Making Abstract Algebra Count in the World of Event Streaming ft. Sam Ritchie

Making Abstract Algebra Count in the World of Event Streaming ft. Sam Ritchie

During his time at Twitter, Sam Ritchie (Staff Research Engineer, Google) led the development of Summingbird, a project that helped Twitter ingest and process massive amounts of data. It relieved some key pain points, saving developers at Twitter from doing work twice, as was a natural consequence of the then-current Lambda Architecture. In this episode, Sam dives teaches us some abstract algebra and explains how it has informed his attempts to make stream processing programs easy to write in...

Jaksot(286)

Building and Designing Events and Event Streams with Apache Kafka

Building and Designing Events and Event Streams with Apache Kafka

What are the key factors to consider when developing event-driven architecture? When properly designed, events can connect existing systems with a common language and allow data exchange in near real ...

15 Joulu 202253min

Rethinking Apache Kafka Security and Account Management

Rethinking Apache Kafka Security and Account Management

Is there a better way to manage access to resources without compromising security? New employees need access to a variety of resources within a company's tech stack. But manually granting access can b...

8 Joulu 202241min

Real-time Threat Detection Using Machine Learning and Apache Kafka

Real-time Threat Detection Using Machine Learning and Apache Kafka

Can we use machine learning to detect security threats in real-time? As organizations increasingly rely on distributed systems, it is becoming more important to analyze the traffic that passes through...

29 Marras 202229min

Improving Apache Kafka Scalability and Elasticity with Tiered Storage

Improving Apache Kafka Scalability and Elasticity with Tiered Storage

What happens when you need to store more than a few petabytes of data? Rittika Adhikari (Software Engineer, Confluent) discusses how her team implemented tiered storage, a method for improving the sca...

22 Marras 202229min

Decoupling with Event-Driven Architecture

Decoupling with Event-Driven Architecture

In principle, data mesh architecture should liberate teams to build their systems and gather data in a distributed way, without having to explicitly coordinate. Data is the thing that can and should d...

15 Marras 202238min

If Streaming Is the Answer, Why Are We Still Doing Batch?

If Streaming Is the Answer, Why Are We Still Doing Batch?

Is real-time data streaming the future, or will batch processing always be with us? Interest in streaming data architecture is booming, but just as many teams are still happily batching away. Batch pr...

9 Marras 202243min

Security for Real-Time Data Stream Processing with Confluent Cloud

Security for Real-Time Data Stream Processing with Confluent Cloud

Streaming real-time data at scale and processing it efficiently is critical to cybersecurity organizations like SecurityScorecard. Jared Smith, Senior Director of Threat Intelligence, and Brandon Brow...

3 Marras 202248min

Running Apache Kafka in Production

Running Apache Kafka in Production

What are some recommendations to consider when running Apache Kafka® in production? Jun Rao, one of the original Kafka creators, as well as an ongoing committer and PMC member, shares the essential wi...

27 Loka 202258min

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