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Dataflow
Known as:
Data flow
, Data-flow
, Flow of data
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Dataflow is a term used in computing, and may have various shades of meaning.
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Related topics
Related topics
49 relations
Apache Spark
Arvind (computer scientist)
BMDFM
C++
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Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2016
Highly Cited
2016
Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks
Yu-hsin Chen
,
J. Emer
,
V. Sze
International Symposium on Computer Architecture
2016
Corpus ID: 3291270
Deep convolutional neural networks (CNNs) are widely used in modern AI systems for their superior accuracy but at the cost of…
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Highly Cited
2003
Highly Cited
2003
TelegraphCQ: continuous dataflow processing
S. Chandrasekaran
,
Owen Cooper
,
+7 authors
Mehul A. Shah
ACM SIGMOD Conference
2003
Corpus ID: 14965874
At Berkeley, we are developing TelegraphCQ [1, 2], a dataflow system for processing continuous queries over data streams…
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Highly Cited
2003
Highly Cited
2003
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World
S. Chandrasekaran
,
Owen Cooper
,
+8 authors
Mehul A. Shah
Conference on Innovative Data Systems Research
2003
Corpus ID: 339517
Increasingly pervasive networks are leading towards a world where data is constantly in motion. In such a world, conventional…
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Highly Cited
1996
Highly Cited
1996
Exceeding the dataflow limit via value prediction
Mikko H. Lipasti
,
John Paul Shen
Proceedings of the 29th Annual IEEE/ACM…
1996
Corpus ID: 1122747
For decades, the serialization constraints imposed by true data dependences have been regarded as an absolute limit-the dataflow…
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Highly Cited
1996
Highly Cited
1996
Cycle-static dataflow
G. Bilsen
,
M. Engels
,
R. Lauwereins
,
J. Peperstraete
IEEE Transactions on Signal Processing
1996
Corpus ID: 42305922
We present cycle-static dataflow (CSDF), which is a new model for the specification and implementation of digital signal…
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Review
1995
Review
1995
Dataflow process networks
Edward A. Lee
,
T. Parks
Proceedings of the IEEE
1995
Corpus ID: 7945279
We review a model of computation used in industrial practice in signal processing software environments and experimentally and…
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Highly Cited
1995
Highly Cited
1995
Precise interprocedural dataflow analysis via graph reachability
T. Reps
,
Susan Horwitz
,
Shmuel Sagiv
ACM-SIGACT Symposium on Principles of Programming…
1995
Corpus ID: 5955667
The paper shows how a large class of interprocedural dataflow-analysis problems can be solved precisely in polynomial time by…
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Highly Cited
1994
Highly Cited
1994
Experiments on the effectiveness of dataflow- and control-flow-based test adequacy criteria
Monica Hutchins
,
Herbert Foster
,
Tarak Goradia
,
T. Ostrand
Proceedings of 16th International Conference on…
1994
Corpus ID: 6182111
This paper reports an experimental study investigating the effectiveness of two code-based test adequacy criteria for identifying…
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Highly Cited
1993
Highly Cited
1993
Scheduling dynamic dataflow graphs with bounded memory using the token flow model
J. Buck
,
Edward A. Lee
IEEE International Conference on Acoustics…
1993
Corpus ID: 1697162
The authors build upon research by E. A. Lee (1991) concerning the token flow model, an analytical model for the behavior of…
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Highly Cited
1991
Highly Cited
1991
Dataflow analysis of array and scalar references
P. Feautrier
International journal of parallel programming
1991
Corpus ID: 5738544
Given a program written in a simple imperative language (assignment statements,for loops, affine indices and loop limits), this…
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