Amazon Redshift and the Case for Simpler Data Warehouses

Summary: Redshift champions simplicity as the core differentiator for data warehouses, offering fast, fully managed, petabyte-scale MPP with easy buying, tuning, and management for analytics. Targets mass-market adoption and experimentation, not only enterprises. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 5020
Venue: SIGMOD
Year: 2015
Pagerank: 0.00023594359
Overall Rank: 426 | 97.04%
DOI: 10.1145/2723372.2742795

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 30 of 80 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
8,626	Adaptive Code Generation for Data-Intensive Analytics	2021	VLDB	4.4829152e-05
8,707	Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries	2021	SIGMOD	4.463922e-05
8,783	GEqO: ML-Accelerated Semantic Equivalence Detection	2023	SIGMOD	4.452825e-05
8,785	Bringing Cloud-Native Storage to SAP IQ	2021	SIGMOD	4.4522556e-05
8,884	Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like?	2025	VLDB	4.4283999e-05
9,074	Making Data Clouds Smarter at Keebo: Automated Warehouse Optimization using Data Learning	2023	SIGMOD	4.402065e-05
9,111	Meta's Next-generation Realtime Monitoring and Analytics Platform	2022	VLDB	4.3942367e-05
9,125	On-Demand State Separation for Cloud Data Warehousing	2022	VLDB	4.3917246e-05
9,187	POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance	2024	VLDB	4.3780059e-05
9,203	Intelligent Automated Workload Analysis for Database Replatforming	2022	SIGMOD	4.3740313e-05
9,638	TracEx: Understanding and Analyzing Database Traces	2024	CIDR	4.3109052e-05
9,701	Towards Functional Decomposition of Storage Formats	2025	CIDR	4.3008468e-05
9,838	Efficiently Joining Large Relations on Multi-GPU Systems	2025	VLDB	4.2740344e-05
9,840	Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q	2018	SIGMOD	4.2739372e-05
9,975	Cloudspecs: Cloud Hardware Evolution Through the Looking Glass	2026	CIDR	4.1945683e-05
9,990	Deep Research is the New Analytics System: Towards Building the Runtime for AI-Driven Analytics	2026	CIDR	4.1945683e-05
10,220	FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads	2026	VLDB	4.1945683e-05
10,607	Hermes: Off-the-Shelf Real-Time Transactional Analytics	2025	VLDB	4.1945683e-05
10,662	ArrayMorph: Optimizing Hyperslab Queries on the Cloud for Machine Learning Pipelines	2025	VLDB	4.1945683e-05
10,787	AnalyticDB-PG: A Cloud-native High-performance Data Warehouse in Alibaba Cloud	2025	VLDB	4.1945683e-05
10,788	Streaming View: An Efficient Data Processing Engine for Modern Real-time Data Warehouse of Alibaba Cloud	2025	VLDB	4.1945683e-05
10,934	Native Cloud Object Storage in Db2 Warehouse: Implementing a Fast and Cost-Efficient Cloud Storage Architecture	2024	SIGMOD	4.1945683e-05
11,066	OLAP on Modern Chiplet-Based Processors	2024	VLDB	4.1945683e-05
11,217	Efficient Approximation Framework for Attribute Recommendation	2023	SIGMOD	4.1945683e-05
11,267	Anser: Adaptive Information Sharing Framework of AnalyticDB	2023	VLDB	4.1945683e-05
11,389	CDI-E: An Elastic Cloud Service for Data Engineering	2022	VLDB	4.1945683e-05
11,411	High-dimensional Data Cubes	2022	VLDB	4.1945683e-05
11,430	AnyDB: An Architecture-less DBMS for Any Workload	2021	CIDR	4.1945683e-05
11,588	A Framework for Emulating Database Operations in Cloud Data Warehouses	2020	SIGMOD	4.1945683e-05
11,845	Datometry Hyper-Q: Bridging the Gap Between Real-Time and Historical Analytics	2016	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 7 of 7 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
21	C-Store: A Column-oriented DBMS	2005	VLDB	0.00086087497
35	MonetDB/X100: Hyper-Pipelining Query Execution	2005	CIDR	0.00076197749
60	Efficiently Compiling Efficient Query Plans for Modern Hardware	2011	VLDB	0.00064439773
87	Hekaton: SQL Server’s Memory-Optimized OLTP Engine	2013	SIGMOD	0.00052389723
131	Integrating Compression and Execution in Column-Oriented Database Systems	2006	SIGMOD	0.0004370331
216	A Class of Data Structures for Associative Searching	1984	PODS	0.00033542705
368	Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing	1998	VLDB	0.000254931

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
7,337	Unified Spatial Analytics from Heterogeneous Sources with Amazon Redshift	2020	SIGMOD	4.7584825e-05
6,972	Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses	2024	SIGMOD	4.8785237e-05
4,593	Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift	2023	SIGMOD	6.0606891e-05
3,753	Choosing A Cloud DBMS: Architectures and Tradeoffs	2019	VLDB	6.7871241e-05
5,832	Stage: Query Execution Time Prediction in Amazon Redshift	2024	SIGMOD	5.3111109e-05
5,634	Intelligent Scaling in Amazon Redshift	2024	SIGMOD	5.4000904e-05
6,659	Fast and Effective Distribution-Key Recommendation for Amazon Redshift	2020	VLDB	4.9710856e-05
3,178	Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet	2024	VLDB	7.4325992e-05
1,284	Amazon Redshift Re-invented	2022	SIGMOD	0.00012837822
3,844	The evolution of Amazon Redshift (extended abstract)	2021	VLDB	6.7076451e-05