Towards a Shared-Storage-Based Serverless Database Achieving Seamless Scale-Up and Read Scale-Out
Yingqiang Zhang, Xinjun Yang, Hao Chen, Feifei Li, Jiawei Xu, Jie Zhou, Xudong Wu, Qiang Zhang · 2024
The serverless database has recently attracted increasing attention both in industry and academia due to its high elasticity and the “pay-as-you-go” model. This paper delivers a thorough review of current shared-storage-based commercial serverless databases, pinpointing two major challenges: (1) they either experience difficulties with instance migration during scaling up or restrict the resource usage within a single physical host to avoid potential migration. (2) they lack the ability to scale out secondary nodes due to the absence of strong consistency support in secondary nodes. Based on our experience in building serverless databases, this paper proposes two fundamental requirements to address these two issues: seamless and instant migration and read scale-out. The former allows for instance migration when there are insufficient resources on the resident host during scaling up without application disruption, whereas the latter necessitates strong consistency on secondary nodes to process read requests. To fulfill these fundamental requirements, we propose PolarDB Serverless, a shared-storage-based serverless database achieving seamless scale-up and read scale-out. It supports read scale-out by inheriting the strong consistency feature from PolarDB, making it possible to process strongly consistent reads on secondary nodes. In the pursuit of achieving seamless migration, PolarDB Serverless introduces a transaction migration policy. It ensures there is no interruption to the application during migrations, allowing transactions to continue on the new instance without any disruptions. It also minimizes the overhead of migration, achieving a fast migration. In our evaluation, especially in the context of database migration scenarios, it's noteworthy that the migration of a database instance takes just half a second without causing any exceptions for applications. PolarDB Serverless is the first shared-storage-based serverless database supporting both seamless scale-up and read scale-out and is already commercially available at Alibaba Cloud.