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: 8426
Venue: VLDB
Year: 1997
Pagerank: 4.4893996e-05
Overall Rank: 8,562 | 40.50%
DOI: -

Incoming Non-self Citations Over Time

Authors

1. Achim Kraiss
2. Gerhard Weikum

Incoming Citations (Sorted by Pagerank)

Showing 1 of 1 citing papers.

Rank	Citing Paper	Year	Venue	Pagerank
12,748	Performance Measurements of Tertiary Storage Devices	1998	VLDB	4.1905499e-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
197	Data Placement In Bubba	1988	SIGMOD	0.0003508637
214	THE 5 MINUTE RULE FOR TRADING MEMORY FOR DISC ACCESSES and THE 10 BYTE RULE FOR TRADING MEMORY FOR CPU TIME	1987	SIGMOD	0.00033644457
306	The LRU-K Page Replacement Algorithm For Database Disk Buffering	1993	SIGMOD	0.00028255083
440	Exploiting Inheritance and Structure Semantics for Effective Clustering and Buffering in an Object-Oriented DBMS	1989	SIGMOD	0.00023176583
1,182	Fido: A Cache That Learns to Fetch	1991	VLDB	0.00013447214
1,657	A Stochastic Approach for Clustering in Object Bases	1991	SIGMOD	0.00010975412
1,894	On the Performance of Object Clustering Techniques	1992	SIGMOD	0.00010175304
2,647	WATCHMAN: A Data Warehouse Intelligent Cache Manager	1996	VLDB	8.3750419e-05
2,705	Managing Persistent Objects in a Multi-Level Store	1991	SIGMOD	8.2655619e-05
3,742	Query Processing in Tertiary Memory Databases	1995	VLDB	6.7950057e-05
5,307	Prefetching In Realtime Database Applications	1986	SIGMOD	5.5724575e-05
5,597	Practical Prefetching via Data Compression (extended abstract)	1993	SIGMOD	5.4167486e-05
7,681	Random I/O Scheduling in Online Tertiary Storage Systems	1996	SIGMOD	4.6761294e-05
12,824	L/MRP: A Buffer Management Strategy for Interactive Continuous Data Flows in a Multimedia DBMS	1995	VLDB	4.1905499e-05

Semantically Similar Papers

Overall Rank	Paper	Year	Venue	Pagerank
14,021	Principles of Optimally Placing Data in Tertiary Storage Libraries	1997	VLDB	-
3,742	Query Processing in Tertiary Memory Databases	1995	VLDB	6.7950057e-05
12,793	Fault-tolerant Architectures for Continuous Media Servers	1996	SIGMOD	4.1905499e-05
12,735	Throughput-Competitive Admission Control for Continuous Media Databases	1998	PODS	4.1905499e-05
1,071	Incremental Organization for Data Recording and Warehousing	1997	VLDB	0.00014265647
12,832	Optimal Response Time Retrieval of Replicated Data	1994	PODS	4.1905499e-05
2,093	Active Storage For Large-Scale Data Mining and Multimedia	1998	VLDB	9.5570993e-05
12,765	Multimedia Support for Databases	1997	PODS	4.1905499e-05
8,942	Algorithms for Data Migration with Cloning	2003	PODS	4.4229886e-05
8,561	On-Demand Data Elevation in a Hierarchical Multimedia Storage Server	1997	VLDB	4.4893996e-05