Sökning: "hardware-aware"

Hittade 2 avhandlingar innehållade ordet hardware-aware.

1. 1. Hardware-Aware Algorithm Designs for Efficient Parallel and Distributed Processing

   Författare :Charalampos Stylianopoulos; Chalmers tekniska högskola; []
   Nyckelord :NATURVETENSKAP; NATURAL SCIENCES; NATURVETENSKAP; NATURAL SCIENCES; resource-constrained; distributed processing; high-end; parallelism; hardware-aware; intermediate;

   Sammanfattning : The introduction and widespread adoption of the Internet of Things, together with emerging new industrial applications, bring new requirements in data processing. Specifically, the need for timely processing of data that arrives at high rates creates a challenge for the traditional cloud computing paradigm, where data collected at various sources is sent to the cloud for processing. LÄS MER

3. 2. Deep Learning on the Edge : A Flexible Multi-level Optimization Approach

   Författare :Nesma Rezk; Magnus Jonsson; Mahdi Fazeli; Antonio Carlos Schneider Beck; Högskolan i Halmstad; []
   Nyckelord :TEKNIK OCH TEKNOLOGIER; ENGINEERING AND TECHNOLOGY;

   Sammanfattning : Recent advances in Deep Learning (DL) research have been adopted in a wide variety of applications, including autonomous driving, AI in health care, and smart homes. In parallel, research in high-performance embedded computing has resulted in advanced hardware platforms that offer enhanced performance and energy efficiency for demanding computations. LÄS MER