Applications and challenges for large language models: From data management perspective

M Zhang, Z Ji, Z Luo, Y Wu… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
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 …

Cache tables: Paving the way for an adaptive database cache

M Altınel, C Bornhövd, S Krishnamurthy… - Proceedings 2003 VLDB …, 2003 - Elsevier
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 …

MTCache: Transparent mid-tier database caching in SQL server

PA Larson, J Goldstein, J Zhou - … 20th International Conference …, 2004 - ieeexplore.ieee.org
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 …

Improving mobile database access over wide-area networks without degrading consistency

N Tolia, M Satyanarayanan, A Wolbach - Proceedings of the 5th …, 2007 - dl.acm.org
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 …

Bypass caching: Making scientific databases good network citizens

T Malik, R Burns, A Chaudhary - 21st International Conference …, 2005 - ieeexplore.ieee.org
Scientific database federations are geographically distributed and network bound. Thus,
they could benefit from proxy caching. However, existing caching techniques are not …

Orthogonal persistence revisited

A Dearle, GNC Kirby, R Morrison - … 2009, Zurich, Switzerland, July 1-3 …, 2010 - Springer
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 …

Automated physical design in database caches

T Malik, X Wang, R Burns, D Dash… - 2008 IEEE 24th …, 2008 - ieeexplore.ieee.org
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 …

Consistency-preserving caching of dynamic database content

N Tolia, M Satyanarayanan - … of the 16th international conference on …, 2007 - dl.acm.org
With the growing use of dynamic web content generated from relational databases,
traditional caching solutions for through put and latency improvements are ineffective. We …

Efficient querying of distributed provenance stores

A Gehani, M Kim, T Malik - Proceedings of the 19th ACM International …, 2010 - dl.acm.org
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 …

Transparent mid-tier database caching in sql server

PÅ Larson, J Goldstein, J Zhou - Proceedings of the 2003 ACM SIGMOD …, 2003 - dl.acm.org
Many applications today are designed for a multi-tier environment typically consisting of
browser-based clients, application servers and a backend database server. Application …