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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
11304
Venue
VLDB
Year
2016
Pagerank
9.6392739e-05
Overall Rank
2,067 | 85.63%
DOI
-

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 25 of 25 citing papers.

Rank Citing Paper Year Venue Pagerank
2,040 A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics 2020 SIGMOD 9.7057698e-05
2,287 Pipelined Query Processing in Coprocessor Environments 2018 SIGMOD 9.0972606e-05
2,688 Accelerating Recommendation System Training by Leveraging Popular Choices 2022 VLDB 8.2991144e-05
3,327 Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects 2020 SIGMOD 7.2205738e-05
4,033 In-RDBMS Hardware Acceleration of Advanced Analytics 2018 VLDB 6.5113267e-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
5,088 TCUDB: Accelerating Database with Tensor Processors 2022 SIGMOD 5.7072189e-05
5,125 The Art of Balance: A RateupDBTM Experience of Building a CPU/GPU Hybrid Database Product 2021 VLDB 5.679423e-05
5,338 Fast In-Memory SQL Analytics on Typed Graphs 2017 VLDB 5.5629772e-05
6,057 Progressive Compressed Records: Taking a Byte out of Deep Learning Data 2021 VLDB 5.2317752e-05
6,066 GPU Database Systems Characterization and Optimization 2024 VLDB 5.2290447e-05
6,496 GOLAP: A GPU-in-Data-Path Architecture for High-Speed OLAP 2024 SIGMOD 5.0413077e-05
6,861 HetCache: Synergising NVMe Storage and GPU acceleration for Memory-Efficient Analytics 2023 CIDR 4.905263e-05
7,091 HongTu: Scalable Full-Graph GNN Training on Multiple GPUs 2023 SIGMOD 4.8370645e-05
7,328 BOSS - An Architecture for Database Kernel Composition 2024 VLDB 4.7610909e-05
7,751 Efficiently Processing Joins and Grouped Aggregations on GPUs 2025 SIGMOD 4.6603427e-05
8,846 Scaling your Hybrid CPU-GPU DBMS to Multiple GPUs 2024 VLDB 4.4372012e-05
9,326 BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach 2023 SIGMOD 4.3556432e-05
10,121 TQEx: Tensor-based Query Engine Enhanced by Bridging the Gap 2026 SIGMOD 4.1945683e-05
10,167 FlashANNS: GPU-Driven Asynchronous I/O Pipelining for Eliminating Storage-Compute Bottlenecks in Billion-Scale Similarity Search 2026 SIGMOD 4.1945683e-05
10,281 GPU Acceleration of SQL Analytics on Compressed Data 2026 VLDB 4.1945683e-05
10,290 RayDB: Building Databases with Ray Tracing Cores 2026 VLDB 4.1945683e-05
10,856 Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs 2025 VLDB 4.1945683e-05
11,009 Sorting on Byte-Addressable Storage: The Resurgence of Tree Structure 2024 VLDB 4.1945683e-05
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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 0.00076197749
42 A Comparison of Approaches to Large-Scale Data Analysis 2009 SIGMOD 0.00073498298
239 GPUTeraSort: High Performance Graphics Co-processor Sorting for Large Database Management 2006 SIGMOD 0.00031617428
497 Column-Stores vs. Row-Stores: How Different Are They Really? 2008 SIGMOD 0.00021716559
775 Relational Joins on Graphics Processors 2008 SIGMOD 0.00016823862
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
2,330 Concurrent Analytical Query Processing with GPUs 2014 VLDB 9.0192228e-05
2,519 Revisiting Co-Processing for Hash Joins on the Coupled CPU-GPU Architecture 2013 VLDB 8.6078505e-05
2,882 Database Compression on Graphics Processors 2010 VLDB 7.9661218e-05
3,103 High-Throughput Transaction Executions on Graphics Processors 2011 VLDB 7.5586143e-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
5,577 Challenges and Opportunities with Big Data 2012 VLDB 5.4259878e-05
8,356 Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems 2012 VLDB 4.5377018e-05
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