Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools
Summary: Cackle blends fast, scalable but costly cloud functions with slow-start, inexpensive VMs for analytical workloads. It delivers stable latency and cost across diverse workloads by blending these tiers to avoid provisioning cliffs. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 3 of 3 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 7,990 | Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD | 2024 | VLDB | 4.6117441e-05 |
| 10,856 | Analyzing Near-Network Hardware Acceleration with Co-Processing on DPUs | 2025 | VLDB | 4.1945683e-05 |
| 10,889 | Off-the-shelf Data Analytics on Serverless | 2024 | CIDR | 4.1945683e-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 |
|---|---|---|---|---|
| 167 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00039180521 |
| 426 | Amazon Redshift and the Case for Simpler Data Warehouses | 2015 | SIGMOD | 0.00023594359 |
| 659 | The Making of TPC-DS | 2006 | VLDB | 0.00018500853 |
| 1,284 | Amazon Redshift Re-invented | 2022 | SIGMOD | 0.00012837822 |
| 1,326 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00012576952 |
| 1,501 | P-Store: An Elastic Database System with Predictive Provisioning | 2018 | SIGMOD | 0.00011664869 |
| 2,424 | Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure | 2020 | SIGMOD | 8.8380822e-05 |
| 2,545 | POLARIS: The Distributed SQL Engine in Azure Synapse | 2020 | VLDB | 8.5725413e-05 |
| 3,844 | The evolution of Amazon Redshift (extended abstract) | 2021 | VLDB | 6.7076451e-05 |
| 5,441 | Using Cloud Functions as Accelerator for Elastic Data Analytics | 2023 | SIGMOD | 5.5028093e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,852 | CloudGlide: Deconstructing the Landscape of Cloud-Based Analytics | 2025 | VLDB | 4.1945683e-05 |
| 4,961 | Releasing Cloud Databases from the Chains of Performance Prediction Models | 2017 | CIDR | 5.7984657e-05 |
| 12,045 | COCCUS: Self-Configured Cost-Based Query Services in the Cloud | 2013 | SIGMOD | 4.1945683e-05 |
| 11,571 | Serverless Query Processing on a Budget | 2020 | SIGMOD | 4.1945683e-05 |
| 9,883 | Towards Resource-adaptive Query Execution in Cloud Native Databases | 2024 | CIDR | 4.2635782e-05 |
| 9,525 | Cost-efficiency and Performance Robustness in Serverless Data Exchange | 2022 | SIGMOD | 4.3310169e-05 |
| 1,326 | Starling: A Scalable Query Engine on Cloud Functions | 2020 | SIGMOD | 0.00012576952 |
| 2,568 | Towards Cost-Optimal Query Processing in the Cloud | 2021 | VLDB | 8.5239227e-05 |
| 5,441 | Using Cloud Functions as Accelerator for Elastic Data Analytics | 2023 | SIGMOD | 5.5028093e-05 |
| 9,848 | Saving Money for Analytical Workloads in the Cloud | 2024 | VLDB | 4.2721228e-05 |