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Visual tuning
Fine-tuning visual models has been widely shown promising performance on many
downstream visual tasks. With the surprising development of pre-trained visual foundation …
downstream visual tasks. With the surprising development of pre-trained visual foundation …
Automatic database management system tuning through large-scale machine learning
Database management system (DBMS) configuration tuning is an essential aspect of any
data-intensive application effort. But this is historically a difficult task because DBMSs have …
data-intensive application effort. But this is historically a difficult task because DBMSs have …
An end-to-end automatic cloud database tuning system using deep reinforcement learning
Configuration tuning is vital to optimize the performance of database management system
(DBMS). It becomes more tedious and urgent for cloud databases (CDB) due to the diverse …
(DBMS). It becomes more tedious and urgent for cloud databases (CDB) due to the diverse …
[کتاب][B] Principles of distributed database systems
MT Özsu, P Valduriez - 1999 - Springer
The first edition of this book appeared in 1991 when the technology was new and there were
not too many products. In the Preface to the first edition, we had quoted Michael Stonebraker …
not too many products. In the Preface to the first edition, we had quoted Michael Stonebraker …
Schism: a workload-driven approach to database replication and partitioning
We present Schism, a novel workload-aware approach for database partitioning and
replication designed to improve scalability of shared-nothing distributed databases …
replication designed to improve scalability of shared-nothing distributed databases …
Relational cloud: A database-as-a-service for the cloud
This paper introduces a new transactional “database-as-a-service”(DBaaS) called
Relational Cloud. A DBaaS promises to move much of the operational burden of …
Relational Cloud. A DBaaS promises to move much of the operational burden of …
Integrating vertical and horizontal partitioning into automated physical database design
In addition to indexes and materialized views, horizontal and vertical partitioning are
important aspects of physical design in a relational database system that significantly impact …
important aspects of physical design in a relational database system that significantly impact …
Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems
The advent of affordable, shared-nothing computing systems portends a new class of
parallel database management systems (DBMS) for on-line transaction processing (OLTP) …
parallel database management systems (DBMS) for on-line transaction processing (OLTP) …
Automating physical database design in a parallel database
Physical database design is important for query performance in a shared-nothing parallel
database system, in which data is horizontally partitioned among multiple independent …
database system, in which data is horizontally partitioned among multiple independent …
Online balancing of range-partitioned data with applications to peer-to-peer systems
We consider the problem of horizontally partitioning a dynamic relation across a large
number of disks/nodes by the use of range partitioning. Such partitioning is often desirable …
number of disks/nodes by the use of range partitioning. Such partitioning is often desirable …