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Pregled bibliografske jedinice broj: 1010704

Fast Multi-Criteria Service Selection for Multi- User Composite Applications


Kurdija, Adrian Satja; Šilić, Marin; Delač, Goran; Vladimir, Klemo
Fast Multi-Criteria Service Selection for Multi- User Composite Applications // IEEE Transactions on Services Computing (2019) doi:10.1109/TSC.2019.2925614 (znanstveni, prihvaćen)


CROSBI ID: 1010704 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Fast Multi-Criteria Service Selection for Multi- User Composite Applications

Autori
Kurdija, Adrian Satja ; Šilić, Marin ; Delač, Goran ; Vladimir, Klemo

Vrsta, podvrsta
Radovi u časopisima, znanstveni

Izvornik
IEEE Transactions on Services Computing (2019)

Status rada
Prihvaćen

Ključne riječi
Quality of service ; Task analysis ; Throughput ; Reliability ; Pipelines ; Transportation ; Time factors

Sažetak
As cloud computing becomes the prevailing aspect of software engineering, paradigms such as Service-Based Systems (SBSs) or Software as a Service (SaaS) are coming into focus. They are based on cloud services responding to numerous client requests. Selecting the actual service instance for request can be an issue, if requirements for multiple Quality of Service (QoS) attributes need to be satisfied for many users simultaneously. The problem becomes more complex if we take into account the compositeness of users' applications, consisting of many tasks, where QoS properties are calculated over the whole composition. The existing approaches for this problem lack either efficiency or generality. In this paper, we propose a fast heuristic method for multi-criteria service selection, designed for multi-user composite workflows with the goal of satisfying all, or as many as possible, of the given QoS requirements. The proposed method reduces the problem to several independent transportation problems, using a global-aware utility cost based on expected compositional QoS, and iterative solution improvements. Apart from being more general than the existing approaches, the proposed method turns out to be more efficient than the alternatives (up to 5x faster), as shown by extensive experiments covering both special and more general cases.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
KK.01.1.1.01.0009 - Napredne metode i tehnologije u znanosti o podatcima i kooperativnim sustavima (EK )
HRZZ-IP-2018-01-6423 - Pouzdani kompozitni primjenski sustavi zasnovani na web uslugama (RELS) (Srbljić, Siniša, HRZZ - 2018-01) ( POIROT)
HRZZ-IP-2014-09-9606 - Sustav predlaganja u arhitekturi zasnovanoj na uslugama (RSOA) (Srbljić, Siniša, HRZZ - 2014-09) ( POIROT)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Klemo Vladimir (autor)

Avatar Url Marin Šilić (autor)

Avatar Url Goran Delač (autor)

Avatar Url Adrian Satja Kurdija (autor)

Poveznice na cjeloviti tekst rada:

doi ieeexplore.ieee.org

Citiraj ovu publikaciju:

Kurdija, Adrian Satja; Šilić, Marin; Delač, Goran; Vladimir, Klemo
Fast Multi-Criteria Service Selection for Multi- User Composite Applications // IEEE Transactions on Services Computing (2019) doi:10.1109/TSC.2019.2925614 (znanstveni, prihvaćen)
Kurdija, A., Šilić, M., Delač, G. & Vladimir, K. (2019) Fast Multi-Criteria Service Selection for Multi- User Composite Applications. Prihvaćen za objavljivanje u IEEE Transactions on Services Computing. [Preprint] doi:10.1109/TSC.2019.2925614.
@unknown{unknown, year = {2019}, DOI = {10.1109/TSC.2019.2925614}, keywords = {Quality of service, Task analysis, Throughput, Reliability, Pipelines, Transportation, Time factors}, journal = {IEEE Transactions on Services Computing}, doi = {10.1109/TSC.2019.2925614}, title = {Fast Multi-Criteria Service Selection for Multi- User Composite Applications}, keyword = {Quality of service, Task analysis, Throughput, Reliability, Pipelines, Transportation, Time factors} }
@unknown{unknown, year = {2019}, DOI = {10.1109/TSC.2019.2925614}, keywords = {Quality of service, Task analysis, Throughput, Reliability, Pipelines, Transportation, Time factors}, journal = {IEEE Transactions on Services Computing}, doi = {10.1109/TSC.2019.2925614}, title = {Fast Multi-Criteria Service Selection for Multi- User Composite Applications}, keyword = {Quality of service, Task analysis, Throughput, Reliability, Pipelines, Transportation, Time factors} }

Časopis indeksira:


  • Current Contents Connect (CCC)
  • Web of Science Core Collection (WoSCC)
    • Science Citation Index Expanded (SCI-EXP)
    • SCI-EXP, SSCI i/ili A&HCI
  • Scopus


Citati:





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