GenBase: A Complex Analytics Genomics Benchmark

Summary: GenBase presents a mixed-workload benchmark combining DBMS tasks (joins, filters) with genomics analytics (regression, SVD). Evaluates row/column stores, Hadoop, and array DBMS on single and multi-node clusters, exposing scalability issues; data and tools released. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 4850
Venue: SIGMOD
Year: 2014
Pagerank: 8.4374366e-05
Overall Rank: 2,623 | 81.76%
DOI: 10.1145/2558895.2559633

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 11 of 11 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,532	Data Management in Machine Learning: Challenges, Techniques, and Systems	2017	SIGMOD	0.00011472681
1,587	Dynamic Prefetching of Data Tiles for Interactive Visualization	2016	SIGMOD	0.00011245116
3,343	Comparative Evaluation of Big-Data Systems on Scientific Image Analytics Workloads	2017	VLDB	7.1967343e-05
3,904	Progressive Top-k Subarray Query Processing in Array Databases	2019	VLDB	6.6424961e-05
3,948	A Comparative Evaluation of Systems for Scalable Linear Algebra-based Analytics	2018	VLDB	6.5959084e-05
4,293	ESTOCADA: Towards Scalable Polystore Systems	2020	VLDB	6.2885419e-05
5,960	Skew-Aware Join Optimization for Array Databases	2015	SIGMOD	5.2559595e-05
7,892	M2Bench: A Database Benchmark for Multi-Model Analytic Workloads	2023	VLDB	4.6245179e-05
8,514	UPLIFT: Parallelization Strategies for Feature Transformations in Machine Learning Workloads	2022	VLDB	4.4944285e-05
8,676	VeriBench: Analyzing the Performance of Database Systems with Verifiability	2023	VLDB	4.4707331e-05
11,790	Massively Parallel Processing of Whole Genome Sequence Data: An In-Depth Performance Study	2017	SIGMOD	4.1945683e-05

Outgoing Citations (Sorted by Pagerank)

Showing 4 of 4 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
10	Benchmarking Database Systems: A Systematic Approach	1983	VLDB	0.0012103754
140	The MADlib Analytics Library or MAD Skills, the SQL	2012	VLDB	0.00042270404
600	Linear Road: A Stream Data Management Benchmark	2004	VLDB	0.0001938744
3,979	The BUCKY Object-Relational Benchmark	1997	SIGMOD	6.5681058e-05

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