Тёмный

Proactive Resume and Pause of Resources for Microsoft Azure SQL Database Serverless 

Microsoft Research
Подписаться 329 тыс.
Просмотров 535
50% 1

Demand-driven resource allocation for cloud databases has become a popular research direction. Recent approaches have evolved from reactive policies to proactive decision making. These approaches leverage not only the current resource demand but also the predicted demand to make more informed resource allocation decisions for each database and thus improve the quality of service and reduce the operational costs. We present an infrastructure that enables proactive resource allocation capabilities for millions of serverless Azure SQL databases. Our solution finds near-optimal middle ground between high availability of resources, low operational costs, and low computational overhead of the proactive policy. We describe the design principles we followed and the architectural decisions we made during this cross-team, multi-year journey. Given the size and scope of our solution, we believe that the relational cloud databases in other companies could benefit from the proactive resource allocation capabilities.
Project: www.microsoft....
Publication: www.microsoft....

Опубликовано:

 

29 сен 2024

Поделиться:

Ссылка:

Скачать:

Готовим ссылку...

Добавить в:

Мой плейлист
Посмотреть позже
Комментарии    
Далее
AI for Business Transformation: The Business of Data
48:26
Azure SQL High Availability and Disaster Recovery
49:37
11 ming dollarlik uzum
00:43
Просмотров 1,1 млн
4 Projects to Get Azure AZ-204 Skills (Cloud Engineer)
14:18
SQL vs NoSQL Explained
11:37
Просмотров 330 тыс.
Coding Was Hard Until I Learned THESE 5 Things!
7:40
AI for Business Transformation: Multimodal Models
31:13
Postgres just got even faster
26:42
Просмотров 31 тыс.
Working at Microsoft Research Cambridge
4:16
Просмотров 7 тыс.