Shared Foundations: Modernizing Meta's Data Lakehouse
Summary: Meta's Shared Foundations refactors a fragmented lakehouse into composable components with common APIs to eliminate duplication. Outcome: a unified stack that improves performance, developer velocity, and UX for large-scale data processing. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Biswapesh Chattopadhyay
- 2. Pedro Pedreira
- 3. Sameer Agarwal
- 4. Yutian "James" Sun
- 5. Suketu Vakharia
- 6. Peng Li
- 7. Weiran Liu
- 8. Sundaram Narayanan
Incoming Citations (Sorted by Pagerank)
Showing 9 of 9 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 4,241 | The Composable Data Management System Manifesto | 2023 | VLDB | 6.3258298e-05 |
| 4,516 | An Empirical Evaluation of Columnar Storage Formats | 2024 | VLDB | 6.1146215e-05 |
| 5,537 | Presto: A Decade of SQL Analytics at Meta | 2023 | SIGMOD | 5.453017e-05 |
| 7,470 | Bullion: A Column Store for Machine Learning | 2025 | CIDR | 4.7159125e-05 |
| 8,856 | Composable Data Management: An Execution Overview | 2024 | VLDB | 4.4303659e-05 |
| 9,457 | GraphScope Flex: LEGO-like Graph Computing Stack | 2024 | SIGMOD | 4.3346427e-05 |
| 9,762 | Adaptive data transformations for QaaS | 2025 | CIDR | 4.2815042e-05 |
| 10,783 | Magnus: A Holistic Approach to Data Management for Large-Scale Machine Learning Workloads | 2025 | VLDB | 4.1905499e-05 |
| 11,093 | Simple (yet Efficient) Function Authoring for Vectorized Engines | 2024 | VLDB | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 9 of 9 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 66 | Spark SQL: Relational Data Processing in Spark | 2015 | SIGMOD | 0.00061707583 |
| 167 | The Snowflake Elastic Data Warehouse | 2016 | SIGMOD | 0.00039408116 |
| 739 | Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores | 2020 | VLDB | 0.00017365933 |
| 1,356 | Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics | 2021 | CIDR | 0.00012409986 |
| 1,488 | Scuba: Diving into Data at Facebook | 2013 | VLDB | 0.00011690191 |
| 1,616 | Realtime Data Processing at Facebook | 2016 | SIGMOD | 0.00011133818 |
| 2,247 | Orca: A Modular Query Optimizer Architecture for Big Data | 2014 | SIGMOD | 9.201975e-05 |
| 2,533 | Velox: Meta’s Unified Execution Engine | 2022 | VLDB | 8.5870599e-05 |
| 8,353 | Cubrick: Indexing Millions of Records per Second for Interactive Analytics | 2016 | VLDB | 4.5331059e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 11,927 | ShareInsights - An Unified Approach to Full-stack Data Processing | 2015 | SIGMOD | 4.1905499e-05 |
| 9,972 | End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure | 2026 | CIDR | 4.1905499e-05 |
| 5,067 | Disaggregating RocksDB: A Production Experience | 2023 | SIGMOD | 5.714783e-05 |
| 13,138 | Delta Sharing: An Open Protocol for Cross-Platform Data Sharing | 2025 | VLDB | - |
| 10,721 | Towards Designing Future-Proof Data Processing Systems | 2025 | VLDB | 4.1905499e-05 |
| 9,105 | Meta's Next-generation Realtime Monitoring and Analytics Platform | 2022 | VLDB | 4.3911131e-05 |
| 13,290 | The Challenge of Building Effective Data Lakes | 2020 | SIGMOD | - |
| 7,907 | Petabyte-Scale Row-Level Operations in Data Lakehouses | 2024 | VLDB | 4.6161532e-05 |
| 1,356 | Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics | 2021 | CIDR | 0.00012409986 |
| 2,658 | Data Warehousing and Analytics Infrastructure at Facebook | 2010 | SIGMOD | 8.3634079e-05 |