Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions

Summary: Integrated vertical data migration for near-line archives uses a continuous-time Markov-chain model to predict document accesses and drive speculative preloading with secondary-storage replacement. Online statistics adapt model parameters and co-access patterns, with a prototype and simulations showing latency gains and affordable overhead. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID: 8616
Venue: VLDB
Year: 1997
Pagerank: 5.3766157e-05
Overall Rank: 8,768 | 39.85%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Achim Kraiss (University of the Saarland)
2. Gerhard Weikum (University of the Saarland)

BibTeX Citation

@article{kraiss_vldb97,
        title = {{Vertical Data Migration in Large Near-Line Document Archives Based on Markov-Chain Predictions}},
        author = {Kraiss, Achim and Weikum, Gerhard},
        journal = {PVLDB},
        series = {{VLDB} '97},
        year = {1997}
}

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,932	Performance Measurements of Tertiary Storage Devices	1998	VLDB	5.093636e-05

Outgoing Citations (Sorted by Pagerank)

Showing 14 of 14 cited papers.

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

Rank	Cited Paper	Year	Venue	Pagerank
188	Data Placement In Bubba	1988	SIGMOD	0.00026126036
231	The LRU-K Page Replacement Algorithm For Database Disk Buffering	1993	SIGMOD	0.00023846898
336	THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME	1987	SIGMOD	0.00020845451
837	Exploiting Inheritance and Structure Semantics for Effective Clustering and Buffering in an Object-Oriented DBMS	1989	SIGMOD	0.0001370733
1,346	Fido: A Cache That Learns to Fetch	1991	VLDB	0.00011078024
1,709	A Stochastic Approach for Clustering in Object Bases	1991	SIGMOD	9.9585965e-05
1,992	On the Performance of Object Clustering Techniques	1992	SIGMOD	9.3427219e-05
2,456	WATCHMAN: A Data Warehouse Intelligent Cache Manager	1996	VLDB	8.5526697e-05
2,737	Managing Persistent Objects in a Multi-Level Store	1991	SIGMOD	8.1890257e-05
3,760	Query Processing in Tertiary Memory Databases	1995	VLDB	7.1460125e-05
5,481	Practical Prefetching via Data Compression (extended abstract)	1993	SIGMOD	6.203823e-05
5,618	Prefetching In Realtime Database Applications	1986	SIGMOD	6.1492694e-05
7,675	Random I/O Scheduling in Online Tertiary Storage Systems	1996	SIGMOD	5.5686377e-05
13,009	L/MRP: A Buffer Management Strategy for Interactive Continuous Data Flows in a Multimedia DBMS	1995	VLDB	5.093636e-05

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