The evolution of Amazon Redshift (extended abstract)

Summary: Evolution of Redshift into a petabyte-scale, fully managed, columnar MPP data warehouse; architecture with leader/compute, S3-backed storage, AQUA FPGA acceleration, and CaaS codegen. Four innovations: fast vectorized code-gen; elastic storage with concurrency scaling; ML-driven autonomics; AWS integration (Spectrum, Federated Querying, SageMaker). (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 12520
Venue: VLDB
Year: 2021
Pagerank: 6.7076451e-05
Overall Rank: 3,844 | 73.26%
DOI: 10.14778/3476311.3476391

Incoming Non-self Citations Over Time

Authors

1. Ippokratis Pandis

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
4,863	Data-Sharing Markets: Model, Protocol, and Algorithms to Incentivize the Formation of Data-Sharing Consortia	2023	SIGMOD	5.8697471e-05
4,870	Exploiting Cloud Object Storage for High-Performance Analytics	2023	VLDB	5.8613885e-05
5,678	Cloud-Native Transactions and Analytics in SingleStore	2022	SIGMOD	5.3746593e-05
7,469	Bullion: A Column Store for Machine Learning	2025	CIDR	4.7204398e-05
7,543	Cloud Databases: New Techniques, Challenges, and Opportunities	2022	VLDB	4.715241e-05
7,628	Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases	2024	SIGMOD	4.692459e-05
8,361	Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools	2023	SIGMOD	4.5368524e-05
9,467	Database Gyms	2023	CIDR	4.3346412e-05
10,202	Reducing Tail Latency in Storage-Disaggregated Database Systems	2026	SIGMOD	4.1945683e-05
10,220	FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads	2026	VLDB	4.1945683e-05
11,077	A Flexible Forecasting Stack	2024	VLDB	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
156	Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases	2017	SIGMOD	0.00040504295
167	The Snowflake Elastic Data Warehouse	2016	SIGMOD	0.00039180521
426	Amazon Redshift and the Case for Simpler Data Warehouses	2015	SIGMOD	0.00023594359
746	Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores	2020	VLDB	0.00017326979
2,545	POLARIS: The Distributed SQL Engine in Azure Synapse	2020	VLDB	8.5725413e-05

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