Serverless computing is poised to fulfill the long-held promise of transparent elasticity and millisecond-level pricing. To achieve this goal, service providers impose a finegrained …
Serverless computing has recently attracted a lot of attention from research and industry due to its promise of ultimate elasticity and operational simplicity. However, there is no …
Much like on-premises systems, the natural choice for running database analytics workloads in the cloud is to provision a cluster of nodes to run a database instance. However, analytics …
C Jin, Z Zhang, X Xiang, S Zou, G Huang… - Proceedings of the ACM …, 2023 - dl.acm.org
Serverless computing provides fine-grained resource elasticity for data analytics---a job can flexibly scale its resources for each stage, instead of sticking to a fixed pool of resources …
H Bian, T Sha, A Ailamaki - Proceedings of the ACM on Management of …, 2023 - dl.acm.org
Cloud function (CF) services, such as AWS Lambda, have been applied as the new computing infrastructure in implementing analytical query engines. For bursty and sparse …
Serverless computing has gained attention due to its fine-grained provisioning, large-scale multi-tenancy, and on-demand scaling. However, it also forces applications to externalize …
Serverless platforms facilitate transparent resource elasticity and fine-grained billing, making them an attractive choice for data analytics. We find that while server-centric analytics …
A Van Renen, V Leis - Proceedings of the VLDB Endowment, 2023 - dl.acm.org
The cloud facilitates the transition to a service-oriented perspective. This affects cloud-native data management in general, and data analytics in particular. Instead of managing a multi …
J Kim, K Lee - 2019 IEEE 12th International Conference on …, 2019 - ieeexplore.ieee.org
Serverless computing is attracting considerable attention recently, but many published papers use micro-benchmarks for evaluation that might result in impracticality. To address …