Applications and challenges for large language models: From data management perspective
Data management is indispensable for informed decision-making in the big data era. In the
meantime, Large Language Models (LLMs), equipped with billions of model parameters and …
meantime, Large Language Models (LLMs), equipped with billions of model parameters and …
Cache tables: Paving the way for an adaptive database cache
Publisher Summary This chapter introduces a new database object called cache table that
enables persistent caching of the full or partial content of a remote database table. The …
enables persistent caching of the full or partial content of a remote database table. The …
MTCache: Transparent mid-tier database caching in SQL server
Many applications today run in a multitier environment with browser-based clients, midtier
(application) servers and a backend database server. Midtier database caching attempts to …
(application) servers and a backend database server. Midtier database caching attempts to …
Improving mobile database access over wide-area networks without degrading consistency
We report on the design, implementation, and evaluation of a system called Cedar that
enables mobile database access with good performance over low-bandwidth networks. This …
enables mobile database access with good performance over low-bandwidth networks. This …
Bypass caching: Making scientific databases good network citizens
Scientific database federations are geographically distributed and network bound. Thus,
they could benefit from proxy caching. However, existing caching techniques are not …
they could benefit from proxy caching. However, existing caching techniques are not …
Orthogonal persistence revisited
The social and economic importance of large bodies of programs and data that are
potentially long-lived has attracted much attention in the commercial and research …
potentially long-lived has attracted much attention in the commercial and research …
Automated physical design in database caches
Performance of proxy caches for database federations that serve a large number of users is
crucially dependent on its physical design. Current techniques, automated or otherwise, for …
crucially dependent on its physical design. Current techniques, automated or otherwise, for …
Consistency-preserving caching of dynamic database content
With the growing use of dynamic web content generated from relational databases,
traditional caching solutions for through put and latency improvements are ineffective. We …
traditional caching solutions for through put and latency improvements are ineffective. We …
Efficient querying of distributed provenance stores
Current projects that automate the collection of provenance information use a centralized
architecture for managing the resulting metadata-that is, provenance is gathered at remote …
architecture for managing the resulting metadata-that is, provenance is gathered at remote …
Transparent mid-tier database caching in sql server
Many applications today are designed for a multi-tier environment typically consisting of
browser-based clients, application servers and a backend database server. Application …
browser-based clients, application servers and a backend database server. Application …