Rockset

JUNE 14, 2022

Learn More about Rockset Architecture You can find more information about Rockset's architecture and functionality in the following resources: Aggregator Leaf Tailer: An Alternative to Lambda Architecture for Real-Time Analytics Rockset Concepts, Design & Architecture Converged Index™: The Secret Sauce Behind Rockset's Fast Queries Understanding (..)

Architecture 52

Architecture Lambda Architecture Hadoop Engineering 52

Data Engineering Podcast

JULY 24, 2022

Links Fundamentals of Data Engineering (affiliate link) Ternary Data Designing Data Intensive Applications James Webb Space Telescope Google Colossus Storage System DMBoK == Data Management Body of Knowledge DAMA Bill Inmon Apache Druid RTFM == Read The Fine Manual DuckDB Podcast Episode VisiCalc Ternary Data Newsletter Meroxa Podcast Episode Ruby (..)

Data Engineering 100

Data Engineering Data Engineer Engineering Metadata 100

Data Engineering Podcast

AUGUST 21, 2022

Links Rockset Podcast Episode Embedded Analytics Confluent Kafka AWS Kinesis Lambda Architecture Data Observability Data Mesh DynamoDB Streams MongoDB Change Streams Bigeye Monte Carlo Data The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Support Data Engineering Podcast

Data 100

Data MongoDB Lambda Architecture Scala 100

Christophe Blefari

MARCH 24, 2023

LinkedIn team decided to migrate to a lambda architecture and got 94% uplift in performance. How LinkedIn reduced processing time with Apache Beam — Beam is a distributed processing framework that proposes a unified execution engine for batch and real-time. How fast is DuckDB really?

Data 130

Data Data Pipeline SQL Lambda Architecture 130

LinkedIn Engineering

MARCH 23, 2023

In the past, we often used lambda architecture for processing jobs, meaning that our developers used two different systems for batch and stream processing. However, while this helped, it still required excessive manual effort to build and maintain both a streaming and a batch pipeline.

Process 90

Process Lambda Architecture Kafka Datasets 90

Pinterest Engineering

MAY 2, 2023

For future work, we are looking into both more efficient and scalable data storage solutions, such as event compression or online-offline lambda architecture, as well as more scalable online model inference capability integrated into the streaming platform.

Datasets 83

Datasets Lambda Architecture Engineering Software Engineer 83

ProjectPro

DECEMBER 29, 2022

It introduces the Lambda Architecture, a scalable, simple-to-implement method that can be built and managed by a small team. Big Data: Principles and best practices of scalable realtime data systems - Nathan Marz, James Warren This book is about big data , but it's more than just a simple list of concepts.

Data Engineering 52

Data Engineering Data Engineer Engineering Data Warehouse 52

Data Engineering Podcast

MAY 11, 2020

Lambda Architecture Event Sourcing WebAssembly Apache Flink Podcast Episode Pulsar Summit The intro and outro music is from The Hug by The Freak Fandango Orchestra / CC BY-SA Support Data Engineering Podcast

Kafka 100

Kafka Cloud Data Lambda Architecture 100

Data Engineering Podcast

DECEMBER 31, 2018

Links Pravega Amazon SQS (Simple Queue Service) Amazon Simple Workflow Service (SWF) Azure EMC Zookeeper Podcast Episode Bookkeeper Kafka Pulsar Podcast Episode RocksDB Flink Podcast Episode Spark Podcast Episode Heron Lambda Architecture Kappa Architecture Erasure Code Flink Forward Conference CAP Theorem The intro and outro music is from The Hug (..)

Data Process 100

Data Process Lambda Architecture Kafka Process 100

Rockset

MAY 12, 2022

Lambda Architecture: Too Many Compromises A decade ago, a multitiered database architecture called Lambda began to emerge. Lambda systems try to accommodate the needs of both big data-focused data scientists as well as streaming-focused developers by separating data ingestion into two layers.

Analytics Application 52

Analytics Application Lambda Architecture Database SQL 52

Data Engineering Podcast

JUNE 1, 2020

Links Upsolver Podcast Episode DBA == Database Administrator IDF == Israel Defense Forces Data Lake Eventual Consistency Apache Spark Redshift Spectrum Azure Synapse Analytics SnowflakeDB Podcast Episode BigQuery Presto Podcast Episode Apache Kafka Cartesian Product kSQLDB Podcast Episode Eventador Podcast Episode Materialize Podcast Episode Common (..)

Data Lake 100

Data Lake Database Data SQL 100

Data Engineering Weekly

MARCH 26, 2023

Join Live Session LinkedIn: Unified Streaming And Batch Pipelines At LinkedIn: Reducing Processing time by 94% with Apache Beam One of the curses of adopting Lambda Architecture is the need for rewriting business logic in both streaming and batch pipelines.

Data Engineering 52

Data Engineering Data Engineer Engineering Data 52

dbt Developer Hub

JUNE 30, 2020

Lambda views are a simple and readily available solution that is tool agnostic and SQL based. What are lambda views? ​ The idea of lambda views comes from lambda architecture. Drew and I had a brainstorming session to discuss lambda architecture and the initial concept of lambda views.

SQL 52

SQL Lambda Architecture Architecture Data 52

Data Engineering Podcast

JUNE 16, 2019

The Lambda architecture was popular in the early days of Hadoop but seems to have fallen out of favor. The Lambda architecture was popular in the early days of Hadoop but seems to have fallen out of favor. How does this unified interface resolve the shortcomings and complexities of that approach? (e.g.

Data Lake 100

Data Lake Data Data Warehouse Lambda Architecture 100

Monte Carlo

MARCH 14, 2023

Also worth noting is lambda architecture-based data ingestion which is a hybrid model that combines features of both streaming and batch data ingestion. Some data teams will leverage micro-batch strategies for time sensitive use cases. These involve data pipelines that will ingest data every few hours or even minutes.

Data Ingestion 52

Data Ingestion Data Data Warehouse Data Pipeline 52

Cloudera

NOVEMBER 2, 2020

Data streamed in is queryable in conjunction with historical data, avoiding need for Lambda Architecture. Figure 1 below shows a standard architecture for a Real-Time Data Warehouse. Optimized for point lookups, analytics, mutations, etc. with low latency and high concurrency. Data Model. Conventional enterprise data types.

Data Warehouse 98

Data Warehouse Data Kafka SQL 98

ProjectPro

AUGUST 24, 2021

The current architecture is called Lambda architecture, where you can handle both real-time streaming data and batch data. You will then visualize these events using the Plotly-Dash to tell a story about the activities occurring on the server and if there is anything your team should be cautious about.

Data Engineering 52

Data Engineering Data Engineer Engineering Coding 52