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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
13543
Venue
VLDB
Year
2024
Pagerank
4.6282779e-05
Overall Rank
7,866 | 45.34%
DOI
10.14778/3681954.3682001

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 6 of 6 citing papers.

Rank Citing Paper Year Venue Pagerank
8,511 CXL Memory Performance for In-Memory Data Processing 2025 VLDB 4.4904708e-05
9,237 Low-Latency Transaction Scheduling via Userspace Interrupts: Why Wait or Yield When You Can Preempt? 2025 SIGMOD 4.3648789e-05
10,193 Predictive Translation: High-Performance Buffer Management Without the Trade-Offs 2026 SIGMOD 4.1905499e-05
10,230 Breaking the Isolation-Freshness Trade-off: Joint Adaptive Storage Optimization for HTAP Systems 2026 VLDB 4.1905499e-05
10,265 AQD: Online Adaptive Query Dispatcher for HTAP Databases 2026 VLDB 4.1905499e-05
10,305 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.1905499e-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
20 C-Store: A Column-oriented DBMS 2005 VLDB 0.00086163998
87 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00052844656
132 Integrating Compression and Execution in Column-Oriented Database Systems 2006 SIGMOD 0.00043697853
156 Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases 2017 SIGMOD 0.00040580118
167 The Snowflake Elastic Data Warehouse 2016 SIGMOD 0.00039408116
176 The Dangers of Replication and a Solution 1996 SIGMOD 0.0003818552
185 DuckDB: an Embeddable Analytical Database 2019 SIGMOD 0.00036529607
214 THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME 1987 SIGMOD 0.00033644457
367 Small Materialized Aggregates: A Light Weight Index Structure for Data Warehousing 1998 VLDB 0.00025518228
419 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023720294
424 Amazon Redshift and the Case for Simpler Data Warehouses 2015 SIGMOD 0.00023604384
486 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022039625
729 Umbra: A Disk-Based System with In-Memory Performance 2020 CIDR 0.00017448059
739 Delta Lake: High-Performance ACID Table Storage over Cloud Object Stores 2020 VLDB 0.00017365933
857 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00015840492
914 Socrates: The New SQL Server in the Cloud 2019 SIGMOD 0.00015370799
956 Serializable Snapshot Isolation in PostgreSQL 2012 VLDB 0.00015068342
1,260 Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation 2016 SIGMOD 0.00012990853
1,273 Amazon Redshift Re-invented 2022 SIGMOD 0.00012870386
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
1,721 Cloud-Native Database Systems at Alibaba: Opportunities and Challenges 2019 VLDB 0.00010741822
1,726 Fast Updates on Read-Optimized Databases Using Multi-Core CPUs 2012 VLDB 0.00010734339
1,949 Positional Update Handling in Column Stores 2010 SIGMOD 9.9934641e-05
2,419 Real-Time Analytical Processing with SQL Server 2015 VLDB 8.8485055e-05
3,011 FoundationDB: A Distributed Unbundled Transactional Key Value Store 2021 SIGMOD 7.716566e-05
3,153 AnalyticDB: Real-time OLAP Database System at Alibaba Cloud 2019 VLDB 7.4706916e-05
3,642 BtrBlocks: Efficient Columnar Compression for Data Lakes 2023 SIGMOD 6.8876984e-05
3,682 Exploiting Directly-Attached NVMe Arrays in DBMS 2020 CIDR 6.8429686e-05
3,724 What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines 2023 VLDB 6.8121422e-05
3,764 F1 Lightning: HTAP as a Service 2020 VLDB 6.7762323e-05
4,031 Taurus Database: How to be Fast, Available, and Frugal in the Cloud 2020 SIGMOD 6.5136841e-05
4,382 HTAP Databases: What is New and What is Next 2022 SIGMOD 6.2318984e-05
4,516 An Empirical Evaluation of Columnar Storage Formats 2024 VLDB 6.1146215e-05
4,579 Virtual-Memory Assisted Buffer Management 2023 SIGMOD 6.0651118e-05
4,681 Cloud Analytics Benchmark 2023 VLDB 5.9953512e-05
4,873 Exploiting Cloud Object Storage for High-Performance Analytics 2023 VLDB 5.8557568e-05
5,060 The Art of Latency Hiding in Modern Database Engines 2024 VLDB 5.7175345e-05
5,362 Rethinking Logging, Checkpoints, and Recovery for High-Performance Storage Engines 2020 SIGMOD 5.5474601e-05
5,571 A Deep Dive into Common Open Formats for Analytical DBMSs 2023 VLDB 5.4279553e-05
5,691 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 5.3697521e-05
5,853 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 5.2982336e-05
6,154 PolarDB-IMCI: A Cloud-Native HTAP Database System at Alibaba 2023 SIGMOD 5.1795738e-05
6,344 Taurus MM: bringing multi-master to the cloud 2023 VLDB 5.0970986e-05
6,399 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 5.0740852e-05
6,518 How Good is My HTAP System? 2022 SIGMOD 5.0250374e-05
6,971 Predicate Caching: Query-Driven Secondary Indexing for Cloud Data Warehouses 2024 SIGMOD 4.8738633e-05
7,424 Memory-Optimized Multi-Version Concurrency Control for Disk-Based Database Systems 2022 VLDB 4.7293034e-05
9,124 PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads 2023 VLDB 4.3875066e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
1,050 A Common Database Approach for OLTP and OLAP Using an In-Memory Column Database 2009 SIGMOD 0.00014425459
9,620 Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading 2023 VLDB 4.3128484e-05
4,774 The Case For Heterogeneous HTAP 2017 CIDR 5.9279395e-05
9,929 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 4.2470891e-05
5,691 Cloud-Native Transactions and Analytics in SingleStore 2022 SIGMOD 5.3697521e-05
1,697 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00010859294
3,753 Choosing A Cloud DBMS: Architectures and Tradeoffs 2019 VLDB 6.7850001e-05
4,382 HTAP Databases: What is New and What is Next 2022 SIGMOD 6.2318984e-05
3,482 Optimal Column Layout for Hybrid Workloads 2019 VLDB 7.0514808e-05
7,689 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 4.6727982e-05