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The DaCapo Benchmarks: Java Benchmarking Development and Analysis

by Stephen M Blackburn, Robin Garner , Chris Hoffmann , Asjad M Khan , Kathryn S Mckinley , Rotem Bentzur , Amer Diwan , Daniel Feinberg , Daniel Frampton , Samuel Z Guyer , Martin Hirzel , Antony Hosking , Maria Jump , Han Lee , J Eliot B Moss, Aashish Phansalkar , Darko Stefanović , Thomas Vandrunen , Daniel Von Dincklage , Ben Wiedermann
"... Since benchmarks drive computer science research and industry product development, which ones we use and how we evaluate them are key questions for the community. Despite complex runtime tradeoffs due to dynamic compilation and garbage collection required for Java programs, many evaluations still us ..."
Abstract - Cited by 397 (65 self) - Add to MetaCart
Since benchmarks drive computer science research and industry product development, which ones we use and how we evaluate them are key questions for the community. Despite complex runtime tradeoffs due to dynamic compilation and garbage collection required for Java programs, many evaluations still

An Analysis of Lambek’s Production Machines ∗

by Riccardo R. Pucella , 2004
"... Lambek’s production machines may be used to generate and recognize sentences in a subset of the language described by a production grammar. We determine in this paper the subset of the language of a grammar generated and recognized by such machines. 1 ..."
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Lambek’s production machines may be used to generate and recognize sentences in a subset of the language described by a production grammar. We determine in this paper the subset of the language of a grammar generated and recognized by such machines. 1

DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language

by Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Budiu, Úlfar Erlingsson, Pradeep Kumar, Gunda Jon Currey
"... DryadLINQ is a system and a set of language extensions that enable a new programming model for large scale distributed computing. It generalizes previous execution environments such as SQL, MapReduce, and Dryad in two ways: by adopting an expressive data model of strongly typed.NET objects; and by s ..."
Abstract - Cited by 273 (27 self) - Add to MetaCart
made up of thousands of computers, ensures efficient, reliable execution of this plan. We describe the implementation of the DryadLINQ compiler and runtime. We evaluate DryadLINQ on a varied set of programs drawn from domains such as web-graph analysis, large-scale log mining, and machine learning. We

Global and regional climate changes due to black carbon,

by V Ramanathan , G Carmichael - Nat. Geosci., , 2008
"... Figure 1: Global distribution of BC sources and radiative forcing. a, BC emission strength in tons per year from a study by Bond et al. Full size image (42 KB) Review Nature Geoscience 1, 221 -227 (2008 Black carbon in soot is the dominant absorber of visible solar radiation in the atmosphere. Ant ..."
Abstract - Cited by 228 (5 self) - Add to MetaCart
to dimming at the Earth's surface with important implications for the hydrological cycle, and the deposition of black carbon darkens snow and ice surfaces, which can contribute to melting, in particular of Arctic sea ice. Black carbon (BC) is an important part of the combustion product commonly referred

Random-walk computation of similarities between nodes of a graph, with application to collaborative recommendation

by Francois Fouss , Alain Pirotte , Jean-Michel Renders , Marco Saerens - IEEE Transactions on Knowledge and Data Engineering
"... ABSTRACT This work presents a new perspective on characterizing the similarity between elements of a database or, more generally, nodes of a weighted, undirected, graph. It is based on a Markov-chain model of random walk through the database. More precisely, we compute quantities (the average commu ..."
Abstract - Cited by 194 (19 self) - Add to MetaCart
that the square root of the average commute time is a Euclidean distance and that the pseudoinverse of the Laplacian matrix is a kernel (it contains inner-products closely related to commute times). A procedure for computing the subspace projection of the node vectors of the graph that preserves as much variance

HadoopDB: An Architectural Hybrid of MapReduce and DBMS Technologies for Analytical Workloads

by Azza Abouzeid, Kamil Bajda-pawlikowski, Daniel Abadi, Avi Silberschatz, Er Rasin
"... The production environment for analytical data management applications is rapidly changing. Many enterprises are shifting away from deploying their analytical databases on high-end proprietary machines, and moving towards cheaper, lower-end, commodity hardware, typically arranged in a shared-nothing ..."
Abstract - Cited by 180 (7 self) - Add to MetaCart
The production environment for analytical data management applications is rapidly changing. Many enterprises are shifting away from deploying their analytical databases on high-end proprietary machines, and moving towards cheaper, lower-end, commodity hardware, typically arranged in a shared

Coil sensitivity encoding for fast MRI. In:

by Klaas P Pruessmann , Markus Weiger , Markus B Scheidegger , Peter Boesiger - Proceedings of the ISMRM 6th Annual Meeting, , 1998
"... New theoretical and practical concepts are presented for considerably enhancing the performance of magnetic resonance imaging (MRI) by means of arrays of multiple receiver coils. Sensitivity encoding (SENSE) is based on the fact that receiver sensitivity generally has an encoding effect complementa ..."
Abstract - Cited by 193 (3 self) - Add to MetaCart
-coil array in brain imaging. With an array of five coils double-oblique heart images were obtained in one-third of conventional scan time. Magn Reson Med 42:952-962, 1999. 1999 Wiley-Liss, Inc. Key words: MRI; sensitivity encoding; SENSE; fast imaging; receiver coil array Among today's many medical

Machine

by Firdosjahan Khan, Quazi T. Z
"... Total Productive Maintenance is a maintenance program which involves a newly defined concept for maintaining plants and equipment Overall Equipment Effectiveness is used as the measure of success of Total Productive Maintenance implementation. The Overall Equipment Effectiveness is product of equipm ..."
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of this dissertation work is to reduce the losses of the machine. In this research work a case study of machine had been undertaken for the analysis for certain duration.

Machine Analysis of Facial Expressions

by Maja Pantic, Marian Stewart Bartlett
"... The human face is the site for major sensory inputs and major communicative outputs. It houses the majority of our sensory apparatus as well as our speech production apparatus. It is used to identify other members of our species, to gather information about age, gender, attractiveness, and personali ..."
Abstract - Cited by 52 (19 self) - Add to MetaCart
The human face is the site for major sensory inputs and major communicative outputs. It houses the majority of our sensory apparatus as well as our speech production apparatus. It is used to identify other members of our species, to gather information about age, gender, attractiveness

Dynamic Alignment Kernels

by Chris Watkins - Advances in Large Margin Classifiers , 1999
"... There is much current interest in kernel methods for classification, regression, PCA, and other linear methods of data analysis. Kernel methods may be particularly valuable for problems in which the input data is not readily described by explicit feature vectors. One such problem is where input data ..."
Abstract - Cited by 147 (3 self) - Add to MetaCart
There is much current interest in kernel methods for classification, regression, PCA, and other linear methods of data analysis. Kernel methods may be particularly valuable for problems in which the input data is not readily described by explicit feature vectors. One such problem is where input
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