A predictive compiler uses properties of a program to decide how to optimize it. The compiler
is trained on a collection of programs to derive a model which determines its actions in face …

In recent years, the edge computing paradigm has been attracting much attention in the
Internet-of-Things domain. It aims to push the frontier of computing applications, data, and …

The growing popularity of machine learning frameworks and algorithms has greatly
contributed to the design and exploration of good code optimization sequences. Yet, in spite …

Type inference is a feature that is common to a variety of programming languages. While, in
the past, it has been prominently present in functional ones (eg, ML and Haskell), today …

A hardware configuration is a set of processors and their frequency levels in a multicore
heterogeneous system. This article presents a compiler-based technique to match functions …

Asymmetric multicore processors (AMP) fall under a special subcategory of modern-day
heterogeneous multicore architectures with different participating core types executing a …

Heterogeneous multicore systems, such as ARM big. LITTLE, use different types of
processors to conciliate high performance with low energy consumption. A question that …

Sistemas heterogêneos multinúcleo combinam, sob um mesmo conjunto de instruções,
diferentes tipos de processadores com o objetivo de conciliar alto desempenho com baixo …

Mainstream compilers perform a multitude of analyses and optimizations on the given input
program. Each analysis (such as points-to analysis) may generate a program-abstraction …

Authors' addresses: Anderson Faustino da Silva, DIN, UEM, 5790 Colombo Avenue,
Maringá, Paraná, 87020-900, Brazil, anderson@ din. uem. br; Bruno Conde Kind, DCC …