Back to papers
Cloud Analytics Benchmark
Summary: Analyzes Snowflake query traces vs TPC-H/TPC-DS, exposing workload skew, temporal fluctuations, and multi-tenant patterns overlooked by traditional benchmarks. Proposes CAB to model variability and multi-tenancy and evaluate cloud warehouses on user-centric cost/performance metrics.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 13006
- Venue
- VLDB
- Year
- 2023
- Pagerank
- 5.9953512e-05
- Overall Rank
- 4,681 | 67.47%
- DOI
-
10.14778/3583140.3583156
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 19 of 19 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 3,131 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
7.5054309e-05 |
| 3,642 |
BtrBlocks: Efficient Columnar Compression for Data Lakes |
2023 |
SIGMOD |
6.8876984e-05 |
| 6,605 |
MotherDuck: DuckDB in the cloud and in the client |
2024 |
CIDR |
4.9923144e-05 |
| 6,687 |
How Good are Learned Cost Models, Really? Insights from Query Optimization Tasks |
2025 |
SIGMOD |
4.957987e-05 |
| 7,866 |
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP |
2024 |
VLDB |
4.6282779e-05 |
| 7,887 |
SQLStorm: Taking Database Benchmarking into the LLM Era |
2025 |
VLDB |
4.6218382e-05 |
| 8,410 |
Pruning in Snowflake: Working Smarter, Not Harder |
2025 |
SIGMOD |
4.5154358e-05 |
| 8,880 |
Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? |
2025 |
VLDB |
4.4254065e-05 |
| 9,236 |
AutoComp: Automated Data Compaction for Log-Structured Tables in Data Lakes |
2025 |
SIGMOD |
4.3648789e-05 |
| 9,645 |
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking |
2025 |
VLDB |
4.3067693e-05 |
| 9,980 |
Survivorship Bias in Industrial Database Workloads |
2026 |
CIDR |
4.1905499e-05 |
| 10,212 |
SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads |
2026 |
SIGMOD |
4.1905499e-05 |
| 10,332 |
ELT-Bench: An End-to-End Benchmark for Evaluating AI Agents on ELT Pipelines |
2026 |
VLDB |
4.1905499e-05 |
| 10,416 |
Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,492 |
Fast and Scalable Data Transfer Across Data Systems |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,733 |
Improving DBMS Scheduling Decisions with Accurate Performance Prediction on Concurrent Queries |
2025 |
VLDB |
4.1905499e-05 |
| 10,792 |
Freely Moving Between the OLTP and OLAP Worlds: Hermes – an High-Performance OLAP Accelerator for MySQL |
2025 |
VLDB |
4.1905499e-05 |
| 10,856 |
CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics |
2025 |
VLDB |
4.1905499e-05 |
| 10,992 |
High-Performance Query Processing with NVMe Arrays: Spilling without Killing Performance |
2024 |
SIGMOD |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 8 of 8 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 7,787 |
Cost-Intelligent Data Analytics in the Cloud |
2024 |
CIDR |
4.6468106e-05 |
| 2,553 |
Towards Cost-Optimal Query Processing in the Cloud |
2021 |
VLDB |
8.5522099e-05 |
| 13,241 |
White-Box OLAP Performance Modeling for the Cloud |
2021 |
CIDR |
- |
| 8,150 |
Cloud Databases: New Techniques, Challenges, and Opportunities |
2022 |
VLDB |
4.5714701e-05 |
| 10,793 |
AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud |
2025 |
VLDB |
4.1905499e-05 |
| 9,972 |
End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure |
2026 |
CIDR |
4.1905499e-05 |
| 8,880 |
Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? |
2025 |
VLDB |
4.4254065e-05 |
| 9,645 |
PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking |
2025 |
VLDB |
4.3067693e-05 |
| 3,753 |
Choosing A Cloud DBMS: Architectures and Tradeoffs |
2019 |
VLDB |
6.7850001e-05 |
| 3,131 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
7.5054309e-05 |