Utilizing (and Designing) Modern Hardware for Data-Intensive Computations: The Role of Abstraction
Summary: Abstraction as a unifying lens to design and evaluate hardware-aware, memory-hierarchy-driven data-centric systems. Tracing abstraction from code to languages, it urges DM research toward hardware/software/compiler co-design for RAM-resident workloads. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Kenneth A. Ross (Columbia University)
BibTeX Citation
@inproceedings{ross_sigmod21,
title = {{Utilizing (and Designing) Modern Hardware for Data-Intensive Computations: The Role of Abstraction}},
author = {Ross, Kenneth A.},
series = {{SIGMOD} '21},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
publisher = {Association for Computing Machinery},
doi = {10.1145/3448016.3460535},
url = {https://dl.acm.org/doi/10.1145/3448016.3460535},
year = {2021}
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