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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
- 4.1945683e-05
- Overall Rank
- 9,973 | 30.62%
- 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 |
0.00040504295 |
| 544 |
Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data Sources |
2018 |
SIGMOD |
0.00020521965 |
| 924 |
Serverless Computing: One Step Forward, Two Steps Back |
2019 |
CIDR |
0.00015272958 |
| 1,284 |
Amazon Redshift Re-invented |
2022 |
SIGMOD |
0.00012837822 |
| 1,326 |
Starling: A Scalable Query Engine on Cloud Functions |
2020 |
SIGMOD |
0.00012576952 |
| 1,377 |
Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics |
2021 |
CIDR |
0.00012296941 |
| 1,503 |
Azure SQL Database Always Encrypted |
2020 |
SIGMOD |
0.0001164317 |
| 2,424 |
Lambada: Interactive Data Analytics on Cold Data Using Serverless Cloud Infrastructure |
2020 |
SIGMOD |
8.8380822e-05 |
| 2,473 |
Photon: A Fast Query Engine for Lakehouse Systems |
2022 |
SIGMOD |
8.7237281e-05 |
| 2,528 |
Velox: Meta’s Unified Execution Engine |
2022 |
VLDB |
8.59454e-05 |
| 2,545 |
POLARIS: The Distributed SQL Engine in Azure Synapse |
2020 |
VLDB |
8.5725413e-05 |
| 3,178 |
Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet |
2024 |
VLDB |
7.4325992e-05 |
| 4,616 |
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2023 |
VLDB |
6.045723e-05 |
| 4,800 |
Boxer: Data Analytics on Network-enabled Serverless Platforms |
2021 |
CIDR |
5.9117077e-05 |
| 5,614 |
New Directions in Cloud Programming |
2021 |
CIDR |
5.4101976e-05 |
| 5,701 |
Resource Management in Aurora Serverless |
2024 |
VLDB |
5.3647775e-05 |
| 6,062 |
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2023 |
VLDB |
5.2302798e-05 |
| 6,402 |
BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse |
2024 |
SIGMOD |
5.079818e-05 |
| 6,458 |
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2023 |
CIDR |
5.0558683e-05 |
| 7,328 |
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2024 |
VLDB |
4.7610909e-05 |
| 7,568 |
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2025 |
VLDB |
4.7084322e-05 |
| 8,118 |
Maximus: A Modular Accelerated Query Engine for Data Analytics on Heterogeneous Systems |
2025 |
SIGMOD |
4.5814829e-05 |
| 8,407 |
Serverless State Management Systems |
2024 |
CIDR |
4.5211284e-05 |
| 8,582 |
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2025 |
CIDR |
4.492033e-05 |
| 8,658 |
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2023 |
VLDB |
4.4729338e-05 |
| 9,093 |
Databricks Lakeguard: Supporting Fine-grained Access Control and Multi-user Capabilities for Apache Spark Workloads |
2025 |
SIGMOD |
4.398149e-05 |
| 9,269 |
Optimizing Distributed Protocols with Query Rewrites |
2024 |
SIGMOD |
4.3655761e-05 |
| 9,789 |
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2025 |
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4.2818172e-05 |
| 10,889 |
Off-the-shelf Data Analytics on Serverless |
2024 |
CIDR |
4.1945683e-05 |
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