliessenSqrrl  Xaus Vergleich ausschliessen
Sqrrl has been acquired by Amazon and became a part of Amazon Web Services. It has been removed from the DB-Engines ranking.
KurzbeschreibungA widely adopted in-memory data gridAnalytic DBMS für HadoopFully managed big data interactive analytics platformOpen Source Timeseries DBMS und Monitoring SystemAdaptable, secure NoSQL built on Apache Accumulo
Primäres DatenbankmodellKey-Value StoreRelational DBMSRelational DBMS infocolumn orientedTime Series DBMSDocument Store
Graph DBMS
Key-Value Store
Wide Column Store
Sekundäre DatenbankmodelleDocument Store infoJSON support with IMDG 3.12Document StoreDocument Store infoIf a column is of type dynamic docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-types/­dynamic then it's possible to add arbitrary JSON documents in this cell
Event Store infothis is the general usage pattern at Microsoft. Billing, Logs, Telemetry events are stored in ADX and the state of an individual entity is defined by the arg_max(timestamps)
Suchmaschine infosupport for complex search expressions docs.microsoft.com/­en-us/­azure/­kusto/­query/­parseoperator FTS, Geospatial docs.microsoft.com/­en-us/­azure/­kusto/­query/­geo-point-to-geohash-function distributed search -> ADX acts as a distributed search engine
Time Series DBMS infosee docs.microsoft.com/­en-us/­azure/­data-explorer/­time-series-analysis
DB-Engines Ranking infomisst die Popularität von Datenbankmanagement- systemenranking trend
Trend Chart
Punkte8,41
Rang#44  Overall
#5  Key-Value Stores
Punkte14,26
Rang#36  Overall
#22  Relational DBMS
Punkte3,45
Rang#85  Overall
#43  Relational DBMS
Punkte4,59
Rang#72  Overall
#3  Time Series DBMS
Websitehazelcast.comwww.cloudera.com/­products/­open-source/­apache-hadoop/­impala.htmlazure.microsoft.com/­services/­data-explorerprometheus.iosqrrl.com
Technische Dokumentationhazelcast.org/­imdg/­docswww.cloudera.com/­documentation/­enterprise/­latest/­topics/­impala.htmldocs.microsoft.com/­en-us/­azure/­data-explorerprometheus.io/­docs
EntwicklerHazelcastClouderaMicrosoftAmazon infoursprünglich Sqrrl Data, Inc.
Erscheinungsjahr20082013201920152012
Aktuelle Version4.0, Februar 20203.3.0, August 2019cloud service with continuous releases
Lizenz infoCommercial or Open SourceOpen Source infoApache Version 2; commercial licenses availableOpen Source infoApache Version 2kommerziellOpen Source infoApache 2.0kommerziell
Ausschließlich ein Cloud-Service infoNur als Cloud-Service verfügbarneinneinjaneinnein
DBaaS Angebote (gesponserte Links) infoDatabase as a Service

Providers of DBaaS offerings, please contact us to be listed.
ImplementierungsspracheJavaC++GoJava
Server BetriebssystemeAlle Betriebssysteme mit einer Java VMLinuxgehostetLinux
Windows
Linux
DatenschemaschemafreijaFixed schema with schema-less datatypes (dynamic)jaschemafrei
Typisierung infovordefinierte Datentypen, z.B. float oder datejajaja infobool, datetime, dynamic, guid, int, long, real, string, timespan, double: docs.microsoft.com/­en-us/­azure/­kusto/­query/­scalar-data-typesNumeric data onlyja
XML Unterstützung infoVerarbeitung von Daten in XML Format, beispielsweise Speicherung von XML-Strukturen und/oder Unterstützung von XPath, XQuery, XSLTja infothe object must implement a serialization strategyneinjanein infoImportieren von XML Daten möglich
Sekundärindizesjajaall fields are automatically indexedneinja
SQL infoSupport of SQLSQL-like query languageSQL-like DML and DDL statementsKusto Query Language (KQL), SQL subsetneinnein
APIs und andere ZugriffskonzepteJCache
JPA
Memcached Protokoll
RESTful HTTP API
JDBC
ODBC
Microsoft SQL Server communication protocol (MS-TDS)
RESTful HTTP API
RESTful HTTP/JSON APIAccumulo Shell
Java API
JDBC
ODBC
RESTful HTTP API
Thrift
Unterstützte Programmiersprachen.Net
C#
C++
Clojure
Go
Java
JavaScript (Node.js)
Python
Scala
All languages supporting JDBC/ODBC.Net
Java
JavaScript (Node.js)
PowerShell
Python
R
.Net
C++
Go
Haskell
Java
JavaScript (Node.js)
Python
Ruby
Actionscript
C infousing GLib
C#
C++
Cocoa
Delphi
Erlang
Go
Haskell
Java
JavaScript
OCaml
Perl
PHP
Python
Ruby
Smalltalk
Server-seitige Scripts infoStored Proceduresja infoEvent Listeners, Executor Servicesja infoBenutzer definierte Funktionen und Integration von Map/ReduceYes, possible languages: KQL, Python, Rneinnein
Triggersja infoEventsneinja infosee docs.microsoft.com/­en-us/­azure/­kusto/­management/­updatepolicyneinnein
Partitionierungsmechanismen infoMethoden zum Speichern von unterschiedlichen Daten auf unterschiedlichen KnotenShardingShardingSharding infoImplicit feature of the cloud serviceShardingSharding infoBasierend auf Hadoop
Replikationsmechanismen infoMethoden zum redundanten Speichern von Daten auf mehreren Knotenja infoReplicated Mapfrei wählbarer Replikationsfaktorja infoImplicit feature of the cloud service. Replication either local, cross-facility or geo-redundant.ja infomittels Federationfrei wählbarer Replikationsfaktor infobasierend auf Hadoop
MapReduce infoBietet ein API für Map/Reduce Operationenjaja infoAbfragen werden als Map/Reduce Jobs durchgeführtneinneinja
Konsistenzkonzept infoMethoden zur Sicherstellung der Konsistenz in einem verteilten SystemImmediate Consistency or Eventual Consistency selectable by user infoRaft Consensus AlgorithmEventual ConsistencyEventual Consistency
Immediate Consistency
keineImmediate Consistency infoDocument store kept consistent with combination of global timestamping, row-level transactions, and server-side consistency resolution.
Fremdschlüssel inforeferenzielle Integritätneinneinneinneinnein
Transaktionskonzept infoUnterstützung zur Sicherstellung der Datenintegrität bei nicht-atomaren Datenmanipulationenone or two-phase-commit; repeatable reads; read commitedneinneinneinAtomic updates per row, document, or graph entity
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 haltenjaneinneinnein
Berechtigungskonzept infoZugriffskontrolleRole-based access controlZugriffsrechte für Benutzer, Gruppen und Rollen infobasiert auf Apache Sentry und KerberosAzure Active Directory AuthenticationneinCell-level Security, Data-Centric Security, Role-Based Access Control (RBAC), Attribute-Based Access Control (ABAC)
Weitere Informationen bereitgestellt vom Systemhersteller
HazelcastImpalaMicrosoft Azure Data ExplorerPrometheusSqrrl
Specific characteristicsHazelcast is an in-memory computing platform that runs applications with extremely...
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Azure Data Explorer is a fast and highly scalable data exploration service for log...
» mehr
Competitive advantagesHazelcast has an optimized, multi-threaded architecture that enables the highest...
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Kusto Query Language (innovative query language, optimized for high performance data...
» mehr
Typical application scenariosHazelcast powers many types of large-scale, data processing applications. A sample...
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IoT applications IoT devices generate billions of sensor readings. Normalizing and...
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Key customersHazelcast customers include 50 of the world’s largest financial services companies,...
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Microsoft, DocuSign, Taboola, Bosch, Siemens Healthineers, Bühler, Ecolab, Zoomd
» mehr
Market metricsAzure Data Explorer is the data service for Azure Monitor, Azure Time Series Insights,...
» mehr
Licensing and pricing modelsHazelcast provides both open source and commercial software. The open source offering...
» mehr

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Weitere Ressourcen
HazelcastImpalaMicrosoft Azure Data ExplorerPrometheusSqrrl
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