ArangoDB Dev Days 2021 has come to a close! Thanks to everyone who joined our talks, fireside chats, workshops, and much more.
For those of you who couldn’t make it, or if you attended and loved it so much you want to do it all over again, you can find all the recordings from each day below.
Day 1 Sessions
Click Here For Day 1 Recordings
Opening Talk
Welcome to ArangoDB Dev Days! Join our CEO and CTO in sharing stories from the history of ArangoDB and also a glimpse into the future.
Fireside Chat:
Graphs, the New Frontier
Demos:
Entity Resolution with Victor Moey
Learn all about Entity Resolution, a technique to address the problem where a real-world entity is represented as multiple digital entities.
Fraud Detection with Jackson Reimers
The fraud detection demo, demonstrates the multi-model graph capabilities within ArangoDB to identify the patterns and catch some bad guys!
Workshop (Separate Recording)
Level up your AQL Skills – Introduction to AQL, Performance Optimization with Jan Steeman
Click Here For Day 1 Recordings
Day 2 Sessions
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Fireside Chat:
Harnessing the Potential of Graph Powered Machine Learning with Jörg Schad
Many powerful Machine Learning algorithms are based on graphs, e.g., Page Rank (Pregel), Recommendation Engines (collaborative filtering), text summarization, and other NLP tasks. Also, the recent developments with Graph Neural Networks connect the worlds of Graphs and Machine Learning even further.
Demos:
ArangoBnB with Chris Woodward
Chris Woodward provides a sneak peek at the ArangoBnB project being created with the community. This project is a Fullstack JavaScript web app that is being developed to showcase the upcoming ArangoSearch GeoJSON features.
Aggregating Time-Series Data with AQL with Chris Woodward
Learn about how to best use ArangoDB together with Time-Series data and aggregations using the WINDOW keyword.
Workshops (Separate Recording)
Hands-on with Graphs at Scale: Introduction to Graphs with Michael Hackstein
Click Here For Day 2 Recordings
Day 3 Sessions
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Featured Community Talk
Lessons learned: Creating a complete ERP-System with ArangoDB ft. Richard Burkhardt
In 2017 we started to develop an ERP-System for a large-scale caterer from scratch. Our goal was to make it possible to let around 50k customers and around 300 employees interact with this system in a reactive way and without caching or any other performance tricks. We are happy that we found ArangoDB, but had to start without any experience. This talk will be about the mistakes, the experience, and the success story.
Fireside Chat:
Going Above and Beyond with ArangoSearch with Chris Woodward
In this talk, we deep dive into ArangoDB’s built-in search engine ArangoSearch. We look at the underlying informational retrieval concepts that make ArangoSearch so powerful. We will see how to configure analyzers, set up Views, and how to perform federated full-text search queries across multiple collections.
Demos:
Kubernetes Meets Graphs with Jörg Schad
Learn how Kube-Arango makes deploying and managing ArangoDB on Kubernetes a breeze.
AQL for eCommerce Analytics with Jackson Reimers
Showcasing various AQL queries to analyze an eCommerce dataset for common questions in retail.
Workshop (Separate Recording)
ArangoSearch: Full Text Meets Graphs with Andrey Abramov
Featured Community Talk
Bluwr.com: Leveraging the NoSQL multimodel ArangoDB as the sole DB for a calm text-based social publication platform + monitoring and alerting using Prometheus and Kibana.
Bluwr.com is a text-based social publication platform that aims at efficiently servicing millions of users. Here we introduce how we are using ArangoDB as the unique database for the project and will also show how we built a system of monitoring and alerting using Prometheus and Kibana.
Click Here For Day 3 Recordings
Day 4 Sessions
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Fireside Chat:
ArangoDB’s role in Data Analytics and Semantic Spacetime
In this talk, professor Mark Burgess explains why rich property graphs (rather than, say, neural networks) are under-appreciated as tools for machine learning, and why ArangoDB itself is uniquely suited to scaling these two key aspects of process (semantics, dynamics) in a unified picture.
Demos:
Fuzzy Search with Chris Woodward
Knowledge Graphs with Chris Woodward
An overview of Knowledge Graphs as well as the existing tools for dealing with semantic data, and some of the challenges with working with this type of structured data in property graphs.
Workshops (Separate Recordings)
Smooth Operators: Operations 101 – From Metrics, Upgrades, Scaling with Kaveh Vahedipour
At Future’s Vanguard with ArangoML with Arthur Keen
Click Here For Day 4 Recordings
Day 5 Sessions
Click Here For Day 5 Recordings
Workshops (Separate Recordings)
Kubernetes: Manage your Cluster like a Boss with KubeArango with Jörg Schad
The Beauty of Oasis with Ewout Prangsma
Fireside Chat:
ArangoDB’s Blueprint for the Future with Jörg Schad
Join our CTO in discussing the next features as well as the future of ArangoDB and Graph Databases.
Ask me Anything (AMA):
A unique opportunity to ask the ArangoDB developers anything you’d like!
Click Here For Day 5 Recordings
Workshop Recordings
October 18th, 2021: 11:00 AM – 12:30 PM PDT
October 19th, 2021: 10 AM – 11:30 AM PDT
October 20th 2021: 10 AM – 11:30 PDT
October 22nd, 2021: 9:30 AM – 11 AM PDT
October 21st, 2021: 10 AM – 11:30 AM PDT
Get hands-on with the Ops side of ArangoDB and explore how to monitor, upgrade, and scale your deployments.
October 21st, 2021: 11:30 AM – 1 PM PDT
This talk will introduce you to the ArangoML suite of tools such as ArangoML Pipeline (for metadata capture), industry adapters (NetworkX, DGL, etc), Integrations(Nvidia Triton), and more.
October 22nd, 2021: 8 AM – 9:30 AM PDT
In this workshop, you will learn more about our Kubernetes Operator and how to set up your own ArangoDB deployment, some of the challenges involved with using Kubernetes, and some important tips for running ArangoDB in a cluster.