Blogs - Definition, Design & Architecture
Explore our collection of technical articles about data lakes, data warehouses, and modern data architecture.
Learn about data lake and data warehouse - Definition, Design & Architecture from Avocado Datalake blog pages, from basic concepts, architecture, and how to implement it on AWS, GCP, Azure and Databricks. Discover the benefits of using a data lake for your data storage and analytics needs.
This page will serve as a central listing pages for all the blogs. We are specialized in the data Engineering especially in the data lake and data warehouse implementation and we will be sharing our knowledge and experience through these blogs. We will mainly focus on the blog post which will help the data engineers to get familiar with the basic concepts of data lake and data warehouse and how to implement it on AWS, GCP, Azure and Databricks, first will deep dive into the implementation in the local machine and make those possible to run on the cloud platforms using the Terraform or Cloud formation. We will also be covering the latest trends and technologies in the data engineering space.
Data LakeData Lake ArchitectureData Lake implementation in AWS/GCP/Azure
A comprehensive guide to understanding data lakes, their architecture, and implementation strategies on major cloud platforms.
Avocado Datalakewhy avocado datalakeData ingestion and management solutionsData Product Company
Avocado Datalake is a Data lake and Data warehouse consulting company and provide the data ingestion and management solutions to various small and medium scale companies and start-ups
Data LakeData WarehouseArchitecture Comparison
Understanding the key differences between data lakes and data warehouses, and when to use each for your data storage needs.
Delta LakeData LakeApache Spark
Getting started with delta lake open table format - What is delta lake? how to start with Apache Spark and delta lake on local machine.
Apache IcebergData LakeLake houseApache Spark
Getting started with Apache Iceberg open table format - What is Apache Iceberg? how to start with Apache Spark and Apache Iceberg on local machine.
Apache HudiData LakeWhat is Apache HudiApache Spark
This guide walks you through its core concepts and provides a step-by-step tutorial to get it running with Spark locally. Ready to build a production-ready data lake? Our experts at Avocado Datalake can help.
CoW and MoR table conceptsApache HudiData Lake
CoW and MoR table concepts - Understanding the key differences between CoW and MoR table formats and when to use each for your data storage needs.
GCPApache IcebergDataproc ServerlessBigLake CatalogScalaSBT
Learn how to build and submit an Apache Spark and Apache Iceberg Scala SBT project on Google Cloud Dataproc Serverless using the BigLake Iceberg REST catalog.
GCP LakehouseGoogle DatastreamApache IcebergDataproc ServerlessIngestion CostETL Pipeline
A detailed architectural and cost comparison between our custom Spark JDBC-to-Iceberg ETL pipeline and Google Cloud Datastream, showing 98% savings with scheduling and checkpoints.
GCS Files to IcebergGCP Managed Iceberg TablesBigQuery Managed IcebergDataproc Serverless SparkBigLake TablesData Ingestion Cost Analysis
A detailed architectural and cost comparison between our custom Spark Files-to-Iceberg ETL pipeline and Google Cloud Managed Iceberg Tables, highlighting checkpoints, guards, and costs.
GCS Files to IcebergGCP Dataplex IngestionGCP Dataplex Data EngineeringDataproc Serverless SparkData Lakehouse GovernanceData Ingestion Cost Analysis
A detailed architectural and cost comparison between our custom Spark Files-to-Iceberg ETL pipeline and Google Cloud Dataplex Ingestion tasks.
