GPU Support for Component-based Development of Embedded Systems

↓ Direkt till sidans innehåll
↓ Direkt till sidans sekundära innehåll (sidomenyn)

Sökning: (db:Swepub) conttype:(scientificother) lar1:(mdh) pers:(Crnkovic Ivica) > GPU Support for Com...

Campeanu, Gabriel,1982-Mälardalens högskola,Inbyggda system (författare)

GPU Support for Component-based Development of Embedded Systems

BokEngelska2018

Förlag, utgivningsår, omfång ...

Västerås :Mälardalen University,2018
electronicrdacarrier

Nummerbeteckningar

LIBRIS-ID:oai:DiVA.org:mdh-39895
ISBN:9789174853933
https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-39895URI

Kompletterande språkuppgifter

Språk:engelska
Sammanfattning på:engelska

Ingår i deldatabas

SwePubSwePub

Klassifikation

Ämneskategori:vet swepub-contenttype
Ämneskategori:dok swepub-publicationtype

Serie

Mälardalen University Press Dissertations,1651-4238 ;264

Anmärkningar

One pressing challenge of many modern embedded systems is to successfully deal with the considerable amount of data that originates from the interaction with the environment. A recent solution comes from the use of GPUs. Equipped with a parallel execution model, the GPU excels in parallel processing applications, providing an improved performance compared to the CPU.Another trend in the embedded systems domain is the use of component-based development. This software engineering paradigm that promotes construction of applications through the composition of software components, has been successfully used in the development of embedded systems. However, the existing approaches provide no specific support to develop embedded systems with GPUs. As a result, components with GPU capability need to encapsulate all the required GPU information in order to be successfully executed by the GPU. This leads to component specialization to specific platforms, hence drastically impeding component reusability.Our main goal is to facilitate component-based development of embedded systems with GPUs. We introduce the concept of flexible component which increases the flexibility to design embedded systems with GPUs, by allowing the system developer to decided where to place the component, i.e., either on the CPU or GPU. Furthermore, we provide means to automatically generate the required information for flexible components corresponding to their hardware placement, and to improve component communication. Through the introduced support, components with GPU capability are platform-independent, being capable to be executed on a large variety of hardware (i.e., platforms with different GPU characteristics). Furthermore, an optimization step is introduced, which groups connected flexible components into single entities that behave as regular components. Dealing with components that can be executed either by the CPU or GPU, we also introduce an allocation optimization method. The proposed solution, implemented using a mathematical solver, offers alternative options in optimizing particular system goals (e.g., memory and energy usage).

Ämnesord och genrebeteckningar

TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik hsv//swe
ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering hsv//eng
TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Datorsystem hsv//swe
ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Computer Systems hsv//eng
TEKNIK OCH TEKNOLOGIER Elektroteknik och elektronik Inbäddad systemteknik hsv//swe
ENGINEERING AND TECHNOLOGY Electrical Engineering, Electronic Engineering, Information Engineering Embedded Systems hsv//eng
component-based development
CBD
software component
GPU
embedded systems
allocation
Computer Science
datavetenskap

Biuppslag (personer, institutioner, konferenser, titlar ...)

Carlson, JanMälardalens högskola,Inbyggda system,Akademin för hälsa, vård och välfärd(Swepub:mdh)jcn01 (preses)
Sentilles, Séverine,1982-Mälardalens högskola,Inbyggda system(Swepub:mdh)sss01 (preses)
Crnkovic, IvicaMälardalens högskola,Inbyggda system(Swepub:mdh)icc01 (preses)
Bures, Tomas,Associate ProfessorCharles University in Prague (opponent)
Mälardalens högskolaInbyggda system (creator_code:org_t)

Internetlänk

Hitta via bibliotek

GPU Support for Component-based Development of Embedded Systems (Sök publikationen i LIBRIS)

Till lärosätets databas

Hitta mer i SwePub

Av författaren/redakt...: Campeanu, Gabrie ...; Carlson, Jan; Sentilles, Séver ...; Crnkovic, Ivica; Bures, Tomas, As ...

Om ämnet

TEKNIK OCH TEKNOLOGIER: TEKNIK OCH TEKNO ...; och Elektroteknik oc ...

TEKNIK OCH TEKNOLOGIER: TEKNIK OCH TEKNO ...; och Elektroteknik oc ...; och Datorsystem

TEKNIK OCH TEKNOLOGIER: TEKNIK OCH TEKNO ...; och Elektroteknik oc ...; och Inbäddad systemt ...

Delar i serien: Mälardalen Unive ...

Av lärosätet: Mälardalens universitet

Sök utanför SwePub

Sök vidare i:: Google; Google Book Search; Google Scholar

Kungliga biblioteket hanterar dina personuppgifter i enlighet med EU:s dataskyddsförordning (2018), GDPR. Läs mer om hur det funkar här.
Så här hanterar KB dina uppgifter vid användning av denna tjänst.

LIBRIS.kb.se