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CDSBen: Benchmarking the Performance of Storage Services in Cloud-native Database System at ByteDance

Summary: CDSBen: a learning-based I/O workload benchmark that models and generates storage-tier traces for cloud-native, compute–storage-separated OLTP (veDB), overcoming TPC‑C/YCSB mismatches with production I/O. Deployed at ByteDance, it faithfully reproduces real I/O characteristics and flexibly synthesizes varied workloads. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13189
Venue
VLDB
Year
2023
Pagerank
4.3109052e-05
Overall Rank
9,639 | 32.95%
DOI
10.14778/3611540.3611549

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank Citing Paper Year Venue Pagerank
8,884 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 4.4283999e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 10 of 10 cited papers.

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

Rank Cited Paper Year Venue Pagerank
10 Benchmarking Database Systems: A Systematic Approach 1983 VLDB 0.0012103754
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040504295
340 OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases 2014 VLDB 0.00026841628
390 CockroachDB: The Resilient Geo-Distributed SQL Database 2020 SIGMOD 0.00024607299
812 A Modeling Study of the TPC-C Benchmark 1993 SIGMOD 0.00016408423
918 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015350181
1,593 PolarFS: An Ultra-low Latency and Failure Resilient Distributed File System for Shared Storage Cloud Database 2018 VLDB 0.00011224049
2,358 PolarDB Serverless: A Cloud Native Database for Disaggregated Data Centers 2021 SIGMOD 8.9617346e-05
4,019 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 6.5238856e-05
6,660 ArkDB: A Key-Value Engine for Scalable Cloud Storage Services 2021 SIGMOD 4.9708868e-05
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