Big Data Tools

JUNE 8, 2022

Kafka: Mark KRaft as Production Ready – One of the most interesting changes to Kafka from recent years is that it now works without ZooKeeper. This is possible thanks to implementations of KRaft, a Raft consensus protocol designed specifically for the needs of Kafka. Of course, the main topic is data streaming.

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Big Data Tools

JUNE 8, 2022

Kafka: Mark KRaft as Production Ready – One of the most interesting changes to Kafka from recent years is that it now works without ZooKeeper. This is possible thanks to implementations of KRaft, a Raft consensus protocol designed specifically for the needs of Kafka. Of course, the main topic is data streaming.

Data Engineering 52

Data Engineering Data Engineer Engineering Kafka 52

U-Next

AUGUST 17, 2022

Introduction to 2022 Data Engineer Roles and Responsibilities. Kafka – Kafka is an open-source framework for processing that can handle real-time data flows. Kafka apps may help identify and apply patterns and respond nearly instantly to user demands. Companies and enterprises, large and small, are built on data.

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Cloudera

FEBRUARY 21, 2023

This transformation can be performed on incoming records of a Kafka topic before SSB sees the data. If the Kafka topic has CSV data that we want to add keys and types to it. If the schema you want does not match the incoming Kafka topic. data transformations can be defined using the Kafka Table Wizard.

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Big Data Tools

FEBRUARY 9, 2022

Kafka: Add range and scan query over kv-store in IQv2 — The name of this KIP speaks for itself. Kafka: Add session and window query over kv-store in IQv2 — A complement to the previous KIP, but this time, it’s about window functions. 7 Must-Know Data Buzzwords in 2022 — It’s important to know trends.

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Big Data Tools

FEBRUARY 9, 2022

Kafka: Add range and scan query over kv-store in IQv2 — The name of this KIP speaks for itself. Kafka: Add session and window query over kv-store in IQv2 — A complement to the previous KIP, but this time, it’s about window functions. 7 Must-Know Data Buzzwords in 2022 — It’s important to know trends.

Data Engineering 52

Data Engineering Data Engineer Engineering Big Data Tools 52

Big Data Tools

MAY 19, 2022

Kafka was the first, and soon enough, everybody was trying to grab their own share of the market. In the case of RocketMQ, their attempt is very interesting because, unlike Kafka and Pulsar, RocketMQ is closer to traditional MQs like ActiveMQ (which isn’t really surprising, seeing how it’s based on ActiveMQ).

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Big Data Tools

MAY 19, 2022

Kafka was the first, and soon enough, everybody was trying to grab their own share of the market. In the case of RocketMQ, their attempt is very interesting because, unlike Kafka and Pulsar, RocketMQ is closer to traditional MQs like ActiveMQ (which isn’t really surprising, seeing how it’s based on ActiveMQ).

Data Engineering 52

Data Engineering Data Engineer Engineering Big Data Tools 52

U-Next

AUGUST 10, 2022

Apache Kafka is a well-liked tool for creating a broadcasting pipeline and is used by over 80% of Fortune 500 firms. For instance, Netflix processes around 500 billion events daily using Kafka, from error reports to the user watching activity. The post Data Engineer Salary India 2022 appeared first on Jigsaw Academy.

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Data Engineering Data Engineer Engineering Data Science 52

Netflix Tech

JUNE 1, 2023

By Jose Fernandez , Ed Barker , Hank Jacobs Introduction In November 2022, we introduced a brand new tier —  Basic with ads. We stored these responses in a Keystone stream with outputs for Kafka and Elasticsearch. As we were gearing up for launch, we wanted to ensure it would go as smoothly as possible.

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Big Data Tools

OCTOBER 10, 2022

One of the use cases from the product page that stood out to me in particular was the effort to mirror multiple Kafka clusters in one Brooklin cluster! Follow JetBrains Big Data Tools on Twitter and subscribe to our blog for more news! This is no doubt very interesting. That wraps up September’s Data Engineering Annotated.

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Data Engineering Data Engineer Engineering Kafka 52

Big Data Tools

OCTOBER 10, 2022

One of the use cases from the product page that stood out to me in particular was the effort to mirror multiple Kafka clusters in one Brooklin cluster! Follow JetBrains Big Data Tools on Twitter and subscribe to our blog for more news! This is no doubt very interesting. That wraps up September’s Data Engineering Annotated.

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Data Engineering Data Engineer Engineering Kafka 52

Big Data Tools

NOVEMBER 9, 2022

Kafka: The Next Generation of the Consumer Rebalance Protocol – The current rebalance protocol in Kafka has existed for a long time. Follow JetBrains Big Data Tools on Twitter and subscribe to our blog for more news! It’s superior to what was introduced at first with ZooKeeper, but nevertheless, it’s already a legacy protocol.

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Data Engineering Data Engineer Engineering Big Data Tools 52

Big Data Tools

NOVEMBER 9, 2022

Kafka: The Next Generation of the Consumer Rebalance Protocol – The current rebalance protocol in Kafka has existed for a long time. Follow JetBrains Big Data Tools on Twitter and subscribe to our blog for more news! It’s superior to what was introduced at first with ZooKeeper, but nevertheless, it’s already a legacy protocol.

Data Engineering 52

Data Engineering Data Engineer Engineering Big Data Tools 52

Jesse Anderson

DECEMBER 12, 2022

Apache Kafka came in 2011 and gave the industry a much better way to move real-time data. Apache Kafka has its architectural limitations, and Apache Pulsar was released in 2016. She wrote Data Mesh in 2022 to provide more information about the subject. Apache Flink came in 2011 and gave us our first real streaming engine.

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Data Engineering Weekly

FEBRUARY 5, 2023

Google: Google Research, 2022 & beyond: ML & computer systems Google continues to write about its advancement in AI, and this week’s publication talks about the advancement of distributed systems for ML & hardware acceleration. The blog is an excellent overview of problems with floating points and integer data types.

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Cloudera

JUNE 16, 2022

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. Today, CSP is powered by Apache Flink and Kafka and provides a complete, enterprise-grade stream management and stateful processing solution. Who is affected?

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Cloudera

JUNE 28, 2022

In a previous blog of this series, Turning Streams Into Data Products , we talked about the increased need for reducing the latency between data generation/ingestion and producing analytical results and insights from this data. This blog will be published in two parts. This is what we call the first-mile problem.

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Data Engineering Weekly

JANUARY 22, 2023

Editor’s Note: Update on our blog series One of the promises I made toward the end of 2022 is to publish more of my thoughts and industry observation of data engineering trends. Data Catalog - A broken promise A classic blog triggers a few conversations about Data Catalog and its future. So far, we have published.

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LinkedIn Engineering

JANUARY 19, 2024

Co- Authors: Aditya Hedge and Saumi Bandyopadhyay 2022 was a year driven by change for the Talent Acquisition industry, with nearly 50k company mergers and acquisitions completed worldwide. Apache Kafka - A distributed event streaming platform. The requests and processing metadata are streamed over Kafka.

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Data Engineering Weekly

DECEMBER 18, 2022

McKinsey: The state of AI in 2022—and a half decade in review McKinsey publishes the state of AI in 2022 with the last five years’ review. The author writes an exciting blog, Modern data stack in a Box!! The Percona blog walkthrough JSON support in the relational databases.

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Data Engineering Data Engineer Engineering Relational Database 52

Cloudera

SEPTEMBER 7, 2022

We are now well into 2022 and the megatrends that drove the last decade in data — The Apache Software Foundation as a primary innovation vehicle for big data, the arrival of cloud computing, and the debut of cheap distributed storage — have now converged and offer clear patterns for competitive advantage for vendors and value for customers.

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Data Engineering Weekly

JANUARY 15, 2023

3:23 PM ∙ Jan 6, 2022 18 Likes 4 Retweets But I like the term “Lots of Islands of Simplicity, but it’s a complex toolchain.” 3:23 PM ∙ Jan 6, 2022 18 Likes 4 Retweets But I like the term “Lots of Islands of Simplicity, but it’s a complex toolchain.”

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Data Engineering Data Engineer Engineering Metadata 52

Rockset

JANUARY 26, 2023

The goal of this blog post is to provide best practices on how to use terraform to configure Rockset to ingest the data into two collections, and how to setup a view and query lambdas that are used in an application, plus to show the workflow of later updating the query lambdas.

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Data Engineering Weekly

JANUARY 29, 2023

The blog highlights the complexity around data sourcing from various sources with the mix of CDC and non-CDC events. link] Sponsored: Webinar: How Khatabook Migrated to RudderStack from Segment As Khatabook rapidly scaled users in 2022, Segment’s inferior support and unreasonable pricing became increasingly painful.

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Data Engineering Data Engineer Engineering Deep Learning 52

Data Engineering Weekly

DECEMBER 11, 2022

2022 has been a remarkable year and one of the most memorable years for me personally. Grab writes about how it implemented Zero trust infrastructure for Kafka. In a way, the title is misleading, but the essence of the blog is to build tools to drive process changes, not a general-purpose tool. Yes, we hit the Nelson.

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Data Engineering Data Engineer Engineering Kafka 52

Lyft Engineering

JUNE 28, 2023

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. In this blog post, we will discuss what we built in support of that goal and some of the lessons we learned along the way.

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Cloudera

MAY 25, 2021

According to Gartner , by 2022, more than half of major new business systems will incorporate “continuous intelligence” that use real-time context data to improve decision-making. The post Shorten time to critical insights with Streaming SQL appeared first on Cloudera Blog.

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Data Engineering Weekly

JUNE 12, 2023

It is true for Kafka protocol, Hive metastore, and many others. link] Criteo: PETs for Attribution and Reporting: Key Insights to Take Away The direct cross-site tracking of user activity brings more harm to the consumer than good. The larger question is, at what point does a commercial company build a portable system?

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Data Engineering Data Engineer Engineering AWS 57

dbt Developer Hub

NOVEMBER 3, 2022

In this blog post we’ll dive into how we tackled one source of quality issues: directly relying on upstream database schemas. That means that microservices primarily communicate information through events, often leveraging messaging platforms like Kafka. This schema is managed as part of the Kafka Schema Registry.

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Data Engineering Weekly

DECEMBER 4, 2022

I recently shared the thought and am excited to see Meta’s blog on static analysis of SQL queries. The Helpshift data team writes an exciting blog about how it runs the performance analysis of its chatbot product with Spark. What if CTE can run in parallel and does a speculative execution, reuse/ rewrite for optimal usage?

Data Engineering 52

Data Engineering Data Engineer Engineering Data Lake 52

ProjectPro

JANUARY 25, 2022

Features of PySpark The PySpark Architecture Popular PySpark Libraries PySpark Projects to Practice in 2022 Wrapping Up FAQs Is PySpark easy to learn? Here’s What You Need to Know About PySpark This blog will take you through the basics of PySpark, the PySpark architecture, and a few popular PySpark libraries , among other things.

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Big Data Data Process Process Kafka 52

AltexSoft

NOVEMBER 7, 2022

2022 Airflow user overview. However, the platform is compatible with solutions supporting near real-time and real-time analytics — such as Apache Kafka or Apache Spark. If you are interested in web development, take a look at our blog post on. The Good and the Bad of Apache Kafka Streaming Platform. Web App Development.

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PostgreSQL Metadata Python MySQL 52

Rock the JVM

AUGUST 9, 2022

code, which was officially released on June 24th, 2022. We’re also using an RC of zio-json (at the time of writing, mid-June 2022), which is only used to pretty-print a Map as JSON in our of our examples. Logs-As-A-Stream Many messaging platforms, such as Kafka, Pulsar, and/or RabbitMQ have what they advertise as Stream s.

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Snowflake

APRIL 20, 2023

With Snowpipe Streaming as a new framework for low-latency ingestions, developers can augment existing data-ingestion scenarios and stream Kafka topics and rowsets directly to Snowflake tables. Read our blog to learn more. Learn more about what these new functions are and how they work in our recent blog post.

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Medical Retail Python Pharmaceutical 57

Knowledge Hut

JUNE 30, 2023

It covers popular technologies such as Apache Kafka, Apache Storm, and Apache Hadoop, giving users practical advice on developing and executing effective data pipelines. Continuously Learn and Stay Curious To broaden your knowledge and skills, read books, follow blogs, join online communities, and engage in data engineering initiatives.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

Rockset

JANUARY 3, 2023

This blog compiles real-time data predictions from industry leaders so you know what’s coming in 2023. Move from batch-based stacks to real-time streaming data stacks Pairing an event streaming platform like Confluent Kafka or Kinesis with a batch-based data warehouse limits the value of the data to the organization.

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