Optimizing LSM-based indexes for disaggregated memory

R Wang, C Gao, J Wang, P Kadam, M TamerÖzsu… - The VLDB Journal, 2024 - Springer
The emerging trend of memory disaggregation where CPU and memory are physically
separated from each other and are connected via ultra-fast networking, eg, over Remote …

Understanding the performance implications of the design principles in storage-disaggregated databases

X Pang, J Wang - Proceedings of the ACM on Management of Data, 2024 - dl.acm.org
Storage-compute disaggregation has recently emerged as a novel architecture in modern
data centers, particularly in the cloud. By decoupling compute from storage, this new …

[PDF][PDF] Prophet: Optimizing LSM-Based Key-Value Store on ZNS SSDs with File Lifetime Prediction and Compaction Compensation

G Liu, C Yang, Q Yu, C Guo, W Xia… - 38th Intl. Conf. on …, 2024 - msstconference.org
In LSM-tree-based key-value stores (LSM-KV stores), the high write amplification (WA) in
both LSM-KV store level and device level (device internal GC) caused by compaction …

Can Modern LLMs Tune and Configure LSM-based Key-Value Stores?

V Thakkar, M Sukumar, J Dai, K Singh… - Proceedings of the 16th …, 2024 - dl.acm.org
Log-Structured-Merge tree-based Key-Value Stores (LSM-KVSs) are important data storage
building blocks in modern IT infrastructure. However, tuning their performance involves …

MetaHive: A Cache-Optimized Metadata Management for Heterogeneous Key-Value Stores

A Heidari, A Ahmadi, Z Zhi, W Zhang - arXiv preprint arXiv:2407.19090, 2024 - arxiv.org
Cloud key-value (KV) stores provide businesses with a cost-effective and adaptive
alternative to traditional on-premise data management solutions. KV stores frequently …

[PDF][PDF] SAS-Cache: A Semantic-Aware Secondary Cache for LSM-based Key-Value Stores

CG Zhang Cao, Z Lv, A Ananthabhotla, Z Cao - msstconference.org
LSM-based key-value stores (LSM-KV stores) are widely used in today's IT infrastructure to
store unstructured data. Existing LSM-KV stores use various storage backends including …