Heterogeneous Computing Systems

TL;DR

This survey reviews the technological trends, opportunities, and challenges of heterogeneous computing systems, emphasizing their growing importance in data centers and IoT devices, and discusses related problems like resource allocation and programming.

Contribution

It provides a comprehensive overview of heterogeneous computing systems, highlighting current trends, challenges, and research problems from a resource management perspective.

Findings

Heterogeneous systems are increasingly prevalent in data centers and IoT.

Key challenges include resource allocation, middleware, and programming.

The survey identifies critical research problems in the field.

Abstract

This survey of heterogeneous computing systems will help in analyzing the technological trends that will be at the basis of heterogeneous computing systems, highlighting the major opportunities and challenges such technologies will bring with them. This will help to understand the importance of heterogeneous computing systems, which are becoming common architectural elements of not only the modern data centers but also highly integrated devices (IoT). Identify problems related to it, such as the resource allocation problem, middleware, processing architectures, programming challenges, etc. from the perspective of heterogeneous resources.