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Amazon Redshift Re-invented

Summary: Redshift’s reinvention combines tiered storage, multicluster scaling, cross-cluster sharing, AQUA, and Serverless autonomics for elastic, low-ops warehousing. It broadens into an AWS-integrated analytics platform spanning data lakes, streams, ML, federated queries, and semistructured data. (summarized by gpt-5.6-luna on Jul 21 2026)

Paper ID
6484
Venue
SIGMOD
Year
2022
Pagerank
0.00013822916
Overall Rank
818 | 94.39%
DOI
10.1145/3514221.3526045

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{armenatzoglou_sigmod22,
        title = {{Amazon Redshift Re-invented}},
        author = {Armenatzoglou, Nikos and Basu, Sanuj and Bhanoori, Naga and Cai, Mengchu and Chainani, Naresh and Chinta, Kiran and Govindaraju, Venkatraman and Green, Todd J. and Gupta, Monish and Hillig, Sebastian and Hotinger, Eric and Leshinksy, Yan and Liang, Jintian and McCreedy, Michael and Nagel, Fabian and Pandis, Ippokratis and Parchas, Panos and Pathak, Rahul and Polychroniou, Orestis and Rahman, Foyzur and Saxena, Gaurav and Soundararajan, Gokul and Subramanian, Sriram and Terry, Doug},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526045},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526045},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 50 of 66 citing papers.

Rank Citing Paper Year Venue Pagerank
2,408 Why TPC Is Not Enough: An Analysis of the Amazon Redshift Fleet 2024 VLDB 8.6154404e-05
2,788 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 8.1205155e-05
3,653 ClickHouse - Lightning Fast Analytics for Everyone 2024 VLDB 7.2241143e-05
3,809 Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift 2023 SIGMOD 7.1074195e-05
4,065 LeCo: Lightweight Compression via Learning Serial Correlations 2024 SIGMOD 6.930275e-05
4,103 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 6.8993506e-05
4,649 BigLake: BigQuery’s Evolution toward a Multi-Cloud Lakehouse 2024 SIGMOD 6.586622e-05
4,705 Presto: A Decade of SQL Analytics at Meta 2023 SIGMOD 6.5529421e-05
4,908 Using Cloud Functions as Accelerator for Elastic Data Analytics 2023 SIGMOD 6.4488784e-05
5,107 Stage: Query Execution Time Prediction in Amazon Redshift 2024 SIGMOD 6.3623786e-05
5,369 Intelligent Scaling in Amazon Redshift 2024 SIGMOD 6.2437078e-05
6,481 MotherDuck: DuckDB in the cloud and in the client 2024 CIDR 5.8669399e-05
6,602 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 5.8246665e-05
7,055 Unified Query Optimization in the Fabric Data Warehouse 2024 SIGMOD 5.7170734e-05
7,072 Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP 2024 VLDB 5.7107965e-05
7,285 Bullion: A Column Store for Machine Learning 2025 CIDR 5.6559604e-05
7,341 Understanding the Performance Implications of the Design Principles in Storage-Disaggregated Databases 2024 SIGMOD 5.6390976e-05
7,465 Automated Multidimensional Data Layouts in Amazon Redshift 2024 SIGMOD 5.6108826e-05
7,560 Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools 2023 SIGMOD 5.5984517e-05
7,589 Cost-Intelligent Data Analytics in the Cloud 2024 CIDR 5.5907048e-05
7,901 Cloud Databases: New Techniques, Challenges, and Opportunities 2022 VLDB 5.5185913e-05
7,959 Terabyte-Scale Analytics in the Blink of an Eye 2026 VLDB 5.5181056e-05
8,163 Learned Offline Query Planning via Bayesian Optimization 2025 SIGMOD 5.4751517e-05
8,368 Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA 2023 VLDB 5.4419148e-05
8,846 Workload Insights From The Snowflake Data Cloud: What Do Production Analytic Queries Really Look Like? 2025 VLDB 5.3580184e-05
8,849 ByteCard: Enhancing ByteDance’s Data Warehouse with Learned Cardinality Estimation 2024 SIGMOD 5.3577504e-05
8,861 Optimizing the cloud? Don't train models. Build oracles! 2024 CIDR 5.355716e-05
9,345 Practical DB-OS Co-Design with Privileged Kernel Bypass 2025 SIGMOD 5.284891e-05
9,468 Disaggregated State Management in Apache Flink 2.0 2025 VLDB 5.2634238e-05
9,536 Database Gyms 2023 CIDR 5.2529727e-05
9,601 Low Rank Learning for Offline Query Optimization 2025 SIGMOD 5.2487799e-05
9,772 SAP HANA Cloud: Data Management for Modern Enterprise Applications 2025 SIGMOD 5.2209769e-05
9,777 PBench: Workload Synthesizer with Real Statistics for Cloud Analytics Benchmarking 2025 VLDB 5.2209769e-05
9,797 The Story of AWS Glue 2023 VLDB 5.21848e-05
9,817 Lindorm TSDB: A Cloud-native Time-series Database for Large-scale Monitoring Systems 2023 VLDB 5.214913e-05
10,000 Saving Money for Analytical Workloads in the Cloud 2024 VLDB 5.1814573e-05
10,026 DASH: Asynchronous Hardware Data Processing Services 2023 CIDR 5.1757112e-05
10,040 SQL Engines Excel at the Execution of Imperative Programs 2024 VLDB 5.1723558e-05
10,057 AnyBlox: A Framework for Self-Decoding Datasets 2025 VLDB 5.1664022e-05
10,072 Query Compilation Without Regrets 2024 SIGMOD 5.1624689e-05
10,121 End-to-End Declarative Data Analytics: Co-designing Engines, Interfaces, and Cloud Infrastructure 2026 CIDR 5.093636e-05
10,128 Survivorship Bias in Industrial Database Workloads 2026 CIDR 5.093636e-05
10,306 Workload-Aware Incremental Reclustering in Cloud Data Warehouses 2026 SIGMOD 5.093636e-05
10,355 Counting Is All You Need for Instant Tuple Discovery: Enabling Real-Time HTAP in Standalone DBMSs 2026 SIGMOD 5.093636e-05
10,466 InferF: Declarative Factorization of AI/ML Inferences over Joins 2026 SIGMOD 5.093636e-05
10,491 Reducing Tail Latency in Storage-Disaggregated Database Systems 2026 SIGMOD 5.093636e-05
10,509 FlatStor: An Efficient Embedded-Index Based Columnar Data Layout for Multimodal Data Workloads 2026 VLDB 5.093636e-05
10,608 SafeLoad: Efficient Admission Control Framework for Identifying Memory-Overloading Queries in Cloud Data Warehouses 2026 VLDB 5.093636e-05
10,690 Dynamic Pruning for Recursive Joins 2025 SIGMOD 5.093636e-05
10,691 Flux: Unifying Heterogeneous Infrastructure for Alibaba AnalyticDB 2025 SIGMOD 5.093636e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 13 of 13 cited papers.

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

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