HEAVEN: A Hierarchical Storage and Archive Environment for Multidimensional Array Database Management Systems

Reiner, Bernd; Hahn, Karl

doi:10.1007/978-3-540-24741-8_57

Cited by 3 publications

(6 citation statements)

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“…Their common characteristic is that a huge amount of Multidimensional Discrete Data (MDD) has to be stored. For overcoming the above mentioned shortcomings, and for providing flexible data management of spatio-temporal data, HEAVEN (Hierarchical Storage and Archive Environment for Multidimensional Array Database Management Systems) was implemented [5].…”

Section: Historical Backgroundmentioning

confidence: 99%

“…This means the DBMS must be extended with easy to use functionalities to automatically store and retrieve data to/from tertiary storage systems without user interaction. A description of related work can be found in [5].…”

Section: Foundationsmentioning

confidence: 99%

“…Hence, techniques that partition data sets into clusters based on optimized data access patterns and storage device characteristics, has to be developed. Therefore, methods for reducing tertiary storage access time, i.e., Super-Tile concept, data clustering and data caching are presented [5,6].…”

Section: Techniques For Reducing Tertiary Storage Access Timementioning

confidence: 99%

“…Hard disks have fast random access, whereas tape systems have sequential access with much higher access latency. The average access time for tape systems (20-180 s) is by order of magnitude slower than for hard disk drives (5-12 ms), whereas the difference between transfer rate is not significant [5,10]. For this reason, HEAVEN exploits the good transfer rate of tertiary storage systems, preserving the advantages of the tiling concept.…”

Section: Super-tile Conceptmentioning

confidence: 99%

“…"Smart" means to exploit the good transfer rate of tertiary storage devices and to preserve advantages of other concepts like data clustering. The left side of realization, HEAVEN utilizes information of the RasDaMan RC tree index [3,5].…”

Section: Super-tile Conceptmentioning

confidence: 99%

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Storage of Large Scale Multidimensional Data

Reiner¹,

Hahn²

2016

Encyclopedia of Database Systems

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Hierarchical storage management; HSM; Multidimensional database management system; Raster data management Definition An identified major bottleneck today is fast and efficient access to and evaluation of high performance computing results. This contribution addresses the necessity of developing techniques for efficient retrieval of requested subsets of large datasets from mass storage devices (e.g., magnetic tape). Furthermore, the benefit of managing large spatio-temporal data sets, e.g., generated by simulations of climate models or physical experiments, with Data Base Management Systems (DBMS) will be shown. Such DBMS must be able to handle very large data sets stored on mass storage devices. This means DBMS need a smart connection to tertiary storage systems with optimized access strategies. HEAVEN (Hierarchical Storage and Archive Environment for Multidimensional Array Database Management Systems) is specifically designed and optimized for storing multidimensional array data on tertiary storage media.

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Section: Historical Backgroundmentioning

confidence: 99%

Section: Foundationsmentioning

confidence: 99%

Section: Techniques For Reducing Tertiary Storage Access Timementioning

confidence: 99%

Section: Super-tile Conceptmentioning

confidence: 99%

Section: Super-tile Conceptmentioning

confidence: 99%

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