Fast Matrix Multiplication for Query Processing
X Hu - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
This paper studies how to use fast matrix multiplication to speed up query processing. As
observed, computing a two-table join and then projecting away the join attribute is …
observed, computing a two-table join and then projecting away the join attribute is …
Density-optimized intersection-free mapping and matrix multiplication for join-project operations
Z Huang, S Chen - Proceedings of the VLDB Endowment, 2022 - dl.acm.org
A Join-Project operation is a join operation followed by a duplicate eliminating projection
operation. It is used in a large variety of applications, including entity matching, set analytics …
operation. It is used in a large variety of applications, including entity matching, set analytics …
Parallel communication obliviousness: One round and beyond
This paper studies communication-oblivious algorithms under the massively parallel
computation (MPC) model. The communication patterns of these algorithms follow a …
computation (MPC) model. The communication patterns of these algorithms follow a …
Jodes: Efficient Oblivious Join in the Distributed Setting
Y Wang, X Zeng, S Wang, F Li - arXiv preprint arXiv:2501.09334, 2025 - arxiv.org
Trusted execution environment (TEE) has provided an isolated and secure environment for
building cloud-based analytic systems, but it still suffers from access pattern leakages …
building cloud-based analytic systems, but it still suffers from access pattern leakages …
Topology-aware Parallel Joins
X Hu, P Koutris - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
We study the design and analysis of parallel join algorithms in a topology-aware
computational model. In this model, the network is modeled as a directed graph, where each …
computational model. In this model, the network is modeled as a directed graph, where each …
BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional Aggregate …
A Cuzzocrea - The International Conference on Data Science and …, 2022 - Springer
This paper introduces BigMDHealth, a composite framework for supporting multidimensional
big data management and analytics over big healthcare data. BigMDHealth adheres to the …
big data management and analytics over big healthcare data. BigMDHealth adheres to the …
Check for BigMDHealth: Supporting Multidimensional Big Data Management and Analytics over Big Healthcare Data via Effective and Efficient Multidimensional …
A Cuzzocrea - Data Science and Emerging Technologies …, 2023 - books.google.com
This paper introduces BigMDHealth, a composite framework for supporting multidimensional
big data management and analytics over big healthcare data. BigMDHealth adheres to the …
big data management and analytics over big healthcare data. BigMDHealth adheres to the …
Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations (extended version)
Z Huang, S Chen - arXiv preprint arXiv:2206.04995, 2022 - arxiv.org
A Join-Project operation is a join operation followed by a duplicate eliminating projection
operation. It is used in a large variety of applications, including entity matching, set analytics …
operation. It is used in a large variety of applications, including entity matching, set analytics …