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Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s13222-014-0164-zopenalex-snapshot
The Design and Implementation of CoGaDB: A Column-oriented GPU-accelerated DBMS
inferredcites →https://doi.org/10.1109/fccm.2012.18openalex-snapshot
On-the-fly Composition of FPGA-Based SQL Query Accelerators Using a Partially Reconfigurable Module Library
inferredcites →https://doi.org/10.1109/ipdps.2011.420openalex-snapshot
Power, Programmability, and Granularity: The Challenges of ExaScale Computing
inferredcites →https://doi.org/10.1109/tpds.2021.3104255openalex-snapshot
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System
inferredcites →https://doi.org/10.1145/1735688.1735706openalex-snapshot
Accelerating SQL database operations on a GPU with CUDA
inferredcites →https://doi.org/10.1145/2588555.2610507openalex-snapshot
Morsel-driven parallelism
inferredcites →https://doi.org/10.1145/2807591openalex-snapshot
Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
inferredcites →https://doi.org/10.1145/2933267.2933291openalex-snapshot
The SABER system for window-based hybrid stream processing with GPGPUs
inferredcites →https://doi.org/10.1145/3035918.3035943openalex-snapshot
All-in-One
inferredcites →https://doi.org/10.1145/3127479.3132746openalex-snapshot
SQML
inferredcites →https://doi.org/10.1145/3299869.3320212openalex-snapshot
DuckDB
inferredcites →https://doi.org/10.1145/3318464.3380595openalex-snapshot
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics
inferredcites →https://doi.org/10.1145/3329785.3329932openalex-snapshot
Relational Queries with a Tensor Processing Unit
inferredcites →https://doi.org/10.1145/3361682openalex-snapshot
Domain-specific hardware accelerators
inferredcites →https://doi.org/10.1145/3399666.3399911openalex-snapshot
The collection Virtual Machine
inferredcites →https://doi.org/10.1145/3448016.3457288openalex-snapshot
Building Advanced SQL Analytics From Low-Level Plan Operators
inferredcites →https://doi.org/10.1145/3462462.3468879openalex-snapshot
Machine learning in SQL by translation to TensorFlow
inferredcites →https://doi.org/10.1145/3465998.3466006openalex-snapshot
Resource-Efficient Database Query Processing on FPGAs
inferredcites →https://doi.org/10.1145/3468791.3468840openalex-snapshot
In-Database Machine Learning with SQL on GPUs
inferredcites →https://doi.org/10.1145/3470496.3533044openalex-snapshot
Understanding data storage and ingestion for large-scale deep recommendation model training
inferredcites →https://doi.org/10.1145/3485126openalex-snapshot
Query Processing on Heterogeneous CPU/GPU Systems
inferredcites →https://doi.org/10.1145/3555041.3589410openalex-snapshot
Data Processing with FPGAs on Modern Architectures
inferredcites →https://doi.org/10.1145/3626246.3653368openalex-snapshot
Apache Arrow DataFusion: A Fast, Embeddable, Modular Analytic Query Engine
inferredcites →https://doi.org/10.1145/3626246.3653369openalex-snapshot
Unified Query Optimization in the Fabric Data Warehouse
inferredcites →https://doi.org/10.1145/3674843openalex-snapshot
SQL2FPGA: Automated Acceleration of SQL Query Processing on Modern CPU-FPGA Platforms
inferredcites →https://doi.org/10.14778/1921071.1921077openalex-snapshot
HYRISE
inferredcites →https://doi.org/10.14778/2002938.2002940openalex-snapshot
Efficiently compiling efficient query plans for modern hardware
inferredcites →https://doi.org/10.14778/2536206.2536210openalex-snapshot
The Yin and Yang of processing data warehousing queries on GPU devices
inferredcites →https://doi.org/10.14778/3021924.3021941openalex-snapshot
Fast in-memory SQL analytics on typed graphs
inferredcites →https://doi.org/10.14778/3137628.3137654openalex-snapshot
CleanM
inferredcites →https://doi.org/10.14778/3303753.3303760openalex-snapshot
HetExchange
inferredcites →https://doi.org/10.14778/3476249.3476296openalex-snapshot
Database technology for the masses
inferredcites →https://doi.org/10.14778/3484224.3484229openalex-snapshot
Modularis
inferredcites →https://doi.org/10.14778/3551793.3551801openalex-snapshot
Designing an open framework for query optimization and compilation
inferredcites →https://doi.org/10.14778/3554821.3554829openalex-snapshot
Velox
inferredcites →https://doi.org/10.14778/3603581.3603604openalex-snapshot
The Composable Data Management System Manifesto
inferredcites →https://doi.org/10.14778/3611479.3611539openalex-snapshot
Declarative Sub-Operators for Universal Data Processing
inferredcites →https://doi.org/10.14778/3632093.3632107openalex-snapshot
GPU Database Systems Characterization and Optimization
inferredcites →https://doi.org/10.14778/3636218.3636239openalex-snapshot
BOSS - An Architecture for Database Kernel Composition

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/s13222-026-00560-wopenalex-snapshot
Compression-Aware GPU Buffer Management
inferred← citeshttps://doi.org/10.1109/compsac69091.2026.00080openalex-snapshot
Agentic Partial Evaluation on Pandas Programs
inferred← citeshttps://doi.org/10.1109/icde65706.2026.00334openalex-snapshot
Green or Greedy? An Ecological Analysis of Data Center GPU Replacements
inferred← citeshttps://doi.org/10.1145/3788853.3803077openalex-snapshot
CoddSpeed: Hardware Accelerated Query Processing in Microsoft Fabric
inferred← citeshttps://doi.org/10.1145/3831664.3837782openalex-snapshot
Analysis of shared memory between CPUs and GPUs
inferred← citeshttps://doi.org/10.1145/3831664.3837790openalex-snapshot
hDAGs: A Directed Acyclic Graph Representation for Scheduling Tasks on Heterogeneous Hardware
inferred← citeshttps://doi.org/10.14778/3749646.3749669openalex-snapshot
Towards Designing Future-Proof Data Processing Systems
inferred← citeshttps://doi.org/10.14778/3749646.3749698openalex-snapshot
Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs
inferred← citeshttps://doi.org/10.14778/3773749.3773754openalex-snapshot
Terabyte-Scale Analytics in the Blink of an Eye
inferred← citeshttps://doi.org/10.14778/3827998.3828020openalex-snapshot
TQP++: Bridging ML Compilers and Analytical Query Processing on GPUs
inferred← citeshttps://doi.org/10.14778/3827998.3838711openalex-snapshot
Future-Proof Data Systems
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