MapReduce-based Dimensional ETL Made Easy
Summary: ETLMR: a MapReduce-based dimensional ETL framework enabling scalable DW-style ETL with native star/snowflake and SCD support. End-to-end ETL flows are built with only a few lines of code, covering sources, targets, dimensions, facts, deployment, and scalability. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Authors
- 1. Xiufeng Liu (Aalborg University)
- 2. Christian Thomsen (Aalborg University)
- 3. Torben Bach Pedersen (Aalborg University)
BibTeX Citation
@article{liu_vldb12,
title = {{MapReduce-based Dimensional ETL Made Easy}},
author = {Liu, Xiufeng and Thomsen, Christian and Pedersen, Torben Bach},
journal = {PVLDB},
series = {{VLDB} '12},
volume = {5},
number = {12},
pages = {1882--1893},
doi = {10.14778/2367502.2367528},
url = {https://doi.org/10.14778/2367502.2367528},
year = {2012}
}Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 6,004 | Data Ingestion for the Connected World | 2017 | CIDR |
| 2 | 11,017 | Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud | 2025 | VLDB |
| 3 | 2,887 | Efficient Multi-way Theta-Join Processing Using MapReduce | 2012 | VLDB |
| 4 | 1,054 | Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads | 2012 | VLDB |
| 5 | 3,749 | Integrating Hadoop and Parallel DBMS | 2010 | SIGMOD |
| 6 | 1,791 | Cheetah: A High Performance, Custom Data Warehouse on Top of MapReduce | 2010 | VLDB |
| 7 | 44 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD |
| 8 | 72 | Map-Reduce-Merge: Simplified Relational Data Processing on Large Clusters | 2007 | SIGMOD |
| 9 | 6,312 | A Hadoop Based Distributed Loading Approach to Parallel Data Warehouses | 2011 | SIGMOD |
| 10 | 2,265 | A Platform for Scalable One-Pass Analytics using MapReduce | 2011 | SIGMOD |