Clydesdale: Structured Data Processing on Hadoop
Summary: Clydesdale, a Hadoop-based prototype for structured data processing, achieves major performance gains without changing MapReduce. By fusing DB techniques with Hadoop and exposing ClyQL, a Scala DSL for star-joins, it delivers ~38x faster star-schema workloads than Hive. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Andrey Balmin
- 2. Tim Kaldewey
- 3. Sandeep Tata
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,244 | Can the Elephants Handle the NoSQL Onslaught? | 2012 | VLDB | 7.3247981e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 20 | C-Store: A Column-oriented DBMS | 2005 | VLDB | 0.00086163998 |
| 42 | A Comparison of Approaches to Large-Scale Data Analysis | 2009 | SIGMOD | 0.00073570328 |
| 52 | Database Architecture Optimized for the new Bottleneck: Memory Access | 1999 | VLDB | 0.00066322421 |
| 158 | HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads | 2009 | VLDB | 0.00040401371 |
| 711 | Adaptive Aggregation on Chip Multiprocessors | 2007 | VLDB | 0.00017724982 |
| 789 | Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing) | 2010 | VLDB | 0.00016602215 |
| 3,120 | Llama: Leveraging Columnar Storage for Scalable Join Processing in the MapReduce Framework | 2011 | SIGMOD | 7.533894e-05 |
| 3,193 | Column-Oriented Storage Techniques for MapReduce | 2011 | VLDB | 7.4073719e-05 |
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