3 citations · 3 across the 4 of their papers we have counts for
4 papers
Semord: Learned Semantic-Preserving Placement and Low-Fanout Routing for Distributed Vector Search
Shengze Wang, Yi Liu, Yifan Hua +2
Vector databases are increasingly deployed in distributed settings where different users, sites, or domains maintain vector data. Existing vector databases rely on a coordinator to…
A Distributed Learned Hash Table
Shengze Wang, Yi Liu, Xiaoxue Zhang +2
Distributed Hash Tables (DHTs) are pivotal in numerous high-impact key-value applications built on distributed networked systems, offering a decentralized architecture that avoids…
Outback: Fast and Communication-efficient Index for Key-Value Store on Disaggregated Memory
Yi Liu, Minghao Xie, Shouqian Shi +3
Disaggregated memory systems achieve resource utilization efficiency and system scalability by distributing computation and memory resources into distinct pools of nodes. RDMA is a…
Secure Decentralized Learning with Blockchain
Xiaoxue Zhang, Yifan Hua, Chen Qian
Federated Learning (FL) is a well-known paradigm of distributed machine learning on mobile and IoT devices, which preserves data privacy and optimizes communication efficiency. To…