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Dataflow

Known as: Data flow, Data-flow, Flow of data 
Dataflow is a term used in computing, and may have various shades of meaning.
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Apache SparkArvind (computer scientist)BMDFMC++

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
Deep convolutional neural networks (CNNs) are widely used in modern AI systems for their superior accuracy but at the cost of… 
Highly Cited
2003
Highly Cited
2003
TelegraphCQ: continuous dataflow processing
At Berkeley, we are developing TelegraphCQ [1, 2], a dataflow system for processing continuous queries over data streams… 
Highly Cited
2003
Highly Cited
2003
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World
Increasingly pervasive networks are leading towards a world where data is constantly in motion. In such a world, conventional… 
Highly Cited
1996
Highly Cited
1996
Exceeding the dataflow limit via value prediction
For decades, the serialization constraints imposed by true data dependences have been regarded as an absolute limit-the dataflow… 
Highly Cited
1996
Highly Cited
1996
Cycle-static dataflow
We present cycle-static dataflow (CSDF), which is a new model for the specification and implementation of digital signal… 
Review
1995
Review
1995
Dataflow process networks
We review a model of computation used in industrial practice in signal processing software environments and experimentally and… 
Highly Cited
1995
Highly Cited
1995
Precise interprocedural dataflow analysis via graph reachability
The paper shows how a large class of interprocedural dataflow-analysis problems can be solved precisely in polynomial time by… 
Highly Cited
1994
Highly Cited
1994
Experiments on the effectiveness of dataflow- and control-flow-based test adequacy criteria
This paper reports an experimental study investigating the effectiveness of two code-based test adequacy criteria for identifying… 
Highly Cited
1993
Highly Cited
1993
Scheduling dynamic dataflow graphs with bounded memory using the token flow model
The authors build upon research by E. A. Lee (1991) concerning the token flow model, an analytical model for the behavior of… 
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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