GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP

Summary: GOLAP proposes a GPU-in-data-path for OLAP, streaming compressed blocks from SSDs into the GPU and decompressing on-the-fly during scans. It uses GPU-optimized pruning to boost read bandwidth, reaching up to 100 GiB/s and outperforming systems. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 6985
Venue: SIGMOD
Year: 2024
Pagerank: 5.0413077e-05
Overall Rank: 6,496 | 54.81%
DOI: 10.1145/3698812

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
7,568	Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs	2025	VLDB	4.7084322e-05
7,751	Efficiently Processing Joins and Grouped Aggregations on GPUs	2025	SIGMOD	4.6603427e-05
7,916	Terabyte-Scale Analytics in the Blink of an Eye	2026	VLDB	4.6173899e-05
9,970	Rethinking Analytical Processing in the GPU Era	2026	CIDR	4.1945683e-05
9,975	Cloudspecs: Cloud Hardware Evolution Through the Looking Glass	2026	CIDR	4.1945683e-05
10,621	BLAEQ: A Multigrid Index for Spatial Query on Geometry Data	2025	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 17 of 17 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
305	SIMD-Scan: Ultra Fast in-Memory Table Scan using on-Chip Vector Processing Units	2009	VLDB	0.00028248614
735	Umbra: A Disk-Based System with In-Memory Performance	2020	CIDR	0.00017452467
1,100	Query Optimization In Compressed Database Systems	2001	SIGMOD	0.00014072277
1,273	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012912938
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
2,882	Database Compression on Graphics Processors	2010	VLDB	7.9661218e-05
3,687	Exploiting Directly-Attached NVMe Arrays in DBMS	2020	CIDR	6.8417266e-05
3,696	Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS	2013	VLDB	6.834483e-05
4,363	Hardware-conscious Query Processing in GPU-accelerated Analytical Engines	2019	CIDR	6.2552614e-05
4,956	Dimensions Based Data Clustering and Zone Maps	2017	VLDB	5.8040891e-05
5,019	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	5.7559197e-05
5,040	Tile-based Lightweight Integer Compression in GPU	2022	SIGMOD	5.7425187e-05
5,067	Not your Grandpa's SSD: The Era of Co-Designed Storage Devices	2021	SIGMOD	5.7215985e-05
6,861	HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics	2023	CIDR	4.905263e-05
7,340	SaS: SSD as SQL Database System	2021	VLDB	4.757874e-05
7,377	GPUQP: Query Co-Processing Using Graphics Processors	2007	SIGMOD	4.7484565e-05

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Overall Rank	Paper	Year	Venue	Pagerank
4,281	Maximizing Persistent Memory Bandwidth Utilization for OLAP Workloads	2021	SIGMOD	6.2940039e-05
366	An Array-Based Algorithm for Simultaneous Multidimensional Aggregates	1997	SIGMOD	0.0002552977
13,202	Micro-architectural Analysis of OLAP Systems on Persistent Memory	2022	CIDR	-
4,498	GaccO - A GPU-accelerated OLTP DBMS	2022	SIGMOD	6.138538e-05
1,053	A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database	2009	SIGMOD	0.00014429683
8,096	Micro-architectural Analysis of OLAP: Limitations and Opportunities	2020	VLDB	4.5860565e-05
5,338	Fast In-Memory SQL Analytics on Typed Graphs	2017	VLDB	5.5629772e-05
4,085	In-Cache Query Co-Processing on Coupled CPU-GPU Architectures	2015	VLDB	6.4620277e-05
3,465	GPL: A GPU-based Pipelined Query Processing Engine	2016	SIGMOD	7.0695873e-05
2,067	HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics	2016	VLDB	9.6392739e-05