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End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure
Summary: Advocates end-to-end declarative analytics via co-designed engines and cloud infra: a composite DB engine emits dataflow graphs whose operators declare inputs, outputs, and parallelism. The cloud consumes these graphs for placement, scaling, caching, and isolation, enabling elastic, data-dependent parallelism over heterogeneous data lakes and non‑relational workloads.
(summarized by gpt-5-mini on Feb 09 2026)
- Paper ID
- 575
- Venue
- CIDR
- Year
- 2026
- Pagerank
- 4.1905499e-05
- Overall Rank
- 9,972 | 30.70%
- DOI
-
-
Incoming Non-self Citations Over Time
No non-self incoming citations found for this paper in this database.
Incoming Citations (Sorted by Pagerank)
Showing 0 of 0 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
Outgoing Citations (Sorted by Pagerank)
Showing 29 of 29 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
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Year |
Venue |
Pagerank |
| 156 |
Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases |
2017 |
SIGMOD |
0.00040580118 |
| 542 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources |
2018 |
SIGMOD |
0.00020522627 |
| 920 |
Serverless Computing: One Step Forward, Two Steps Back |
2019 |
CIDR |
0.0001526483 |
| 1,273 |
Amazon Redshift Re-invented |
2022 |
SIGMOD |
0.00012870386 |
| 1,324 |
Starling: A Scalable Query Engine on Cloud Functions |
2020 |
SIGMOD |
0.00012585081 |
| 1,356 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012409986 |
| 1,477 |
Azure SQL Database Always Encrypted |
2020 |
SIGMOD |
0.00011729657 |
| 2,420 |
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure |
2020 |
SIGMOD |
8.8474951e-05 |
| 2,472 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
8.7156826e-05 |
| 2,533 |
Velox: Meta’s Unified Execution Engine |
2022 |
VLDB |
8.5870599e-05 |
| 2,542 |
POLARIS: The Distributed SQL Engine in Azure Synapse |
2020 |
VLDB |
8.5681631e-05 |
| 3,131 |
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2024 |
VLDB |
7.5054309e-05 |
| 4,615 |
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2023 |
VLDB |
6.0410647e-05 |
| 4,803 |
Boxer: Data Analytics on Network-enabled Serverless Platforms |
2021 |
CIDR |
5.906363e-05 |
| 5,623 |
New Directions in Cloud Programming |
2021 |
CIDR |
5.4050025e-05 |
| 5,712 |
Resource Management in Aurora Serverless |
2024 |
VLDB |
5.3596268e-05 |
| 6,066 |
Flexible Resource Allocation for Relational Database-as-a-Service |
2023 |
VLDB |
5.225259e-05 |
| 6,397 |
BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse |
2024 |
SIGMOD |
5.0749432e-05 |
| 6,454 |
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2023 |
CIDR |
5.0510162e-05 |
| 7,324 |
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2024 |
VLDB |
4.7565238e-05 |
| 7,570 |
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2025 |
VLDB |
4.7039167e-05 |
| 8,123 |
Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems |
2025 |
SIGMOD |
4.5770901e-05 |
| 8,402 |
Serverless State Management Systems |
2024 |
CIDR |
4.5167942e-05 |
| 8,579 |
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2025 |
CIDR |
4.4877266e-05 |
| 8,656 |
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2023 |
VLDB |
4.4686462e-05 |
| 9,090 |
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2025 |
SIGMOD |
4.3939337e-05 |
| 9,274 |
Optimizing Distributed Protocols with Query Rewrites |
2024 |
SIGMOD |
4.3613923e-05 |
| 9,792 |
Eigen+: Memory Over-Subscription for Alibaba Cloud Databases |
2025 |
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4.2777144e-05 |
| 10,893 |
Off-the-shelf Data Analytics on Serverless |
2024 |
CIDR |
4.1905499e-05 |
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