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Results 1 - 10
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1,049
Pig Latin: A Not-So-Foreign Language for Data Processing
"... There is a growing need for ad-hoc analysis of extremely large data sets, especially at internet companies where innovation critically depends on being able to analyze terabytes of data collected every day. Parallel database products, e.g., Teradata, offer a solution, but are usually prohibitively e ..."
Abstract
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Cited by 607 (13 self)
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There is a growing need for ad-hoc analysis of extremely large data sets, especially at internet companies where innovation critically depends on being able to analyze terabytes of data collected every day. Parallel database products, e.g., Teradata, offer a solution, but are usually prohibitively
Efficient Context-Sensitive Pointer Analysis for C Programs
, 1995
"... This paper proposes an efficient technique for contextsensitive pointer analysis that is applicable to real C programs. For efficiency, we summarize the effects of procedures using partial transfer functions. A partial transfer function (PTF) describes the behavior of a procedure assuming that certa ..."
Abstract
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Cited by 433 (7 self)
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This paper proposes an efficient technique for contextsensitive pointer analysis that is applicable to real C programs. For efficiency, we summarize the effects of procedures using partial transfer functions. A partial transfer function (PTF) describes the behavior of a procedure assuming
Cache Miss Equations: A Compiler Framework for Analyzing and Tuning Memory Behavior
- ACM Transactions on Programming Languages and Systems
, 1999
"... This article describes methods for generating and solving Cache Miss Equations (CMEs) that give a detailed representation of cache behavior, including conflict misses, in loop-oriented scientific code. Implemented within the SUIF compiler framework, our approach extends traditional compiler reuse an ..."
Abstract
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Cited by 168 (1 self)
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This article describes methods for generating and solving Cache Miss Equations (CMEs) that give a detailed representation of cache behavior, including conflict misses, in loop-oriented scientific code. Implemented within the SUIF compiler framework, our approach extends traditional compiler reuse
Informed Prefetching and Caching
- In Proceedings of the Fifteenth ACM Symposium on Operating Systems Principles
, 1995
"... The underutilization of disk parallelism and file cache buffers by traditional file systems induces I/O stall time that degrades the performance of modern microprocessor-based systems. In this paper, we present aggressive mechanisms that tailor file system resource management to the needs of I/O-int ..."
Abstract
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Cited by 402 (10 self)
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The underutilization of disk parallelism and file cache buffers by traditional file systems induces I/O stall time that degrades the performance of modern microprocessor-based systems. In this paper, we present aggressive mechanisms that tailor file system resource management to the needs of I
Control-Flow Analysis of Higher-Order Languages
, 1991
"... representing the official policies, either expressed or implied, of ONR or the U.S. Government. Keywords: data-flow analysis, Scheme, LISP, ML, CPS, type recovery, higher-order functions, functional programming, optimising compilers, denotational semantics, nonstandard Programs written in powerful, ..."
Abstract
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Cited by 365 (10 self)
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that runs slower than their FORTRAN and C counterparts. The problem is the lack of an explicit control-flow graph at compile time, something which traditional data-flow analysis techniques require. In this dissertation, I present a technique for recovering the control-flow graph of a Scheme program
Fast static analysis of C++ virtual function calls
- In Proceedings OOPSLA '96, ACM SIGPLAN Notices
, 1996
"... Virtual functions make code easier for programmers to reuse but also make it harder for compilers to analyze. We investi-gate the ability of three static analysis algorithms to improve C++ programs by resolving virtual function calls, thereby reducing compiled code size and reducing program complex- ..."
Abstract
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Cited by 280 (10 self)
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Virtual functions make code easier for programmers to reuse but also make it harder for compilers to analyze. We investi-gate the ability of three static analysis algorithms to improve C++ programs by resolving virtual function calls, thereby reducing compiled code size and reducing program complex
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
"... 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
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Cited by 273 (27 self)
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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
Control Flow Analysis in Scheme
, 1988
"... Traditional flow analysis techniques, such as the ones typically employed by optimising Fortran compilers, do not work for Scheme-like languages. This paper presents a flow analysis technique- control flow analysis- which is applicable to Scheme-like languages. As a demonstration application, the in ..."
Abstract
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Cited by 231 (7 self)
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Traditional flow analysis techniques, such as the ones typically employed by optimising Fortran compilers, do not work for Scheme-like languages. This paper presents a flow analysis technique- control flow analysis- which is applicable to Scheme-like languages. As a demonstration application
Hive- A Warehousing Solution Over a Map-Reduce Framework
- IN VLDB '09: PROCEEDINGS OF THE VLDB ENDOWMENT
, 2009
"... The size of data sets being collected and analyzed in the
industry for business intelligence is growing rapidly, mak-
ing traditional warehousing solutions prohibitively expen-
sive. Hadoop [3] is a popular open-source map-reduce im-
plementation which is being used as an alternative to store
and pr ..."
Abstract
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Cited by 265 (1 self)
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The size of data sets being collected and analyzed in the
industry for business intelligence is growing rapidly, mak-
ing traditional warehousing solutions prohibitively expen-
sive. Hadoop [3] is a popular open-source map-reduce im-
plementation which is being used as an alternative to store
McRT-STM: a High Performance Software Transactional Memory System for a Multi-Core Runtime
- In Proc. of the 11th ACM Symp. on Principles and Practice of Parallel Programming
, 2006
"... Applications need to become more concurrent to take advantage of the increased computational power provided by chip level multiprocessing. Programmers have traditionally managed this concurrency using locks (mutex based synchronization). Unfortunately, lock based synchronization often leads to deadl ..."
Abstract
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Cited by 241 (14 self)
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RT-STM exports interfaces that can be used from C/C++ programs directly or as a target for compilers translating higher level linguistic constructs. We present a detailed performance analysis of various STM design tradeoffs such as pessimistic versus optimistic concurrency, undo logging versus write buffering
Results 1 - 10
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1,049
