HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics

Summary: GPU-accelerated OLAP with compressed storage and GPU decompression to bridge I/O bottlenecks. Direct SSD-to-GPU, peer-to-peer transfer; stream-based, block-oriented execution with operator fusion and double buffering; scales with NVMe-GPU, outperforming YDB and MonetDB by 1–2 orders. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 11305
Venue: VLDB
Year: 2016
Pagerank: 9.6300019e-05
Overall Rank: 2,072 | 85.61%
DOI: -

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
2,044	A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics	2020	SIGMOD	9.6963999e-05
2,292	Pipelined Query Processing in Coprocessor Environments	2018	SIGMOD	9.0884645e-05
2,690	Accelerating Recommendation System Training by Leveraging Popular Choices	2022	VLDB	8.2911466e-05
3,328	Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects	2020	SIGMOD	7.2136181e-05
4,040	In-RDBMS Hardware Acceleration of Advanced Analytics	2018	VLDB	6.5052227e-05
5,018	Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS	2022	VLDB	5.7503878e-05
5,039	Tile-based Lightweight Integer Compression in GPU	2022	SIGMOD	5.7369993e-05
5,089	TCUDB: Accelerating Database with Tensor Processors	2022	SIGMOD	5.7017353e-05
5,129	The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product	2021	VLDB	5.6724875e-05
5,334	Fast In-Memory SQL Analytics on Typed Graphs	2017	VLDB	5.5625443e-05
6,059	Progressive Compressed Records: Taking a Byte out of Deep Learning Data	2021	VLDB	5.2272544e-05
6,068	GPU Database Systems Characterization and Optimization	2024	VLDB	5.2240241e-05
6,492	GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP	2024	SIGMOD	5.0364695e-05
6,861	HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics	2023	CIDR	4.9005561e-05
7,087	HongTu: Scalable Full-Graph GNN Training on Multiple GPUs	2023	SIGMOD	4.8324242e-05
7,324	BOSS - An Architecture for Database Kernel Composition	2024	VLDB	4.7565238e-05
7,752	Efficiently Processing Joins and Grouped Aggregations on GPUs	2025	SIGMOD	4.6558737e-05
8,846	Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs	2024	VLDB	4.432948e-05
9,331	BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach	2023	SIGMOD	4.351469e-05
10,121	TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap	2026	SIGMOD	4.1905499e-05
10,167	FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search	2026	SIGMOD	4.1905499e-05
10,293	GPU Acceleration of SQL Analytics on Compressed Data	2026	VLDB	4.1905499e-05
10,302	RayDB: Building Databases with Ray Tracing Cores	2026	VLDB	4.1905499e-05
10,860	Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs	2025	VLDB	4.1905499e-05
11,012	Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure	2024	VLDB	4.1905499e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076209479
42	A Comparison of Approaches to Large-Scale Data Analysis	2009	SIGMOD	0.00073570328
238	GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management	2006	SIGMOD	0.00031596093
496	Column-Stores vs. Row-Stores: How Different Are They Really?	2008	SIGMOD	0.00021705611
771	Relational Joins on Graphics Processors	2008	SIGMOD	0.00016813054
1,271	The Yin and Yang of Processing Data Warehousing Queries on GPU Devices	2013	VLDB	0.00012900735
1,285	Hardware-Oblivious Parallelism for In-Memory Column-Stores	2013	VLDB	0.00012809552
2,336	Concurrent Analytical Query Processing with GPUs	2014	VLDB	9.0106308e-05
2,523	Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture	2013	VLDB	8.599693e-05
2,890	Database Compression on Graphics Processors	2010	VLDB	7.9586083e-05
3,109	High-Throughput Transaction Executions on Graphics Processors	2011	VLDB	7.5516962e-05
3,698	Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS	2013	VLDB	6.8278944e-05
5,583	Challenges and Opportunities with Big Data	2012	VLDB	5.4207742e-05
8,352	Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems	2012	VLDB	4.5333481e-05

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5,334	Fast In-Memory SQL Analytics on Typed Graphs	2017	VLDB	5.5625443e-05
6,068	GPU Database Systems Characterization and Optimization	2024	VLDB	5.2240241e-05
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