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Use Cases

breaking-the-limits-of-traditional-cyber-threat-detection-with-memgraph
Use Cases
Cybersecurity
Breaking the Limits of Traditional Cyber Threat Detection with Memgraph

As a vast number of use cases in cybersecurity involves network-like representation of data, we outline why Memgraph is the best graph database for you in terms of performance, analytics and visualizations.

by
Josip Mrden
February 1, 2023
efficient-threat-detection-in-cybersecurity-with-memgraph
Use Cases
Cybersecurity
Efficient Threat Detection in Cybersecurity with Memgraph

People tend to update versions of their code project dependencies without inspecting security impacts on their code. In this article, we use Memgraph to analyze Python package vulnerabilities when updating dependencies and provide you with a performant solution using known and reported vulnerabilities.

by
Josip Mrden
January 25, 2023
stay-ahead-of-cyber-threats-with-graph-databases
Use Cases
Cybersecurity
Stay Ahead of Cyber Threats with Graph Databases

With the rising number of cyber-attacks followed by the massive digitalization of companies, the right tool is needed to maximize performance and prevent further attacks from happening. We explain why graph databases offer a perfect choice in cybersecurity use cases and why they make your business more secure.

by
Josip Mrden
January 19, 2023
3-powerful-queries-to-find-patterns-in-your-knowledge-graph-you-havent-noticed-before
Use Cases
Knowledge Graphs
Fraud Detection
3 Powerful Queries to Find Patterns in Your Knowledge Graph You Haven’t Noticed Before

The number one reason for creating a knowledge graph is to find the knowledge not visible at first glance. The simplest way to discover new knowledge using a graph database is by matching patterns. Finding new patterns can help you discover fraudulent activities or discover alternative action for guaranteed success.

by
Antonio Filipovic
January 13, 2023
perform-what-if-analysis-of-your-network-directly-in-storage-without-compromising-data-integrity
Use Cases
Network Resource Optimization
Memgraph Lab
Perform What-if Analysis of Your Network Directly in Storage Without Compromising Data Integrity

Find out how you can minimize decision-making risks when dealing with networks by using Memgraph as the one-and-only tool for a complete analysis.

by
Josip Mrden
January 11, 2023
optimize-and-manage-supply-chain-network-with-memgraph
Use Cases
Network Resource Optimization
Optimize and Manage Supply Chain Network With Memgraph

Optimizing a supply chain network can get really messy if you can’t identify dependant products, correctly schedule processes and find critical points in the pipeline. With Memgraph, you can accelerate your supply chain pipeline and build a complete analysis tool to increase the shipments of your goods.

by
Josip Mrden
December 21, 2022
make-smarter-decisions-analyzing-a-knowledge-graph-built-with-memgraph
Use Cases
Knowledge Graphs
Make Smarter Decisions Analyzing a Knowledge Graph Built With Memgraph

Making decisions that point your business in the right direction is much easier with knowledge graphs. But, to create a knowledge graph, you need to gather all the data scattered in different silos, analyze the current connections between data points and discover new connections. It’s a complex task, but graph databases, such as Memgraph, make it a manageable one.

by
Antonio Filipovic
December 19, 2022
perform-fast-network-analysis-on-real-time-data-with-memgraph
Use Cases
Network Resource Optimization
Perform Fast Network Analysis on Real-Time Data With Memgraph

As networks consist of highly connected data, with Memgraph’s in-memory storage you can analyze network topologies quickly to gain insights from static or real-time data. Discover critical points in the network or component dependencies, optimize resources and run what-if scenarios, then present those findings visually to extract every last bit of information.

by
Josip Mrden
December 15, 2022
4-reasons-why-graph-tech-is-great-for-knowledge-graphs
Knowledge Graphs
Use Cases
4 Reasons Why Graph Tech Is Great for Knowledge Graphs

One issue many companies face today is that they have a lot of siloed data, making it difficult to draw conclusions or reason about the processes that drive their business. By using graph technology, it is easy to create knowledge graphs and use this data to gain insights and make informed decisions.

by
Antonio Filipovic
December 14, 2022
graphs-databases-are-the-future-for-network-resource-optimization
Use Cases
Network Resource Optimization
Graphs Databases Are the Future for Network Resource Optimization

Although networks are an easy concepts to understand, they are poorly managed in many various industries. Learn how graphs can help scale your network topologies and draw conclusions crucial for your business

by
Josip Mrden
December 9, 2022
inferring-knowledge-from-unused-siloed-stores-using-graphs
Knowledge Graphs
Use Cases
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
become-an-inspector-for-a-day-and-detect-fraudsters-with-graph-ml-on-memgraph
Machine Learning
Fraud Detection
Use Cases
Graph Algorithms
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, training and plot to find out who did it! It’s elementary, my dear reader.

by
Mateo Dujic
December 7, 2022
building-a-recommendation-system-for-telecommunication-packages-using-graph-neural-networks
Graph Algorithms
Machine Learning
Recommendation Engine
Use Cases
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
why-you-should-automate-mapping-data-lineage-with-streams
Data Lineage
Use Cases
Showcase
Real-Time Analytics
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
Use Cases
Fraud Detection
Memgraph Lab
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.

by
Bruno Sacaric
December 1, 2022
manage-all-your-data-lineage-needs-with-memgraph-graph-analytics
Use Cases
Data Lineage
Showcase
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.

by
Ante Pusic
November 29, 2022
how-to-model-insurance-data-as-a-graph
Use Cases
Fraud Detection
Showcase
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.

by
Bruno Sacaric
November 28, 2022
solving-most-common-problems-in-energy-management-systems-solved-with-graph-analytics
Use Cases
Energy Management System
Graph Algorithms
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
recommendation-engines-faster-than-ever-with-memgraph
Use Cases
Recommendation Engine
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
what-makes-memgraph-great-for-real-time-performance-in-iam-systems
Use Cases
IAM Systems
Real-Time Analytics
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.

by
Antonio Filipovic
November 23, 2022
why-should-you-use-memgraph-when-dealing-with-the-power-grid-and-energy-topologies
Use Cases
Energy Management System
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
Use Cases
Recommendation Engine
Graph Algorithms
PageRank
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
Use Cases
IAM Systems
Graph Algorithms
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.

by
Antonio Filipovic
November 18, 2022
the-easiest-path-to-gdpr-complianc-for-enterprises-is-the-graph-path
Use Cases
Data Lineage
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.

by
Ante Pusic
November 17, 2022
embark-on-the-fraud-detection-journey-by-importing-data-into-memgraph-with-python
Use Cases
Fraud Detection
Python
GQLAlchemy
Embark on the Fraud Detection Journey by Importing Data Into Memgraph With Python

Are you reluctant to switch from a relational database to a graph databases to explore fraud because you believe you first need to be proficient in Cypher to correctly import the data? Be rest assured - there is a Python-friendly approach available within Memgraph!

by
Bruno Sacaric
November 16, 2022
how-can-companies-meet-energy-management-demands-in-the-new-era-a-graph-approach
Use Cases
Energy Management System
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
three-reasons-how-graph-databases-can-enhance-the-insurance-industry
Use Cases
Fraud Detection
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
Use Cases
IAM Systems
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
Use Cases
Data Lineage
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
faster-recommendations-with-graph-databases
Use Cases
Recommendation Engine
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