Graeme Robinson

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Graeme Robinson

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Senior Staff Developer Advocate at MongoDB

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Latest post

Aggregation Optimization in MongoDB: Sorting With Indexes (Part 5)

Table of Contents Optimization Step 4: index-based sortsWrapping it upAnd why MongoDB might be a better relational database than you ever realized. Design reviews are one-on-one meetings where MongoDB experts deliver advice on data modeling best practices and application design ...

Aggregation Optimization in MongoDB: Data Duplication to Improve Read Performance (Part 4)

Table of Contents Optimization, Step 3: duplicating device name informationAnd why MongoDB might be a better relational database than you ever realized. Design reviews are one-on-one meetings where MongoDB experts deliver advice on data modeling best practices and application design …

Aggregation Optimization in MongoDB: Optimizing Many-to-Many Relationships (Part 3)

Table of Contents Optimization Step 2: refactoring the many-to-many relationshipAnd why MongoDB might be a better relational database than you ever realized. Design reviews are one-on-one meetings where MongoDB experts deliver advice on data modeling best practices and application design …

Aggregation Optimization in MongoDB: Unnecessary Unwinds (Part 2)

Table of Contents And why MongoDB might be a better relational database than you ever realized.The video streaming service use case: profiles, devices, and device types (a recap)Optimization, Step 1: removing the $unwind stagesAnd why MongoDB might be a better …

Aggregation Optimization in MongoDB: A Case Study From the Field (Part 1)

Table of Contents And why MongoDB might be a better relational database than you ever realized.The video streaming service use case: profiles, devices, and device typesUnderstanding the query aggregation pipelineThe pipeline performance problemAnd why MongoDB might be a better relational …

Event-Driven Architecture in Java and Kafka

Table of Contents Streaming Data – The Air Traffic Control Example.Reactive Java – a brief historyReactive Java with MongoDB and KafkaBlocking Code VersionReactive Code VersionBlocking Versus Reactive Application Performance.Final ThoughtsReactive Java is well suited to modern streaming, event driven applications. …

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