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The HP AutoRAID hierarchical storage system

by John Wilkes, Richard Golding, Carl Staelin, Tim Sullivan - ACM Transactions on Computer Systems , 1995
"... Configuring redundant disk arrays is a black art. To configure an array properly, a system administrator must understand the details of both the array and the workload it will support. Incorrect understanding of either, or changes in the workload over time, can lead to poor performance. We present a ..."
Abstract - Cited by 263 (15 self) - Add to MetaCart
a solution to this problem: a two-level storage hierarchy implemented inside a single diskarray controller. In the upper level of this hierarchy, two copies of active data are stored to provide full redundancy and excellent performance. In the lower level, RAID 5 parity protection is used to provide

A Behavioral Notion of Subtyping

by Barbara H. Liskov, Jeanette M. Wing - ACM Transactions on Programming Languages and Systems , 1994
"... The use of hierarchy is an important component of object-oriented design. Hierarchy allows the use of type families, in which higher level supertypes capture the behavior that all of their subtypes have in common. For this methodology to be effective, it is necessary to have a clear understanding of ..."
Abstract - Cited by 509 (13 self) - Add to MetaCart
The use of hierarchy is an important component of object-oriented design. Hierarchy allows the use of type families, in which higher level supertypes capture the behavior that all of their subtypes have in common. For this methodology to be effective, it is necessary to have a clear understanding

A Scalable Location Service for Geographic Ad Hoc Routing,”

by Jinyang Li , John Jannotti , Douglas S J De Couto , David R Karger , Robert Morris , Jinyang Li , John Jannotti , Alfred P Sloane , Foundation Fellowship , Lucille Packard , Foundations Fellowship , Jinyang 46 , John Li , Jannotti - Proceedings of ACM/IEEE MobiCom , 2000
"... Abstract. GLS is a new distributed location service which tracks mobile node locations. GLS combined with geographic forwarding allows the construction of ad hoc mobile networks that scale to a larger number of nodes than possible with previous work. GLS is decentralized and runs on the mobile node ..."
Abstract - Cited by 769 (17 self) - Add to MetaCart
of node identifiers and a predefined geographic hierarchy. Queries for a mobile node's location also use the predefined identifier ordering and spatial hierarchy to find a location server for that node. Experiments using the ns simulator for up to 600 mobile nodes show that the storage and bandwidth

Mining Generalized Association Rules

by Ramakrishnan Srikant, Rakesh Agrawal , 1995
"... We introduce the problem of mining generalized association rules. Given a large database of transactions, where each transaction consists of a set of items, and a taxonomy (is-a hierarchy) on the items, we find associations between items at any level of the taxonomy. For example, given a taxonomy th ..."
Abstract - Cited by 591 (7 self) - Add to MetaCart
We introduce the problem of mining generalized association rules. Given a large database of transactions, where each transaction consists of a set of items, and a taxonomy (is-a hierarchy) on the items, we find associations between items at any level of the taxonomy. For example, given a taxonomy

How to make a decision: the analytic hierarchy process

by Thomas L. Saaty - European Journal of Operational Research , 1990
"... Policy makers at all levels of decision making in organizations use multiple criteria to analyze their complex problems. Multicriteria thinking is used formally to facilitate their decision making. Through trade-offs it clarifies the advantages and disadvantages of policy options under circumstances ..."
Abstract - Cited by 411 (0 self) - Add to MetaCart
Policy makers at all levels of decision making in organizations use multiple criteria to analyze their complex problems. Multicriteria thinking is used formally to facilitate their decision making. Through trade-offs it clarifies the advantages and disadvantages of policy options under

The Data Grid: Towards an Architecture for the Distributed Management and Analysis of Large Scientific Datasets

by Ann Chervenak , Ian Foster, Carl Kesselman, Charles Salisbury, Steven Tuecke - JOURNAL OF NETWORK AND COMPUTER APPLICATIONS , 1999
"... In an increasing number of scientific disciplines, large data collections are emerging as important community resources. In this paper, we introduce design principles for a data management architecture called the Data Grid. We describe two basic services that we believe are fundamental to the des ..."
Abstract - Cited by 471 (41 self) - Add to MetaCart
to the design of a data grid, namely, storage systems and metadata management. Next, we explain how these services can be used to develop higher-level services for replica management and replica selection. We conclude by describing our initial implementation of data grid functionality.

.0 Storage Systems

by We Have Multidisciplinary
"... ng structures. A storage heirarchy consisting of at least three levels requires a variety of new methods for data staging, migration, clustering, and caching. We must migrate data within the hierarchy; moreover data likely to be accessed together migrated as a unit. We will need to provide hints in ..."
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in the form of data pinning. An extensive body of research exists on the management of two-level storage hierarchies; however relatively little is known about general hierarchical storage systems. The need to incorporate effectively the products of recent technological developments into the storage hierarchy

Algorithms for Parallel Memory I: Two-Level Memories

by Jeffrey Scott Vitter, Elizabeth A.M. Shriver , 1992
"... We provide the first optimal algorithms in terms of the number of input/outputs (I/Os) required between internal memory and multiple secondary storage devices for the problems of sorting, FFT, matrix transposition, standard matrix multiplication, and related problems. Our two-level memory model is n ..."
Abstract - Cited by 235 (27 self) - Add to MetaCart
We provide the first optimal algorithms in terms of the number of input/outputs (I/Os) required between internal memory and multiple secondary storage devices for the problems of sorting, FFT, matrix transposition, standard matrix multiplication, and related problems. Our two-level memory model

Classification of Wetlands and Deepwater Habitats of the United States

by Lewis M. Cowardin, Virginia Carter, Francis C. Golet, Wildlife Service - FWS/OBS79/31. USDI, U.S. Fish and Wildlife Service, Office of Biological Service. 103 , 1979
"... This classification, to be used in a new inventory of wetlands and deepwater habitats of the United States, is intended to describe ecological taxa, arrange them in a system useful to resource managers, furnish units for mapping, and provide uniformity of concepts and terms. Wetlands are defined by ..."
Abstract - Cited by 411 (1 self) - Add to MetaCart
by plants (hydrophytes), soils (hydric soils), and frequency of flooding. Ecologically related areas of deep water, traditionally not considered wetlands, are included in the classification as deepwater habitats. Systems form the highest level of the classification hierarchy; five are defined

RAID: High-Performance, Reliable Secondary Storage

by Peter M. Chen, Edward K. Lee, Garth A. Gibson, Randy H. Katz, David A. Patterson - ACM COMPUTING SURVEYS , 1994
"... Disk arrays were proposed in the 1980s as a way to use parallelism between multiple disks to improve aggregate I/O performance. Today they appear in the product lines of most major computer manufacturers. This paper gives a comprehensive overview of disk arrays and provides a framework in which to o ..."
Abstract - Cited by 348 (5 self) - Add to MetaCart
to organize current and future work. The paper first introduces disk technology and reviews the driving forces that have popularized disk arrays: performance and reliability. It then discusses the two architectural techniques used in disk arrays: striping across multiple disks to improve performance
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