DBScholar

Back to papers

How Good is My HTAP System?

Summary: Introduces throughput frontier to visualize joint HTAP OLTP/OLAP throughput and interference, plus a freshness metric for real-time analytics. Presents HATtrick, a practical benchmark combining these metrics, and evaluates three HTAP systems across configurations. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
6522
Venue
SIGMOD
Year
2022
Pagerank
6.1538237e-05
Overall Rank
5,602 | 61.57%
DOI
10.1145/3514221.3526148

Incoming Non-self Citations Over Time

Authors

BibTeX Citation

@inproceedings{milkai_sigmod22,
        title = {{How Good is My HTAP System?}},
        author = {Milkai, Elena and Chronis, Yannis and Gaffney, Kevin P. and Guo, Zhihan and Patel, Jignesh M. and Yu, Xiangyao},
        series = {{SIGMOD} '22},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3514221.3526148},
        url = {https://dl.acm.org/doi/10.1145/3514221.3526148},
        year = {2022}
}

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Previous Page 1 / 1 Next

Outgoing Citations (Sorted by Pagerank)

Showing 24 of 24 cited papers.

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

Rank Cited Paper Year Venue Pagerank
34 The Design Of Postgres 1986 SIGMOD 0.00049302774
38 Hekaton: SQL Server’s Memory-Optimized OLTP Engine 2013 SIGMOD 0.00047648573
99 The Design of the POSTGRES Storage System 1987 VLDB 0.00034506601
165 DB2 with BLU Acceleration: So Much More than Just a Column Store 2013 VLDB 0.00027693424
233 Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems 2015 SIGMOD 0.00023815642
271 TiDB: A Raft-based HTAP Database 2020 VLDB 0.00022703024
394 A Case for Fractured Mirrors 2002 VLDB 0.00019306179
575 Efficient Transaction Processing in SAP HANA Database – The End of a Column Store Myth 2012 SIGMOD 0.00016257033
903 An Empirical Evaluation of In-Memory Multi-Version Concurrency Control 2017 VLDB 0.0001332486
1,199 Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads 2016 SIGMOD 0.00011703966
1,238 BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications 2017 SIGMOD 0.00011543368
1,312 Hybrid Transactional/Analytical Processing: A Survey 2017 SIGMOD 0.00011193166
1,692 Real-Time Analytical Processing with SQL Server 2015 VLDB 9.9979924e-05
1,948 Greenplum: A Hybrid Database for Transactional and Analytical Workloads 2021 SIGMOD 9.432395e-05
2,154 Leveraging Lock Contention to Improve OLTP Application Performance 2016 VLDB 9.0745745e-05
2,234 Design Principles for Scaling Multi-core OLTP Under High Contention 2016 SIGMOD 8.8937932e-05
2,583 Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads 2015 VLDB 8.3849987e-05
2,868 SnappyData: A Unified Cluster for Streaming, Transactions, and Interactive Analytics 2017 CIDR 8.0156936e-05
2,972 F1 Lightning: HTAP as a Service 2020 VLDB 7.9114157e-05
2,998 Handling Highly Contended OLTP Workloads Using Fast Dynamic Partitioning 2020 SIGMOD 7.8727047e-05
3,692 Db2 Event Store: A Purpose-Built IoT Database Engine 2020 VLDB 7.199318e-05
3,819 Evolving Databases for New-Gen Big Data Applications 2017 CIDR 7.0974401e-05
3,895 The Case For Heterogeneous HTAP 2017 CIDR 7.0416054e-05
4,335 Adaptive HTAP through Elastic Resource Scheduling 2020 SIGMOD 6.7556868e-05
Previous Page 1 / 1 Next

Semantically Similar Papers