Parallel Querying with Non-Dedicated Computers
Summary: DITN parallelizes joins by dynamically outsourcing independent block-level select-project-join-aggregate work to heterogeneous, non-dedicated machines, avoiding partitioning and tuple Exchange. Its Data-In-The-Network abstraction enables gradual scaleout and resilience to failures and load spikes. (summarized by gpt-5.6-luna on Jul 24 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Vijayshankar Raman (IBM)
- 2. Wei Han (IBM)
- 3. Inderpal Narang (IBM)
BibTeX Citation
@article{raman_vldb05,
title = {{Parallel Querying with Non-Dedicated Computers}},
author = {Raman, Vijayshankar and Han, Wei and Narang, Inderpal},
journal = {PVLDB},
series = {{VLDB} '05},
pages = {61},
year = {2005}
}Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 6,570 | Impliance: A Next Generation Information Management Appliance | 2007 | CIDR | 5.8374374e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 53 | Eddies: Continuously Adaptive Query Processing | 2000 | SIGMOD | 0.00041071971 |
| 98 | Encapsulation of Parallelism in the Volcano Query Processing System | 1990 | SIGMOD | 0.00034510605 |
| 457 | Don’t Scrap It, Wrap It! A Wrapper Architecture for Legacy Data Sources | 1997 | VLDB | 0.00018120468 |
| 1,209 | Highly Available, Fault-Tolerant, Parallel Dataflows | 2004 | SIGMOD | 0.00011657178 |
| 1,291 | Managing Intra-operator Parallelism in Parallel Database Systems | 1995 | VLDB | 0.00011307625 |
| 1,675 | Garlic: A New Flavor of Federated Query Processing for DB2 | 2002 | SIGMOD | 0.00010035333 |
| 2,513 | Tuple Routing Strategies for Distributed Eddies | 2003 | VLDB | 8.48462e-05 |
| 3,266 | NCR 3700 - The Next-Generation Industrial Database Computer | 1993 | VLDB | 7.5830838e-05 |
| 4,241 | Dynamic Multi-Resource Load Balancing in Parallel Database Systems | 1995 | VLDB | 6.8094303e-05 |
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| 2 | 4,241 | Dynamic Multi-Resource Load Balancing in Parallel Database Systems | 1995 | VLDB |
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| 5 | 3,200 | Locality-aware Partitioning in Parallel Database Systems | 2015 | SIGMOD |
| 6 | 1,291 | Managing Intra-operator Parallelism in Parallel Database Systems | 1995 | VLDB |
| 7 | 9,446 | Parallelizing Query Optimization on Shared-Nothing Architectures | 2016 | VLDB |
| 8 | 246 | Automating Physical Database Design in a Parallel Database | 2002 | SIGMOD |
| 9 | 1,977 | HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines | 2019 | VLDB |
| 10 | 4,792 | Analysis of Dynamic Load Balancing Strategies for Parallel Shared Nothing Database Systems | 1993 | VLDB |