inferring-knowledge-from-unused-siloed-stores-using-graphs
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Inferring knowledge from unused siloed stores using graphs

A lot of companies today have massive amounts of siloed data just sitting there and not being used. No information or knowledge was gained, and no conclusions were made. For the data to be useful, it needs to be interconnected and shaped into a knowledge graph that will produce value for the company. Read how graphs can help!

by
Antonio Filipovic
December 8, 2022
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Become an Inspector for a Day and Detect Fraudsters With Graph ML on Memgraph!

This blog post deals with solving fraud detection problems with graph machine learning. Learn how to load data, trainin and plot to find out who did it! It’s elementary, my dear reader.

by
Mateo Dujic
December 7, 2022
run-link-prediction-or-node-classification-algorithms-and-write-custom-procedures-in-cpp-with-mage-1-4
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Run Link Prediction or Node Classification Algorithms and Write Custom Procedures in C++ With Mage 1.4

The new version of Memgraph’s open-source graph extension library, MAGE, now supports node classification and link prediction algorithms. Install the new version of MAGE if you would like to write custom algorithms faster by using the C++ API, need the igraph algorithms or k-means clustering.

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Antonio Filipovic
December 6, 2022
building-a-recommendation-system-for-telecommunication-packages-using-graph-neural-networks
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A Hyperparametrization Is All You Need - Building a Recommendation System for Telecommunication Packages Using Graph Neural Networks

Graph Neural Networks can be used for a variety of applications but do you know what it takes to create a great recommendation system? Dive deep into the math of GNNs, implement a link prediction module and show everyone how stunning graph machine learning can be!

by
Andi Skrgat
December 5, 2022
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Why You Should Automate Mapping Data Lineage With Streams

Data lineage helps you make informed decisions that reduce costs, streamline operations and power innovation. Discover how stream tech helps with automatically mapping data lineage, and learn how Memgraph integrates with event streaming platforms.

by
Ante Pusic
December 2, 2022
how-to-visualize-connections-in-insurance-data
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How to Visualize Connections in Insurance Data

Check out how Memgraph handles the visualization of complex graph structures found in insurance data that will allow you to comprehend and synthesize large amounts of new information more efficiently.

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Bruno Sacaric
December 1, 2022
memgraph-vs-neo4j-performance-benchmark-comparison
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Memgraph vs. Neo4j: A Performance Comparison

Memgraph delivers results up to 120 times faster than Neo4j while consuming one quarter of the memory!

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Ante Javor
November 30, 2022
manage-all-your-data-lineage-needs-with-memgraph-graph-analytics
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Manage All Your Data Lineage Needs With Memgraph Graph Analytics

The data lineage graph is the single source of truth about your organization’s data. Discover how Memgraph can competently handle this use case with its optimized architecture, power data insights and connect to other software.

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Ante Pusic
November 29, 2022
how-to-model-insurance-data-as-a-graph
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How to Model Insurance Data as a Graph

Find out how to organize data into a graph. Model vehicle insurance claims, incidents, policies and more while preserving the interconnected nature of individual insurance cases.

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Bruno Sacaric
November 28, 2022
solving-most-common-problems-in-energy-management-systems-solved-with-graph-analytics
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Most Common Problems in Energy Management Systems Solved With Graph Analytics

For every problem in the energy management system, there is a graph algorithm that can point you in the right direction! Here is an overview of the most useful graph algorithms for highlighting weak links, high-risk nodes and many more.

by
Josip Mrden
November 25, 2022
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Recommendation Engines Faster Than Ever With Memgraph

It’s true every recommendation engine requires a performant database to analyze the data and provide the recommendation, but why exactly does Memgraph stand out? Easy - C++, in-memory, real-time analytics! Three things to change the recommendation game.

by
Niko Krvavica
November 24, 2022
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Graph Databases and PHP & Vaccine Distribution with Graphs

Join a number of graph enthusiasts on the last Graph Data Zagreb meetup in 2022.!

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Petra Marusic
November 24, 2022
what-makes-memgraph-great-for-real-time-performance-in-iam-systems
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What Makes Memgraph Great for Real-Time Performance in IAM Systems

Find vulnerabilities and security issues, or perform any other data analysis in your Identity and Access Management system with Memgraph, and ensure you are running a smooth operation.

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Antonio Filipovic
November 23, 2022
why-should-you-use-memgraph-when-dealing-with-the-power-grid-and-energy-topologies
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Why Should You Use Memgraph When Dealing With the Power Grid and Energy Topologies

If you require an energy management system that is scalable, fault-tolerant, and performant, Memgraph is the go-to solution! Analyze highly connected power grids or gas pipelines to make meaningful decisions and improve the impact on your business, the people and the environment around you.

by
Josip Mrden
November 22, 2022
five-recommendation-algorithms-no-recommendation-engine-is-whole-without
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Five Recommendation Algorithms No Recommendation Engine Is Whole Without

How many recommendation algorithms do you need for a successful recommendation engine? Start with these five and we'll recommend you more!

by
Niko Krvavica
November 21, 2022
benefits-graph-databases-bring-to-identity-and-access-management
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Benefits Graph Databases Bring to Identity and Access Management

When you notice your traditional IAM system no longer provides adequate analysis and decision making is getting harder as your company grows because you always have to pick up the slack manually, it’s high-time you turn your attention to graphs. They have everything you need - high performance, flexibility and scalability.

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Antonio Filipovic
November 18, 2022
the-easiest-path-to-gdpr-complianc-for-enterprises-is-the-graph-path
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The Easiest Path to GDPR Compliance for Enterprises is the Graph Path

The GDPR has placed high demands on organizations doing business in the European Union, mainly focused on how personal data is collected and processed. However, this does not mean it can’t be business as usual again. Find out why graph databases are the best way to achieve GDPR compliance and how they get it done.

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Ante Pusic
November 17, 2022
how-can-companies-meet-energy-management-demands-in-the-new-era-a-graph-approach
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How Can Companies Meet Energy Management Demands in the New Era - A Graph Approach

With power being the most powerful asset, it’s still managed by inadequate tools and systems based on tabular data. Good for aggregations and mathematical operations but terrible for actually managing large-scale, highly connected dynamic systems. Luckily, graphs can regain control over energy systems and topologies, and help save millions.

by
Josip Mrden
November 15, 2022
networkx-developers-say-farewell-to-the-boilerplate-code
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NetworkX Developers, Say Farewell to the Boilerplate Code

If you are spending more time writing code to develop, deploy and manage your graph projects, it’s time you tried Memgraph. It will allow you to focus on the data analysis and free you from all that time-consuming coding.

by
Katarina Supe
November 14, 2022
three-reasons-how-graph-databases-can-enhance-the-insurance-industry
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Three Reasons How Graph Databases Can Enhance the Insurance Industry

If your data is trapped inside tables and you can’t seem to get satisfying answers to questions that would enhance your business, it’s time to switch to graph databases. Here are three main reasons why!

by
Bruno Sacaric
November 11, 2022
how-graphs-solves-two-biggest-problems-of-traditional-iam-systems
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How Graphs Solve Two Biggest Problems of Traditional IAM Systems

The world has changed a lot in the past couple of years, and it’s no different for business organizations. More and more businesses no longer have strict hierarchical organizations and people often change teams and projects they work on and resources they need. It is no wonder that if the IAM systems also don’t change, they will no longer be helpful in supporting the organization. Switching to graphs presents a change the IAM systems desperately need.

by
Antonio Filipovic
November 10, 2022
better-data-management-get-solutions-by-analyzing-the-data-lineage-graph
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Better Data Management: Get Solutions by Analyzing the Data Lineage Graph

You no longer need to rely on manually inspecting data lineage before making changes to your organization’s data landscape. Find out how to get insights with Memgraph’s analytics so that you can move on to impact analysis, data migration, or upgrading your data infrastructure!

by
Ante Pusic
November 9, 2022
who-ranks-better-memgraph-vs-networkx-pagerank
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Who ranks better? Memgraph vs NetworkX PageRank

Are your NetworkX algorithms taking even more and more time to produce the results you need to finish up your research? Or the application reached a critical point and its starting to lag due to increase in data analysis? Could Memgraph tackle the same computations in less time? I think you probably know the answer is “Doh!” but here are the numbers to prove it.

by
Katarina Supe
November 8, 2022
faster-recommendations-with-graph-databases
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Why Are SQL Databases Outdated for the Real-Time Recommendation Engines

If a recommendation engine built on relational databases is falling a part due to the bottlenecks made by complex JOINs and never-ending schema changes, there is only one permanent and game changing solution - graph databases.

by
Niko Krvavica
November 7, 2022
how-to-upgrade-an-antiquated-identity-and-access-management-system
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How to Upgrade an Antiquated Identity and Access Management System

There are a couple of steps to follow to move off of your antiquated IAM system and make it more effective. Here is a to-do list to make it a smooth transition.

by
Antonio Filipovic
November 1, 2022
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Build C++ Graph Analytics Without Worrying About Memory

If you believe C++ is simply the best, you’ll be happy to hear that the new Memgraph C++ API enables you to effortlessly build query procedures, functions and other analytics tools using your favourite language. What are you waiting for? Code away!

by
Ante Pusic
October 3, 2022
memgraph-2-4-is-live
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Memgraph v2.4 is Live

Summer has been a busy time for us. This rainy but extensive release of Memgraph brings you four significant features that are bound to make your life easier. As always, there are also bug fixes and smaller but nice improvements to avoid painful debugging moments as much as possible.

by
Marko Budiselic
September 28, 2022
how-we-designed-and-implemented-graph-projection-feature
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How We Designed and Implemented Graph Projection Feature

In recent months, users started to ask more frequently about the ability to run algorithms on a subgraph, and we in Memgraph listen to what our users need. Read more in this post How we designed and implemented graph projection feature

by
Antonio Filipovic
September 27, 2022
how-to-find-all-weighted-shortest-paths-between-nodes-and-do-it-fast
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How to Find All Weighted Shortest Paths Between Nodes and Do It Fast

Our journey of creating an optimized shortest paths algorithm that returns all paths of same length. Starting from a MAGE query module and working within Memgraph's core, here is what we learned.

by
Bruno Sacaric
September 26, 2022
label-based-access-control-in-memgraph-securing-first-class-graph-citizens
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Label-based access control in Memgraph - Securing first class graph citizens

Security is playing a big role in the era of big data. To comply with the modern standards of privacy and compliance, we upgraded our security system to be able to authorize the graph on the node and relationship level. Find out how we did it here!

by
Josip Mrden
September 22, 2022