Scaling Persistent In-memory Key-Value Stores over Modern Tiered, Heterogeneous Memory Hierarchies

M Cai, J Shen, Y Yuan, Z Qu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Recent advances in ultra-fast non-volatile memories (eg, 3D XPoint) and high-speed
interconnect fabrics (eg, RDMA) enable a high-performance tiered, heterogeneous memory …

Zero-Indexing Internet Search Augmented Generation for Large Language Models

G He, Z Dai, J Zhu, B Zhao, C Li, Y Peng… - arxiv preprint arxiv …, 2024 - arxiv.org
Retrieval augmented generation has emerged as an effective method to enhance large
language model performance. This approach typically relies on an internal retrieval module …

[PDF][PDF] Extendible RDMA-based Remote Memory KV Store with Dynamic Perfect Hashing Index

Z Liu, X Niu, W Zhou, Y Hong, Z Shi, T Yang, Y Zhang… - yangtonghome.github.io
Perfect hashing is a special hashing function that maps each item to a unique location
without collision, which enables the creation of a KV store with small and constant lookup …