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BOSS - An Architecture for Database Kernel Composition

Summary: BOSS: architecture for composing DB kernels using partial query evaluation and a unified exchange format to connect storage, planning and compute (e.g., Arrow, Velox, ArrayFire). Prototype yields easy, low‑overhead integration and speedups vs CPU-only Velox, sometimes beating GPU-only HeavyDB. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13761
Venue
VLDB
Year
2024
Pagerank
4.7610909e-05
Overall Rank
7,328 | 49.03%
DOI
10.14778/3636218.3636239

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Showing 7 of 7 citing papers.

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Outgoing Citations (Sorted by Pagerank)

Showing 26 of 26 cited papers.

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

Rank Cited Paper Year Venue Pagerank
60 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00064439773
853 Everything You Always Wanted to Know About Compiled and Vectorized Queries But Were Afraid to Ask 2018 VLDB 0.00015940507
1,108 Froid: Optimization of Imperative Programs in a Relational Database 2018 VLDB 0.00013984276
1,273 The Yin and Yang of Processing Data Warehousing Queries on GPU Devices 2013 VLDB 0.00012912938
1,287 Hardware-Oblivious Parallelism for In-Memory Column-Stores 2013 VLDB 0.00012820443
2,040 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.7057698e-05
2,067 HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics 2016 VLDB 9.6392739e-05
2,287 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0972606e-05
2,443 Data Management for Data Science: Towards Embedded Analytics 2020 CIDR 8.8078476e-05
2,528 Velox: Meta’s Unified Execution Engine 2022 VLDB 8.59454e-05
2,573 Query Optimization for Dynamic Imputation 2017 VLDB 8.518235e-05
2,651 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 8.3694317e-05
3,104 Computing Local Sensitivities of Counting Queries with Joins 2020 SIGMOD 7.5578613e-05
3,151 A Memory Bandwidth-Efficient Hybrid Radix Sort on GPUs 2017 SIGMOD 7.4720668e-05
3,305 Robust Query Processing in Co-Processor-accelerated Databases 2016 SIGMOD 7.2460965e-05
3,327 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2205738e-05
3,465 GPL: A GPU-based Pipelined Query Processing Engine 2016 SIGMOD 7.0695873e-05
3,648 One WITH RECURSIVE is Worth Many GOTOs 2021 SIGMOD 6.8831123e-05
3,898 Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment 2021 VLDB 6.6551268e-05
4,002 MG-Join: A Scalable Join for Massively Parallel Multi-GPU Architectures 2021 SIGMOD 6.545665e-05
4,239 The Composable Data Management System Manifesto 2023 VLDB 6.3318452e-05
4,498 GaccO - A GPU-accelerated OLTP DBMS 2022 SIGMOD 6.138538e-05
4,704 JSON Tiles: Fast Analytics on Semi-Structured Data 2021 SIGMOD 5.9853687e-05
5,019 Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS 2022 VLDB 5.7559197e-05
7,155 Evaluating Multi-GPU Sorting with Modern Interconnects 2022 SIGMOD 4.8149812e-05
7,551 Efficient Top-K Query Processing on Massively Parallel Hardware 2018 SIGMOD 4.7134746e-05
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