Storing Matrices on Disk: Theory and Practice Revisited

Summary: Proposes Linearized Array B-tree (LAB-tree) for on-disk matrices with flexible layouts that adapt to sparsity patterns across portions of an array and over time. Revisits B-tree insert/split strategies and flushing policies, proposing theoretically guaranteed and empirically strong alternatives for scalable matrix storage. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 10362
Venue: VLDB
Year: 2011
Pagerank: 5.2528121e-05
Overall Rank: 9,580 | 34.28%
DOI: 10.14778/3402707.3402743

Incoming Non-self Citations Over Time

Authors

1. Yi Zhang (Duke University)
2. Kamesh Munagala (Duke University)
3. Jun Yang (Duke University)

BibTeX Citation

@article{zhang_vldb11,
        title = {{Storing Matrices on Disk: Theory and Practice Revisited}},
        author = {Zhang, Yi and Munagala, Kamesh and Yang, Jun},
        journal = {PVLDB},
        series = {{VLDB} '11},
        volume = {4},
        number = {11},
        pages = {1075--1086},
        doi = {10.14778/3402707.3402743},
        url = {https://doi.org/10.14778/3402707.3402743},
        year = {2011}
}

Incoming Citations (Sorted by Pagerank)

Showing 3 of 3 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
1,250	Data Management in Machine Learning: Challenges, Techniques, and Systems	2017	SIGMOD	0.00011485301
4,137	Optimizing I/O for Big Array Analytics	2012	VLDB	6.8783832e-05
10,666	HyperMR: Efficient Hypergraph-enhanced Matrix Storage on Compute-in-Memory Architecture	2025	SIGMOD	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 5 of 5 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
155	MAD Skills: New Analysis Practices for Big Data	2009	VLDB	0.00028713176
239	Overview of SciDB: Large Scale Array Storage, Processing and Analysis	2010	SIGMOD	0.00023674329
1,039	RIOT: I/O-Efficient Numerical Computing without SQL	2009	CIDR	0.00012474977
3,009	The Case for RodentStore, an Adaptive, Declarative Storage System	2009	CIDR	7.8541296e-05
3,297	Optimal Policy For Batch Operations: Backup, Checkpointing, Reorganization, And Updating	1977	SIGMOD	7.5426007e-05

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