Performance Archives - ArangoDB https://arangodb.com/category/benchmark/ The database for graph and beyond Thu, 27 Jun 2024 07:04:00 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.1 https://arangodb.com/wp-content/uploads/2023/08/cropped-favicon-32x32.png Performance Archives - ArangoDB https://arangodb.com/category/benchmark/ 32 32 ArangoDB 3.7 – A Big Step Forward for Multi-Model https://arangodb.com/2020/08/arangodb-3-7-a-big-step-forward-for-multi-model/ https://arangodb.com/2020/08/arangodb-3-7-a-big-step-forward-for-multi-model/#respond Thu, 27 Aug 2020 12:00:00 +0000 https://www.arangodb.com/?p=34602 When our founders realized that data models can be features, we at ArangoDB set ourselves the big goal of developing the most flexible database. With today’s GA release of ArangoDB 3.7, the project reached an important milestone on this journey. Watch the the ArangoDB 3.7 Release Webinar. Graph & Beyond – An Important Milestone for…

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Do Graph Databases Scale? Yes? No? Let’s see! https://arangodb.com/2020/07/do-graph-databases-scale-yes-no-lets-see/ https://arangodb.com/2020/07/do-graph-databases-scale-yes-no-lets-see/#respond Mon, 13 Jul 2020 14:24:13 +0000 https://www.arangodb.com/?p=34318 Graph Databases are a great solution for many modern use cases: Fraud Detection, Knowledge Graphs, Asset Management, Recommendation Engines, IoT, Permission Management … you name it.

But the nature of graph data poses challenges when it comes to *buzzword alert* scalability. So why is this, and are graph databases capable of scaling? Let’s see...

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AWS Neptune: A New Vertex in the Graph World — But Where’s the Edge? https://arangodb.com/2017/12/aws-neptune-new-vertex-graph-world-wheres-edge/ https://arangodb.com/2017/12/aws-neptune-new-vertex-graph-world-wheres-edge/#comments Wed, 06 Dec 2017 14:31:03 +0000 https://www.arangodb.com/?p=23795 At AWS Re:Invent just a few days ago, Andy Jassy, the CEO of AWS, unveiled their newest database product offerings: AWS Neptune. It’s a fully managed, graph database which is capable of storing RDF and property graphs. It allows developers access to data via SPARQL or java-based TinkerPop Gremlin. As versatile and as good as…

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Performance analysis with pyArango: Part III Measuring possible capacity with usage Scenarios https://arangodb.com/2017/10/performance-analysis-pyarango-usage-scenarios/ https://arangodb.com/2017/10/performance-analysis-pyarango-usage-scenarios/#respond Thu, 26 Oct 2017 10:40:29 +0000 https://www.arangodb.com/?p=23410 So you measured and tuned your system like described in the Part I and Part II of these blog post series. Now you want to get some figures how many end users your system will be able to serve. Therefore you define “scenarios” which will be typical for what your users do. One such a…

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AQL Optimizer Improvements in ArangoDB 2.8 https://arangodb.com/2016/01/aql-optimizer-improvements-2-8/ https://arangodb.com/2016/01/aql-optimizer-improvements-2-8/#respond Wed, 20 Jan 2016 17:34:09 +0000 http://www.arangodb.com/?p=11890 With the 2.8 beta phase coming to an end it’s time to shed some light on the improvements in the 2.8 AQL optimizer. This blog post summarizes a few of them, focusing on the query optimizer. There’ll be a follow-up post that will explain dedicated new AQL features soon. Array indexes 2.8 allows creating hash…

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AQL Function Speedups: ArangoDB 2.8 Enhancements https://arangodb.com/2015/12/aql-function-speedups-in-2-8/ https://arangodb.com/2015/12/aql-function-speedups-in-2-8/#respond Fri, 04 Dec 2015 16:39:17 +0000 http://www.arangodb.com/?p=11577 While working on the upcoming ArangoDB 2.8, we have reimplemented some AQL functions in C++ for improved performance. AQL queries using these functions may benefit from using the new implementation of the function. The following list shows the AQL functions for which a C++ implementation has been added in 2.8. The other C++-based AQL function…

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Using Multiple Indexes per Collection in ArangoDB https://arangodb.com/2015/12/using-multiple-indexes-per-collection/ https://arangodb.com/2015/12/using-multiple-indexes-per-collection/#comments Tue, 01 Dec 2015 13:48:10 +0000 http://www.arangodb.com/?p=11550 The query optimizer in ArangoDB 2.8 has been improved in terms of how it can make use of indexes. In previous versions of ArangoDB, the query optimizer could use only one index per collection used in an AQL query. When using a logical OR in a FILTER condition, the optimizer did not use any index…

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Index Speedups in ArangoDB 2.8: Enhancements https://arangodb.com/2015/11/index-speedups-in-2-8/ https://arangodb.com/2015/11/index-speedups-in-2-8/#comments Fri, 27 Nov 2015 12:52:15 +0000 http://www.arangodb.com/?p=11527 The upcoming 2.8 version of ArangoDB will provide several improvements in the area of index usage and query optimization. First of all, hash and skiplist indexes can now index individual array values. A dedicated post on this will follow shortly. Second, the query optimizer can make use multiple indexes per collection for queries with OR-combined…

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Benchmark: PostgreSQL, MongoDB, Neo4j, OrientDB and ArangoDB https://arangodb.com/2015/10/benchmark-postgresql-mongodb-arangodb/ https://arangodb.com/2015/10/benchmark-postgresql-mongodb-arangodb/#comments Tue, 13 Oct 2015 13:02:13 +0000 http://www.arangodb.com/?p=8721 The latest edition of the NoSQL Performance Benchmark (2018) has been released. In this blog post – which is a roundup of the performance blog series – I want to complete the picture of our NoSQL performance test and include some of the supportive feedback from the community. First of all, thanks for all your…

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Throughput Enhancements: Boosting ArangoDB Performance https://arangodb.com/2015/08/throughput-enhancements/ https://arangodb.com/2015/08/throughput-enhancements/#respond Tue, 11 Aug 2015 09:20:22 +0000 http://www.arangodb.com/?p=8451 We’ve recently been working on improving ArangoDB’s throughput, especially when using the ArangoDB’s interface. In this post, I will show some of the improvements already achieved, though the work is not yet finished. Therefore, the results shown here are still somewhat preliminary. We wanted to measure improvements for ArangoDB’s HTTP interface, and so we used…

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