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Ingesting Fixed-Width Mainframe Files Into Delta Lake
18+ hour, 15+ min ago (410+ words) Fixed-width files from mainframe systems are one of those topics where there's very little written about the specifics and a lot of institutional knowledge living in people's heads or in COBOL copybooks that haven't been updated since 2003. If you're new…...
Architecting Cloud-Native Kafka: From Tiered Storage Towards a Diskless Future
1+ day, 13+ hour ago (1043+ words) Michael Stiefel spoke to Baruch Sadogursky about software architecture in the age of agentic AI. LLM can function, albeit stochastically, as reasoning machines capable of interpreting human ambiguity. With the appropriate rigorous context artifacts to control the LLM's reasoning, software…...
How to analyze the cost of Kafka?
2+ day, 6+ hour ago (561+ words) Which side are you on: "This is just what Kafka costs at scale" or "We should switch to a cheaper Kafka provider"? At Conduktor, our field team works inside Kafka environments that have been running for a long time. We…...
Building a Real-Time Kafka + Cassandra Pipeline
3+ day, 8+ hour ago (16+ words) Introduction Apache Kafka and Apache Cassandra pair effectively because they complement. .. Tagged with dataengineering, cassandra, kafka....
A Beginners guide to Real-time Data Streaming with Apache Kafka
3+ day, 4+ hour ago (61+ words) Introduction Ever wondered how banks are able to detect and stop fraud in real-time? This. .. Tagged with beginners, kafka, datascience, dataengineering....
Kafka's Real Compression Problem Is Batch Depth
5+ day, 19+ hour ago (311+ words) Kafka compression waste is usually a batch depth problem, not a codec problem. Better. .. Tagged with dataengineering, distributedsystems, infrastructure, performance....
Stop adding print statements to debug your data pipeline " use watcher instead
1+ week, 5+ hour ago (13+ words) I built a Python decorator that watches your Data Frame pipelines automatically You know. .....
Inside Streamlit's Re-Run Model " Why Hot Reload Feels Instant
1+ week, 1+ day ago (1298+ words) The first time you save a Streamlit file in your editor and watch the browser update before your hand leaves the keyboard, you assume it is some clever diffing magic. It is not. The mechanism underneath is closer to a…...
How Smartsheet built Real-time Dynamic Filtering on Apache Flink reducing $40 K/month in messaging costs
1+ week, 2+ day ago (563+ words) In this post, you learn how Smartsheet built a Real-time Dynamic Filtering (RDF) system on Amazon Managed Service for Apache Flink, cutting messaging costs by over $40, 000 per month and improving live collaboration latency by 1. 8x. Although SNS supports programmatic changes to…...
How Apache Kafka Powers Real-Time Data Pipelines
1+ week, 2+ day ago (189+ words) Most standard data pipelines run on a schedule. You use tools like Airflow and dbt to extract and. .. Tagged with eventdriven, kafka, ai, dataengineering....