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Tackling Hardware/Software co-design from a database perspective

Summary: Introduces Enzian (experimental hardware) and doppioDB (research DB engine) to explore hardware/software co-design for data processing. Argues tight co-design enables new execution models, memory/layout optimizations, and system-level tradeoffs beyond reactive software fixes. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
367
Venue
CIDR
Year
2020
Pagerank
4.5124343e-05
Overall Rank
8,441 | 41.28%
DOI
-

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 4 of 4 citing papers.

Rank Citing Paper Year Venue Pagerank
3,841 Farview: Disaggregated Memory with Operator Off-loading for Database Engines 2022 CIDR 6.7103563e-05
7,340 SaS: SSD as SQL Database System 2021 VLDB 4.757874e-05
7,688 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 4.6772837e-05
10,193 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 11 of 11 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
1,852 Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks 2019 SIGMOD 0.00010322492
1,896 YourSQL: A High-Performance Database System Leveraging In-Storage Computing 2016 VLDB 0.00010179224
3,880 Caribou: Intelligent Distributed Storage 2017 VLDB 6.6700303e-05
4,044 Megaphone: Latency-conscious state migration for distributed streaming dataflows 2019 VLDB 6.4995312e-05
4,602 Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture 2019 VLDB 6.0567387e-05
5,123 Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-Precision Learning 2019 VLDB 5.6796998e-05
6,404 ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation 2019 VLDB 5.0786954e-05
6,422 DPI: The Data Processing Interface for Modern Networks 2019 CIDR 5.0681154e-05
8,202 Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures 2017 SIGMOD 4.5598793e-05
8,423 doppioDB: A Hardware Accelerated Database 2017 SIGMOD 4.5163448e-05
11,676 doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases 2019 VLDB 4.1945683e-05
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Overall Rank Paper Year Venue Pagerank
12,165 SwissBox: An Architecture for Data Processing Appliances 2011 CIDR 4.1945683e-05
12,063 Microsoft SQL Server’s Integrated Database Approach for Modern Applications and Hardware 2013 VLDB 4.1945683e-05
7,038 Demonstrating Efficient Query Processing in Heterogeneous Environments 2014 SIGMOD 4.8546906e-05
10,714 Towards Designing Future-Proof Data Processing Systems 2025 VLDB 4.1945683e-05
11,676 doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases 2019 VLDB 4.1945683e-05
12,019 When Data Management Systems Meet Approximate Hardware: Challenges and Opportunities 2014 VLDB 4.1945683e-05
4,484 The bionic DBMS is coming, but what will it look like? 2013 CIDR 6.1475055e-05
8,423 doppioDB: A Hardware Accelerated Database 2017 SIGMOD 4.5163448e-05
6,953 COD: Database / Operating System Co-Design 2013 CIDR 4.8882519e-05
11,950 Databases and Hardware: The Beginning and Sequel of a Beautiful Friendship 2015 VLDB 4.1945683e-05