Exploiting data locality in memory for ORAM to reduce memory access overheads
Jinxi Kuang, Minghua Shen, Yutong Lu, Nong Xiao
摘要
This paper proposes a locality-aware Oblivious RAM (ORAM) primitive, named Green ORAM, which exploits spatial locality of data in the physical memory for reducing ORAM overheads. The Green ORAM is novel consisting of three policies. The first is row-guided label allocation used for mapping spatial locality onto ORAM tree to reduce the number of memory commands. The second is segment-based path replacement able to improve the data locality within the path in the ORAM tree in order to remove the redundant memory accesses. The third is multi-path write-back able to improve the data locality between different paths in order to obtain theoretical best stash hit rate. Notably, the Green ORAM still maintains the security as we analyzed. Experimental results show that Green ORAM achieves a 28.72% access latency reduction, and a 19.06% memory energy consumption reduction on average, compared with the state-of-the-art String ORAM.
问问这篇 Paper
问问你的智能体。
Lune 读过与它相关的顶会 Paper,每个回答都会注明依据哪几篇。
引用它的顶会 Paper2
- Practical Federated Recommendation Model Learning Using ORAM with Controlled PrivacyJinyu Liu, Wenjie Xiong, G. Edward Suh, Kiwan MaengASPLOS 2025 · 被引用 2 次
- V-ORAM: A Versatile and Adaptive ORAM Framework with Service Transformation for Dynamic WorkloadsBo Zhang, Helei Cui, Xingliang Yuan, Zhiwen Yu 等USENIX Security 2025
相关 Paper
- Multi-Range Supported Oblivious RAM for Efficient Block Data RetrievalYuezhi Che, Rujia WangHPCA 2020 · 被引用 16 次
- LolliRAM: A Cross-Layer Design to Exploit Data Locality in Oblivious RAMYi Wang, Weixuan Chen, Xianhua Wang, Rui MaoDAC 2021 · 被引用 3 次
- PageORAM: An Efficient DRAM Page Aware ORAM StrategyRachit Rajat, Yongqin Wang, Murali AnnavaramMICRO 2022 · 被引用 5 次
- Streamline Ring ORAM Accesses through Spatial and Temporal OptimizationDingyuan Cao, Mingzhe Zhang, Hang Lu, Xiaochun Ye 等HPCA 2021 · 被引用 17 次
- IR-ORAM: Path Access Type Based Memory Intensity Reduction for Path-ORAMMehrnoosh Raoufi, Youtao Zhang, Jun YangHPCA 2022 · 被引用 9 次
