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Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP

Summary: Colibri: a cloud-native HTAP storage engine that fuses column and row layouts with explicit hot/cold separation to run hybrid transactional/analytical workloads beyond main memory. Optimized for SSDs and cloud object stores, demonstrating up to 10x speedups over ETL-based setups. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
13542
Venue
VLDB
Year
2024
Pagerank
4.6298182e-05
Overall Rank
7,876 | 45.21%
DOI
10.14778/3681954.3682001

Incoming Non-self Citations Over Time

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Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
8,513 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4947795e-05
9,233 Low-Latency Transaction Scheduling via Userspace Interrupts: Why Wait or Yield When You Can Preempt? 2025 SIGMOD 4.3690661e-05
10,193 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.1945683e-05
10,230 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.1945683e-05
10,265 AQD: Online Adaptive Query Dispatcher for HTAP Databases 2026 VLDB 4.1945683e-05
10,293 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 48 of 48 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
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
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
176 The Dangers of Replication and a Solution 1996 SIGMOD 0.00038197618
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036538405
213 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00033660051
368 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.000254931
419 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023720338
426 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023594359
488 TiDB: A Raft-based HTAP Database 2020 VLDB 0.000220409
735 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017452467
746 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017326979
858 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.000158756
918 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015350181
957 Serializable Snapshot Isolation in PostgreSQL 2012 VLDB 0.00015048214
1,263 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012982857
1,284 Amazon Redshift Re-invented 2022 SIGMOD 0.00012837822
1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
1,729 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.0001073728
1,731 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.0001073454
1,949 Positional Update Handling in Column Stores 2010 SIGMOD 9.9864085e-05
2,312 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.0530853e-05
3,008 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 7.7239608e-05
3,152 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4711766e-05
3,644 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8854928e-05
3,687 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 6.8417266e-05
3,736 What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines 2023 VLDB 6.8057888e-05
3,768 F1 Lightning: HTAP as a Service 2020 VLDB 6.7782774e-05
4,019 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 6.5238856e-05
4,284 HTAP Databases: What is New and What is Next 2022 SIGMOD 6.2914924e-05
4,514 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1204636e-05
4,583 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0676378e-05
4,717 Cloud Analytics Benchmark 2023 VLDB 5.9751539e-05
4,870 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8613885e-05
5,312 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.5734224e-05
5,374 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5424901e-05
5,562 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4331334e-05
5,678 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 5.3746593e-05
5,865 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 5.296893e-05
5,923 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 5.2721765e-05
6,170 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 5.171601e-05
6,348 Taurus MM: bringing multi-master to the cloud 2023 VLDB 5.1019557e-05
6,501 How Good is My HTAP System? 2022 SIGMOD 5.0374293e-05
6,972 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 4.8785237e-05
7,431 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 4.7316464e-05
9,126 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 4.3916756e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,053 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00014429683
9,620 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 4.3169852e-05
4,770 The Case For Heterogeneous HTAP 2017 CIDR 5.9338845e-05
9,937 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 4.2482599e-05
5,678 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 5.3746593e-05
1,700 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010858865
3,753 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 6.7871241e-05
4,284 HTAP Databases: What is New and What is Next 2022 SIGMOD 6.2914924e-05
3,488 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0479329e-05
7,688 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 4.6772837e-05