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Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service

Summary: Tasklet-based DAG generator/executor converts each SQL operator into fine-grained tasklets and executes them with C++20 coroutines. A token-bucket, SLO-guaranteed scheduler with on-demand core adjustment coordinates tenant tasklets across cores to boost utilization while guaranteeing SLOs on Hyrise. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
7033
Venue
SIGMOD
Year
2024
Pagerank
5.3735061e-05
Overall Rank
8,785 | 39.73%
DOI
10.1145/3677141

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{liu_sigmod24,
        title = {{Tao: Improving Resource Utilization while Guaranteeing SLO in Multi-tenant Relational Database-as-a-Service}},
        author = {Liu, Haotian and Li, Runzhong and Zhang, Ziyang and Tang, Bo},
        series = {{SIGMOD} '24},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3677141},
        url = {https://dl.acm.org/doi/10.1145/3677141},
        year = {2024}
}

Incoming Citations (Sorted by Pagerank)

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Outgoing Citations (Sorted by Pagerank)

Showing 19 of 19 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
66 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00038561587
73 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00037333356
103 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00034161428
241 Morsel-Driven Parallelism: A NUMA-Aware Query Evaluation Framework for the Many-Core Age 2014 SIGMOD 0.00023654664
604 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.0001584774
939 Starling: A Scalable Query Engine on Cloud Functions 2020 SIGMOD 0.00013083524
1,335 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00011122853
1,584 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 0.0001028934
1,767 IDEBench: A Benchmark for Interactive Data Exploration 2020 SIGMOD 9.805856e-05
2,381 CPU Sharing Techniques for Performance Isolation in Multi-tenant Relational Database-as-a-Service 2014 VLDB 8.6607625e-05
2,767 Exploiting Coroutines to Attack the "Killer Nanoseconds" 2018 VLDB 8.1507611e-05
3,644 CoroBase: Coroutine-Oriented Main-Memory Database Engine 2021 VLDB 7.2306862e-05
4,440 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 6.7049797e-05
4,493 Self-Tuning Query Scheduling for Analytical Workloads 2021 SIGMOD 6.6647555e-05
4,908 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.4488784e-05
5,234 MxTasks: How to Make Efficient Synchronization and Prefetching Easy 2021 SIGMOD 6.3051801e-05
5,355 Solver-In-The-Loop Cluster Resource Management for Database-as-a-Service 2023 VLDB 6.2500992e-05
5,524 Database Benchmarking for Supporting Real-Time Interactive Querying of Large Data 2020 SIGMOD 6.1868208e-05
7,589 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5907048e-05
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