Title
Sound, Fine-Grained Traversal Fusion for Heterogeneous Trees - Extended Version.
Abstract
Applications in many domains are based on a series of traversals of tree structures, and fusing these traversals together to reduce the total number of passes over the tree is a common, important optimization technique. In applications such as compilers and render trees, these trees are heterogeneous: different nodes of the tree have different types. Unfortunately, prior work for fusing traversals falls short in different ways: they do not handle heterogeneity; they require using domain-specific languages to express an application; they rely on the programmer to aver that fusing traversals is safe, without any soundness guarantee; or they can only perform coarse-grain fusion, leading to missed fusion opportunities. This paper addresses these shortcomings to build a framework for fusing traversals of heterogeneous trees that is automatic, sound, and fine-grained. We show across several case studies that our approach is able to allow programmers to write simple, intuitive traversals, and then automatically fuse them to substantially improve performance.
Year
Venue
DocType
2019
arXiv: Programming Languages
Journal
Volume
Citations 
PageRank 
abs/1904.07061
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Laith Sakka162.15
Kirshanthan Sundararajah232.07
Ryan Newton380270.80
Milind Kulkarni474445.29