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- research-articleJune 2021
QuiCK: A Queuing System in CloudKit
- Kfir Lev-Ari,
- Yizuo Tian,
- Alexander Shraer,
- Chris Douglas,
- Hao Fu,
- Andrey Andreev,
- Kevin Beranek,
- Scott Dugas,
- Alec Grieser,
- Jeremy Hemmo
SIGMOD '21: Proceedings of the 2021 International Conference on Management of DataPages 2517–2529https://doi.org/10.1145/3448016.3457567We present QuiCK, a queuing system built for managing asynchronous tasks in CloudKit, Apple's storage backend service. QuiCK stores queued messages along with user data in CloudKit, and supports CloudKit's tenancy model including isolation, fair ...
- research-articleJune 2021
Toto – Benchmarking the Efficiency of a Cloud Service
SIGMOD '21: Proceedings of the 2021 International Conference on Management of DataPages 2543–2556https://doi.org/10.1145/3448016.3457555Microsoft aims to increase the efficiency of Azure SQL DB by maximizing the number of databases that can be hosted in a cluster. However, resource contention among customers increases when changing the configurations, policies, and features that control ...
- research-articleJune 2021
The Power of Nested Parallelism in Big Data Processing – Hitting Three Flies with One Slap –
SIGMOD '21: Proceedings of the 2021 International Conference on Management of DataPages 605–618https://doi.org/10.1145/3448016.3457287Many common data analysis tasks, such as performing hyperparameter optimization, processing a partitioned graph, and treating a matrix as a vector of vectors, offer natural opportunities for nested-parallel operations, i.e., launching parallel ...