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DataFunTalk
DataFunTalk
Jul 10, 2024 · Big Data

Apache SeaTunnel: A Next‑Generation Data Integration Platform for ETL/ELT and OLAP

This article introduces Apache SeaTunnel, a modern data integration platform designed for the EtLT era, detailing its architecture, core connector APIs, checkpoint mechanism, model inference, multi‑table synchronization, the high‑performance SeaTunnel Zeta engine, OLAP use cases, community roadmap, and the commercial WhaleTunnel product.

Apache SeatunnelBig DataELT
0 likes · 22 min read
Apache SeaTunnel: A Next‑Generation Data Integration Platform for ETL/ELT and OLAP
DataFunTalk
DataFunTalk
May 13, 2024 · Big Data

Data Integration Maturity Model: From ETL to EtLT

The article examines the evolution of data integration architectures—from traditional ETL through ELT to the emerging EtLT model—highlighting their advantages, disadvantages, industry trends, maturity stages, and practical guidance for enterprises and professionals navigating modern big‑data pipelines.

Big DataDataOpsELT
0 likes · 31 min read
Data Integration Maturity Model: From ETL to EtLT
DataFunSummit
DataFunSummit
Aug 4, 2023 · Big Data

LakeSoul: An Open‑Source Real‑Time Data Lakehouse Framework – Design, Architecture, Benchmarks and Future Roadmap

This article introduces LakeSoul, an open‑source end‑to‑end real‑time lakehouse framework, detailing its design philosophy, key technologies such as ELT, metadata management, upsert and merge‑on‑read capabilities, performance benchmarks, real‑world use cases, and the roadmap for future enhancements.

Big DataData LakehouseELT
0 likes · 18 min read
LakeSoul: An Open‑Source Real‑Time Data Lakehouse Framework – Design, Architecture, Benchmarks and Future Roadmap
DataFunSummit
DataFunSummit
Jun 12, 2023 · Big Data

From Data Integration to the Modern Data Stack: Concepts, Tools, and Practices

This article explains data integration fundamentals, compares data integration tools such as Stitch, Fivetran, and Airbyte, describes the concepts of data warehouses and data lakes, outlines ETL vs ELT processes, and explores building modern data stacks with Flink CDC and cloud services.

Big DataELTETL
0 likes · 17 min read
From Data Integration to the Modern Data Stack: Concepts, Tools, and Practices
Architects Research Society
Architects Research Society
Feb 18, 2023 · Big Data

Key Factors to Consider When Building Your Own Data Warehouse

This article examines the essential considerations for selecting a modern data warehouse—including data volume, staffing, scalability, and pricing models—while comparing on‑premise and cloud solutions such as Redshift, BigQuery, and Snowflake to help organizations make informed decisions.

Big DataData WarehouseELT
0 likes · 9 min read
Key Factors to Consider When Building Your Own Data Warehouse
Architects Research Society
Architects Research Society
Sep 7, 2021 · Big Data

Key Factors to Consider When Building Your Own Data Warehouse

This article examines essential considerations such as data volume, personnel support, scalability, and pricing models when selecting a data warehouse solution, comparing on‑premise options with modern cloud services like Redshift, BigQuery, and Snowflake for various workload sizes.

Big DataData WarehouseELT
0 likes · 11 min read
Key Factors to Consider When Building Your Own Data Warehouse