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Adaptive HTAP through Elastic Resource Scheduling

Summary: Frames HTAP as a runtime scheduling problem over OLTP, OLAP, and RDE, enabling elastic resource sharing to meet freshness and throughput needs. An in-memory, non-intrusive design enables this at low overhead, yielding up to 50% OLAP speedups with modest OLTP impact. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
h68b5262b7d6b5244
Venue
SIGMOD
Year
2020
Pagerank
6.6121514e-05
Overall Rank
4,401 | 70.43%
DOI
10.1145/3318464.3389783

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{raza_sigmod20,
        title = {{Adaptive HTAP through Elastic Resource Scheduling}},
        author = {Raza, Aunn and Chrysogelos, Periklis and Anadiotis, Angelos Christos and Ailamaki, Anastasia},
        series = {{SIGMOD} '20},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3318464.3389783},
        url = {https://dl.acm.org/doi/10.1145/3318464.3389783},
        year = {2020}
}

Incoming Citations (Sorted by Pagerank)

Showing 15 of 15 citing papers.

Rank Citing Paper Year Venue Pagerank
2,813 OceanBase: A 707 Million tpmC Distributed Relational Database System 2022 VLDB 7.9773891e-05
3,779 HTAP Databases: What is New and What is Next 2022 SIGMOD 7.0234898e-05
5,256 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB 6.2051184e-05
5,518 HyBench: A New Benchmark for HTAP Databases 2024 VLDB 6.0949417e-05
5,712 How Good is My HTAP System? 2022 SIGMOD 6.0193298e-05
6,026 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB 5.9091528e-05
6,239 Optimizing In-memory Database Engine for AI-powered On-line Decision Augmentation Using Persistent Memory 2021 VLDB 5.8381685e-05
6,600 Proteus: Autonomous Adaptive Storage for Mixed Workloads 2022 SIGMOD 5.737874e-05
8,336 LAQy: Efficient and Reusable Query Approximations via Lazy Sampling 2023 SIGMOD 5.3508072e-05
8,375 A system design for elastically scaling transaction processing engines in virtualized servers 2020 VLDB 5.3423179e-05
9,188 One-shot Garbage Collection for In-memory OLTP through Temporality-aware Version Storage 2023 SIGMOD 5.2098993e-05
9,310 Rethink Query Optimization in HTAP Databases 2023 SIGMOD 5.1963298e-05
9,790 Memory Efficient Scheduling of Query Pipeline Execution 2022 CIDR 5.1261639e-05
10,320 veDB-HTAP: a Highly Integrated, Efficient and Adaptive HTAP System 2025 VLDB 5.0362412e-05
11,024 Vodka: Rethink Benchmarking Philosophy in HTAP Systems 2026 VLDB 4.9769913e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 16 of 16 cited papers.

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

Rank Cited Paper Year Venue Pagerank
19 A Critique of ANSI SQL Isolation Levels 1995 SIGMOD 0.00058759613
21 Efficiently Compiling Efficient Query Plans for Modern Hardware 2011 VLDB 0.00056835296
163 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027480091
228 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023915456
861 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.00013401147
1,068 Automated Demand-driven Resource Scaling in Relational Database-as-a-Service 2016 SIGMOD 0.00012186505
1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011378275
1,260 Fast Checkpoint Recovery Algorithms for Frequently Consistent Applications 2011 SIGMOD 0.00011293425
1,338 SQLVM: Performance Isolation in Multi-Tenant Relational Database-as-a-Service 2013 CIDR 0.00010974439
1,423 Procella: Unifying serving and analytical data at YouTube 2019 VLDB 0.00010715412
1,675 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9136747e-05
1,748 HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines 2019 VLDB 9.7289385e-05
3,505 Fast Queries Over Heterogeneous Data Through Engine Customization 2016 VLDB 7.2474175e-05
3,898 Analyzing the Impact of System Architecture on the Scalability of OLTP Engines for High-Contention Workloads 2018 VLDB 6.9331677e-05
3,934 The Case For Heterogeneous HTAP 2017 CIDR 6.9145781e-05
4,692 Columnstore and B+ tree – Are Hybrid Physical Designs Important? 2018 SIGMOD 6.4656516e-05
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Semantically Similar Papers

# Overall Rank Paper Year Venue
1 5,793 OLTPShare: The Case for Sharing in OLTP Workloads 2018 VLDB
2 5,256 ByteHTAP: ByteDance’s HTAP System with High Data Freshness and Strong Data Consistency 2022 VLDB
3 3,934 The Case For Heterogeneous HTAP 2017 CIDR
4 3,300 Compacting Transactional Data in Hybrid OLTP&OLAP Databases 2012 VLDB
5 1,242 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD
6 11,935 Workload Interference Analysis for HTAP* 2021 CIDR
7 6,026 Near-Data Processing in Database Systems on Native Computational Storage under HTAP Workloads 2022 VLDB
8 3,779 HTAP Databases: What is New and What is Next 2022 SIGMOD
9 9,310 Rethink Query Optimization in HTAP Databases 2023 SIGMOD
10 5,712 How Good is My HTAP System? 2022 SIGMOD