In computer programming, dataflow programming is a programming paradigm that models a program as a directed graph of the data flowing between operations, thus implementing …

Oct 3, 2024 · Data flow analysis is a technique used in compiler design to analyze how data flows through a program. It involves tracking the values of variables and expressions as they are …

Nov 22, 2024 · Control Flow Graph (CFG) is a helpful tool to understand how a program works. It makes it easier to find errors, improve performance, and ensure thorough testing. While it can …

A data flow graph is a model of a program with no conditionals. In a high-level programming language, a code segment with no conditionals—more precisely, with only one entry and exit …

A program's control-flow graph (CFG) is used to determine those parts of a program to which a particular value assigned to a variable might propagate. The information gathered is often …

Control Flow Graph (CFG) A control flow graph(CFG), or simply a flow graph, is a directed graph in which: –(i) the nodes are basic blocks; and –(ii) the edges are induced from the possible …

Flowing Through the Graph •How to propagate available expression facts over control flow graph? •Given available expressions D in[L] that flow into block labeled L, compute D out[L] …

ProGraML is a representation for programs as input to a machine learning model. The key features are: Simple: Everything is available through a pip install, no compilation required. …

We use this dataset to benchmark ML methods and show that they struggle on these fundamental program reason-ing tasks. We propose PROGRAML – Program Graphs for Machine Learning …

This article explores the fundamental characteristics of data flow program graphs, emphasizing their ability to represent program actions using a data availability firing rule and facilitate …