How do you know when it’s time to make your next big career move? With International Women’s Day around the corner, we are excited to feature Avni Patel Thompson, Founder and CEO of Milo. Avni is building technology that directly supports the often overlooked emotional and logistical labor that falls on parents—especially women. Milo is an AI assistant designed to help families manage that invisible load more efficiently. In this episode, Avni shares her journey from studying chemistry to holding leadership roles at global brands like Adidas and Starbucks, to launching her own ventures. She discusses how she approaches career transitions, the importance of unpleasant experiences, and why she’s focused on making everyday life easier for parents. [01:26] Avni's University Days and Early Career [04:36] Non-Linear Career Paths [05:16] Pursuing Steep Learning Curves [11:51] Entrepreneurship and Safety Nets [15:22] Lived Experiences and Milo [19:55] Avni’s In Her Ellement Moment [20:03] Reflections Links: Avni Patel Thompson on LinkedIn Suchi Srinivasan on LinkedIn Kamila Rakhimova on LinkedIn Ipsos report on the future of parenting About In Her Ellement: In Her Ellement highlights the women and allies leading the charge in digital, business, and technology innovation. Through engaging conversations, the podcast explores their journeys—celebrating successes and acknowledging the balance between work and family. Most importantly, it asks: when was the moment you realized you hadn’t just arrived—you were truly in your element? About The Hosts: Suchi Srinivasan is an expert in AI and digital transformation. Originally from India, her career includes roles at trailblazing organizations like Bell Labs and Microsoft. In 2011, she co-founded the Cleanweb Hackathon, a global initiative driving IT-powered climate solutions with over 10,000 members across 25+ countries. She also advises Women in Cloud, aiming to create $1B in economic opportunities for women entrepreneurs by 2030. Kamila Rakhimova is a fintech leader whose journey took her from Tajikistan to the U.S., where she built a career on her own terms. Leveraging her English proficiency and international relations expertise, she discovered the power of microfinance and moved to the U.S., eventually leading Amazon's Alexa Fund to support underrepresented founders. Subscribe to In Her Ellement on your podcast app of choice to hear meaningful conversations with women in digital, business, and technology.…
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เนื้อหาจัดทำโดย Fatih Yavuz เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Fatih Yavuz หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
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Understanding Message Delivery: At-Most-Once, At-Least-Once, and Exactly-Once Semantics
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เนื้อหาจัดทำโดย Fatih Yavuz เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Fatih Yavuz หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
Dive into the world of Kafka message delivery semantics and discover how they impact distributed system reliability and performance.
In this episode, we explore:
- The crucial differences between at-most-once, at-least-once, and exactly-once delivery
- Real-world applications of each semantic, including a banking system scenario
- How Kafka achieves exactly-once processing through transactions
- The trade-offs between reliability, performance, and complexity in message delivery
Tune in to gain valuable insights that will help you make informed decisions about message delivery in your Kafka-based systems.
Want to dive deeper into this topic? Check out our blog post here: Read more
★ Support this podcast on Patreon ★35 ตอน
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This feed was archived on January 21, 2025 12:35 (
Why? ฟีดที่ไม่ได้ใช้งาน status. เซิร์ฟเวอร์ของเราไม่สามารถดึงฟีดพอดคาสท์ที่ใช้งานได้สักระยะหนึ่ง
What now? You might be able to find a more up-to-date version using the search function. This series will no longer be checked for updates. If you believe this to be in error, please check if the publisher's feed link below is valid and contact support to request the feed be restored or if you have any other concerns about this.
Manage episode 438177427 series 3597921
เนื้อหาจัดทำโดย Fatih Yavuz เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Fatih Yavuz หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
Dive into the world of Kafka message delivery semantics and discover how they impact distributed system reliability and performance.
In this episode, we explore:
- The crucial differences between at-most-once, at-least-once, and exactly-once delivery
- Real-world applications of each semantic, including a banking system scenario
- How Kafka achieves exactly-once processing through transactions
- The trade-offs between reliability, performance, and complexity in message delivery
Tune in to gain valuable insights that will help you make informed decisions about message delivery in your Kafka-based systems.
Want to dive deeper into this topic? Check out our blog post here: Read more
★ Support this podcast on Patreon ★35 ตอน
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Dive into the world of Access Control Lists (ACLs) in Kafka and discover how they complete the security puzzle alongside SSL and SASL. In this episode, we explore: The fundamentals of ACLs and their crucial role in Kafka security How to set up and manage ACLs using the kafka-acls.sh tool Best practices for implementing ACLs, including the principle of least privilege Common pitfalls to avoid when working with Kafka ACLs Join us as we unravel the intricacies of Kafka ACLs and learn how to master this powerful security feature! Want to dive deeper into this topic? Check out our blog posts here: Read more ★ Support this podcast on Patreon ★…
Unlock the secrets of Kafka security with this deep dive into SASL authentication, an essential component for securing your Kafka clusters. In this episode, we explore: The fundamentals of SASL and its importance in Kafka security A breakdown of different SASL mechanisms, including PLAIN, SCRAM, and GSSAPI/Kerberos Expert tips on configuring SASL and avoiding common pitfalls How SASL fits into the bigger picture of Kafka security alongside SSL/TLS and ACLs Tune in to gain valuable insights that will help you implement robust authentication in your Kafka environment and take your security to the next level. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka security with a focus on SSL encryption, a crucial component for protecting your data in transit. In this episode, we explore: The fundamentals of SSL encryption and its importance in Kafka clusters Step-by-step implementation of SSL, from generating certificates to configuring brokers One-way vs. two-way SSL authentication and their security implications Advanced topics like SSL endpoint identification and performance considerations Tune in for expert insights, practical tips, and essential best practices to secure your Kafka deployments with SSL encryption. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Kafka monitoring with Prometheus and Grafana, essential tools for maintaining healthy and high-performing clusters. In this episode, we explore: Prometheus and Grafana: What they are and how they complement each other in monitoring Kafka Integration with Kafka: Using exporters to collect and visualize metrics effectively Critical Kafka metrics: From CPU usage to message throughput and everything in between Best practices and common pitfalls in Kafka monitoring to help you avoid alert fatigue Tune in to master the art of Kafka monitoring and learn how to handle thousands of metrics with ease. Discover why monitoring the right things is more important than monitoring everything. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Uncover the power of Kafka metrics and JMX in this deep dive episode of Kafka Internals Crashcasts. In this episode, we explore: The essentials of Kafka metrics and how JMX provides access to crucial performance data A breakdown of broker, producer, and consumer metrics, and their significance in monitoring Best practices for effective metric collection, visualization, and interpretation Tune in to gain invaluable insights into maintaining a healthy and high-performing Kafka cluster. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Apache Kafka performance optimization with our expert-led exploration of hardware and OS tuning techniques. In this episode, we explore: Essential hardware components for a high-performing Kafka cluster Crucial OS-level tweaks to boost Kafka's efficiency Network optimization strategies for improved throughput The surprising impact of NUMA architecture on Kafka performance Tune in for a comprehensive guide to fine-tuning your Kafka setup and unlocking its full potential. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka performance tuning and discover how to supercharge your data streaming infrastructure for peak efficiency. In this episode, we explore: Broker optimization: Uncover the secrets of disk I/O, JVM tuning, and network configuration for maximum throughput Producer fine-tuning: Learn how batch size, compression, and acknowledgment settings can boost your data ingestion Consumer strategies: Master the art of fetch size, thread management, and offset commit strategies for seamless data processing Real-world insights: Hear practical examples and analogies that bring Kafka optimization to life Tune in to unlock the full potential of your Kafka clusters and avoid common performance pitfalls! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the future of Kafka as we explore KRaft, the groundbreaking new metadata management system set to revolutionize Kafka's architecture. In this episode, we explore: The evolution from ZooKeeper to KRaft: Unraveling the why and how Game-changing benefits: Simplicity, scalability, and enhanced performance Navigating the migration: Challenges and strategies for a smooth transition KRaft vs. the competition: How it stands out in the world of distributed systems Join us for an in-depth look at this pivotal shift in Kafka's internal architecture and gain valuable insights for your own migration journey. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the intricate world of Kafka's coordination mechanisms and discover how this powerful distributed system maintains its resilience and efficiency. In this episode, we explore: The fascinating process of leader election in Kafka, orchestrated by a controller broker How ZooKeeper acts as the backbone for metadata management, keeping the entire system in sync Kafka's robust approach to handling broker failures and ensuring continuous operation Best practices for optimizing leader election and metadata management in your Kafka clusters Tune in to unravel the complexities of Kafka's internal architecture and gain valuable insights into mastering this crucial aspect of distributed systems. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the intricate world of Kafka's internal architecture as we unravel the mysteries of the Controller and partition reassignment. In this episode, we explore: The Controller's crucial role as the "traffic cop" of Kafka clusters The ins and outs of partition reassignment and why it's essential for optimal data distribution Best practices and performance considerations for managing partition reassignment Join us as we demystify these critical components of Kafka's coordination and management systems, and learn how they contribute to the platform's resilience and fault-tolerance. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the intricate world of Kafka's internal architecture as we explore database indexes and message formats. In this episode, we explore: The three types of Kafka indexes and their crucial roles in optimizing message retrieval How Kafka's message format has evolved to improve performance and support new features Performance trade-offs and best practices for managing indexes and working with message formats Tune in for a deep dive into these crucial components that power Kafka's efficiency and learn how to optimize your Kafka setup. Plus, test your knowledge with our quiz on Kafka indexes! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the intricate world of Kafka's internal storage mechanisms and discover how this powerful system manages data efficiently. In this episode, we explore: Log segments: How Kafka breaks down data for optimal management and quick access Storage strategies: The clever use of filesystem and page cache for high-performance operations Retention policies: Flexible approaches to data retention, including time-based, size-based, and log compaction Best practices: Expert tips for configuring and managing Kafka logs effectively Tune in to unravel the complexities of Kafka's log management and gain valuable insights for optimizing your own Kafka clusters. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka message delivery semantics and discover how they impact distributed system reliability and performance. In this episode, we explore: The crucial differences between at-most-once, at-least-once, and exactly-once delivery Real-world applications of each semantic, including a banking system scenario How Kafka achieves exactly-once processing through transactions The trade-offs between reliability, performance, and complexity in message delivery Tune in to gain valuable insights that will help you make informed decisions about message delivery in your Kafka-based systems. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka consumer patterns and uncover the hidden forces shaping data processing in distributed systems. In this episode, we explore: The spectrum of Kafka consumer patterns, from simple to complex How consumer groups revolutionize data processing and scalability Advanced patterns like fan-out and competing consumers for specialized use cases Critical best practices and common pitfalls to watch out for Join us as we decode the intricacies of Kafka consumers and learn how to harness their power for optimal system design. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the critical world of Kafka consumer resilience as we explore strategies for handling failures and rebalances in this insightful episode. In this episode, we explore: The triggers of rebalances and Kafka's ingenious failure detection mechanisms Practical strategies to minimize the impact of rebalances on your system A real-world example of rebalance handling in an e-commerce platform The importance of chaos engineering in testing your Kafka consumer's resilience Tune in for expert insights, practical tips, and a brain-teasing quiz that will elevate your Kafka consumer management skills to Jedi Knight level! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka consumer configurations and performance tuning with expert insights and practical tips. In this episode, we explore: Essential Kafka consumer configurations and their impact on performance The delicate balance between speed and responsiveness in consumer settings Common pitfalls and best practices for optimizing consumer performance The critical concept of consumer lag and its importance in Kafka ecosystems Tune in to master the art of fine-tuning your Kafka consumers for peak performance! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Kafka consumer groups and offsets, essential components for building robust and scalable data streaming systems. In this episode, we explore: Consumer groups: Learn how they enable parallel processing of messages, acting like teams of workers in a factory Offsets: Discover the crucial role of these "bookmarks" in tracking consumption progress and ensuring fault tolerance Rebalancing: Uncover the process that keeps your Kafka system running smoothly when consumers fail or new ones join Commit strategies and best practices: Gain insights into automatic vs. manual offset commits and tips for minimizing rebalancing impacts Tune in for expert insights, practical analogies, and valuable tips to master these key Kafka concepts! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Kafka producers and master the art of error handling and timeouts for building robust, reliable systems. In this episode, we explore: Understanding error types and retry mechanisms in Kafka producers Configuring timeouts for optimal performance and reliability Advanced techniques: leveraging callbacks and idempotent producers Tune in to gain invaluable insights that will elevate your Kafka expertise and help you build more resilient applications. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the intricate world of Kafka producers with a focus on serializers, partitions, and keys in this enlightening episode of Kafka Internals Crashcasts. In this episode, we explore: Serializers: The translators that convert your data into Kafka's language Partitions: Kafka's secret to parallel processing and scalability Keys: The decision-makers in message distribution Custom implementations: Tailoring serializers and partitioners for complex scenarios Tune in to unravel these crucial concepts, learn best practices, and discover the answer to our intriguing quiz about key-partition relationships! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Kafka producer configurations and learn how to optimize your system for peak performance. In this episode, we explore: The critical role of producer configurations in shaping Kafka's behavior and performance Key settings explained: batch size, linger time, compression type, acknowledgments, and retries Real-world examples of configuration tuning and common pitfalls to avoid Expert tips for balancing throughput, latency, and reliability in your Kafka setup Tune in for invaluable insights on fine-tuning your Kafka producers and making informed configuration decisions for your specific use case. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Schema Registry and discover how it streamlines data integration in Kafka ecosystems. In this episode, we explore: The role of Schema Registry as a centralized service for managing schemas in Kafka How Schema Registry handles schema evolution and ensures compatibility between versions Integration with Kafka producers and consumers, supporting formats like Avro and Protobuf Real-world applications and best practices for implementing Schema Registry Tune in to gain valuable insights into maintaining data consistency and flexibility in your Kafka systems. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of real-time data processing with Kafka Streams, a powerful tool for building stream processing applications. In this episode, we explore: The fundamentals of Kafka Streams and how it compares to other stream processing frameworks Core concepts like KStreams and KTables, explained through engaging analogies Real-world applications in fraud detection and e-commerce, plus best practices for implementation Tune in to unlock the potential of Kafka Streams and revolutionize your data processing capabilities. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Kafka Connect and discover how it's revolutionizing data integration in modern applications. In this episode, we explore: The fundamentals of Kafka Connect and why it's a game-changer for data integration Source and Sink connectors: The workhorses behind seamless data movement Standalone vs Distributed modes: Choosing the right setup for your needs Real-world implementation: How LinkedIn leverages Kafka Connect for massive-scale data ingestion Tune in to gain valuable insights into this powerful tool and learn how it can streamline your data pipelines. From simplifying complex integrations to enhancing scalability, Kafka Connect is transforming the way enterprises handle data. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Unlock the power of Kafka's command-line tools with expert insights from Victor in this essential episode for Kafka administrators and developers. In this episode, we explore: The Swiss Army knife of Kafka: An overview of essential command-line tools Hands-on guide: Creating topics, producing, and consuming messages from the terminal Troubleshooting like a pro: Using kafka-consumer-groups to solve real-world issues Expert tips: Best practices and common pitfalls to avoid when using Kafka CLI tools Tune in to master these crucial skills and elevate your Kafka expertise. Plus, test your knowledge with our interactive quiz! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the core of Kafka operations with an exploration of producing and consuming messages in this enlightening episode of "Kafka Internals Crashcasts". In this episode, we explore: The role of producers and consumers in Kafka's architecture Message serialization and the intricacies of sending data How consumers read and track messages using offsets The complexities of message ordering across partitions Tune in for a comprehensive breakdown of these essential Kafka concepts and gain valuable insights into the art of producing and consuming messages! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Apache Kafka as we unravel the art and science of creating compelling topics. In this episode, we explore: The anatomy of Kafka topics: Discover how these vital components function as channels for streaming data Topic creation mastery: Learn to wield command-line tools for effortless topic setup Customization secrets: Uncover the power of partitions and replication factors in optimizing your Kafka ecosystem Best practices unveiled: Navigate common pitfalls and elevate your topic management game Tune in to master the essentials of Kafka topic creation and management, and take your streaming data skills to the next level. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Unlock the power of Kafka for your organization with our step-by-step guide to setting up your first cluster! In this episode, we explore: The essentials of Kafka cluster setup: From hardware requirements to crucial configuration steps Demystifying replication and fault tolerance: Why they're critical for your Kafka implementation Real-world insights: How a hypothetical e-commerce company might structure their Kafka cluster Expert best practices: Insider tips to ensure your Kafka cluster runs smoothly from day one Join Sheila and Kafka wizard Victor as they break down complex concepts into actionable insights, making Kafka cluster setup accessible to all! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the evolving world of Kafka as we explore ZooKeeper's crucial role and the groundbreaking transition to KRaft in this enlightening episode. In this episode, we explore: ZooKeeper's function: Discover how this distributed coordination service orchestrates Kafka's complex operations The KRaft revolution: Uncover the game-changing potential of Kafka's new internal consensus protocol Transition challenges: Learn about the hurdles and best practices in moving from ZooKeeper to KRaft Real-world implementations: Gain insights into how companies are navigating this significant architectural shift Tune in for expert analogies, practical advice, and a glimpse into Kafka's future as we unravel the intricacies of this critical transition. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
Dive into the world of Apache Kafka as we demystify the crucial role of brokers in this insightful episode. In this episode, we explore: The core function of brokers as message managers in Kafka clusters Key responsibilities and configurations that make brokers tick How brokers contribute to Kafka's impressive scalability and fault tolerance The magic number of brokers needed for a truly resilient system Tune in to unravel the complexities of Kafka brokers and discover how they form the backbone of this powerful distributed streaming platform. Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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Kafka Internals Crashcasts
Dive into the world of Apache Kafka as we explore the critical roles of producers and consumers in this powerful distributed streaming platform. In this episode, we explore: The dance of data: How producers and consumers interact with Kafka topics Decoupling demystified: Why Kafka's architecture is built for scalability and fault tolerance Partitions unveiled: The secret behind Kafka's parallel processing prowess Busting myths: Common misconceptions about producers and consumers in Kafka Tune in to unravel the intricacies of Kafka's ecosystem and discover best practices that will elevate your streaming data game! Want to dive deeper into this topic? Check out our blog post here: Read more ★ Support this podcast on Patreon ★…
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