activity
20162021
most citedA Scalable Learned Index Scheme in Storage Systems

12 citations · 27 across the 11 of their papers we have counts for

collaborators

11 papers

cs.DC2021

Consistent RDMA-Friendly Hashing on Remote Persistent Memory

Xinxin Liu, Yu Hua, Rong Bai

Coalescing RDMA and Persistent Memory (PM) delivers high end-to-end performance for networked storage systems, which requires rethinking the design of efficient hash structures. In…

cs.CR2021★ 1 cited

Update the Root of Integrity Tree in Secure Non-Volatile Memory Systems with Low Overhead

Jianming Huang, Yu Hua

Data integrity is important for non-volatile memory (NVM) systems that maintain data even without power. The data integrity in NVM is possibly compromised by integrity attacks, whi…

cs.AR2020★ 4 cited

SEALing Neural Network Models in Secure Deep Learning Accelerators

Pengfei Zuo, Yu Hua, Ling Liang +3

Deep learning (DL) accelerators are increasingly deployed on edge devices to support fast local inferences. However, they suffer from a new security problem, i.e., being vulnerable…

cs.CR2019★ 1 cited

A Write-Friendly and Fast-Recovery Scheme for Security Metadata in NVM

Jianming Huang, Yu Hua

Non-Volatile Memories (NVMs) have attracted the attentions of academia and industry, which is expected to become the next-generation memory. However, due to the nonvolatile propert…

cs.DC2019★ 4 cited

Write-Optimized and Consistent RDMA-based NVM Systems

Xinxin Liu, Yu Hua, Xuan Li +1

In order to deliver high performance in cloud computing, we generally exploit and leverage RDMA (Remote Direct Memory Access) in networking and NVM (Non-Volatile Memory) in end sys…

cs.DB2019★ 12 cited

A Scalable Learned Index Scheme in Storage Systems

Pengfei Li, Yu Hua, Pengfei Zuo +1

Index structures are important for efficient data access, which have been widely used to improve the performance in many in-memory systems. Due to high in-memory overheads, traditi…

cs.AR2019★ 3 cited

SAWL:A Self-adaptive Wear-leveling NVM Scheme for High Performance Storage Systems

Jianming Huang, Yu Hua, Pengfei Zuo +2

In order to meet the needs of high performance computing (HPC) in terms of large memory, high throughput and energy savings, the non-volatile memory (NVM) has been widely studied d…

cs.AR2019

Efficient Similarity-aware Compression to Reduce Bit-writes in Non-Volatile Main Memory for Image-based Applications

Zhangyu Chen, Yu Hua, Pengfei Zuo +2

Image bitmaps have been widely used in in-memory applications, which consume lots of storage space and energy. Compared with legacy DRAM, non-volatile memories (NVMs) are suitable…

cs.DC2019★ 1 cited

A Secure and Persistent Memory System for Non-volatile Memory

Pengfei Zuo, Yu Hua, Yuan Xie

In the non-volatile memory, ensuring the security and correctness of persistent data is fundamental. However, the security and persistence issues are usually studied independently…

cs.CR2017★ 1 cited

Bandwidth-efficient Storage Services for Mitigating Side Channel Attack

Pengfei Zuo, Yu Hua, Cong Wang +4

Data deduplication is able to effectively identify and eliminate redundant data and only maintain a single copy of files and chunks. Hence, it is widely used in cloud storage syste…

cs.DC2016

PFO: A Parallel Friendly High Performance System for Online Query and Update of Nearest Neighbors

Nan Zhu, Wenbo He, Xue Liu +1

Nearest Neighbor(s) search is the fundamental computational primitive to tackle massive dataset. Locality Sensitive Hashing (LSH) has been a bracing tool for Nearest Neighbor(s) se…