Survey of vector database management systems
There are now over 20 commercial vector database management systems (VDBMSs), all
produced within the past five years. But embedding-based retrieval has been studied for …
produced within the past five years. But embedding-based retrieval has been studied for …
Optimizing LSM-based indexes for disaggregated memory
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 …
separated from each other and are connected via ultra-fast networking, eg, over Remote …
CaaS-LSM: compaction-as-a-service for LSM-based key-value stores in storage disaggregated infrastructure
Optimizing LSM-based Key-Value Stores (LSM-KVS) for disaggregated storage is essential
to achieve better resource utilization, performance, and flexibility. Most of the existing studies …
to achieve better resource utilization, performance, and flexibility. Most of the existing studies …
TDSQL: Tencent Distributed Database System
Distributed databases have become indispensable in contemporary computing and data
processing, owing to their pivotal role in ensuring high availability and scalability. They …
processing, owing to their pivotal role in ensuring high availability and scalability. They …
A CXL-powered database system: Opportunities and challenges
Compute Express Link (CXL) is emerging as a significant player in the landscape of modern
database man-agement systems (DBMS). CXL is an open industry-standard interconnect …
database man-agement systems (DBMS). CXL is an open industry-standard interconnect …
Share: Stackelberg-Nash based Data Markets
With the prevalence of data-driven intelligence, data markets with various data products are
gaining considerable interest as a promising paradigm for commoditizing data and …
gaining considerable interest as a promising paradigm for commoditizing data and …
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 …
data centers, particularly in the cloud. By decoupling compute from storage, this new …
Vector Database Management Techniques and Systems
Feature vectors are now mission-critical for many applications, including retrieval-based
large language models (LLMs). Traditional database management systems are not …
large language models (LLMs). Traditional database management systems are not …
SELCC: Coherent Caching over Compute-Limited Disaggregated Memory
Disaggregating memory from compute offers the opportunity to better utilize stranded
memory in data centers. It is important to cache data in the compute nodes and maintain …
memory in data centers. It is important to cache data in the compute nodes and maintain …
SIMDified Data Processing-Foundations, Abstraction, and Advanced Techniques
Query execution techniques in database systems are constantly adapting to novel hardware
features in order to improve query performance, in particular for analytical queries. In the last …
features in order to improve query performance, in particular for analytical queries. In the last …