Pretražite po imenu i prezimenu autora, mentora, urednika, prevoditelja

Napredna pretraga

Pregled bibliografske jedinice broj: 514635

Job Status Prediction – Catch Them Before They Fail


Grudenić, Igor; Bogunović, NIkola
Job Status Prediction – Catch Them Before They Fail // Lecture Notes in Computer Science, 6646 (2011), 3-12 doi:10.1007/978-3-642-20754-9_2 (međunarodna recenzija, članak, znanstveni)


CROSBI ID: 514635 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Job Status Prediction – Catch Them Before They Fail

Autori
Grudenić, Igor ; Bogunović, NIkola

Izvornik
Lecture Notes in Computer Science (0302-9743) 6646 (2011); 3-12

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Computer cluster; Job Status Prediction; Bayesian Classifier

Sažetak
Jobs in a computer cluster have several exit statuses caused by application properties, user and scheduler behavior. In this paper we analyze importance of job statuses and potential use of their prediction prior to job execution. Method for prediction of failed jobs based on Bayesian classifier is proposed and accuracy of the method is analyzed on several workloads. This method is integrated to the EASY algorithm adapted to prioritize jobs that are likely to fail. System performance for both failed jobs and the entire workload is analyzed.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekti:
036-0362980-1921 - Računalne okoline za sveprisutne raspodijeljene sustave (Srbljić, Siniša, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Igor Grudenić (autor)

Avatar Url Nikola Bogunović (autor)

Citiraj ovu publikaciju

Grudenić, Igor; Bogunović, NIkola
Job Status Prediction – Catch Them Before They Fail // Lecture Notes in Computer Science, 6646 (2011), 3-12 doi:10.1007/978-3-642-20754-9_2 (međunarodna recenzija, članak, znanstveni)
Grudenić, I. & Bogunović, N. (2011) Job Status Prediction – Catch Them Before They Fail. Lecture Notes in Computer Science, 6646, 3-12 doi:10.1007/978-3-642-20754-9_2.
@article{article, year = {2011}, pages = {3-12}, DOI = {10.1007/978-3-642-20754-9\_2}, keywords = {Computer cluster, Job Status Prediction, Bayesian Classifier}, journal = {Lecture Notes in Computer Science}, doi = {10.1007/978-3-642-20754-9\_2}, volume = {6646}, issn = {0302-9743}, title = {Job Status Prediction – Catch Them Before They Fail}, keyword = {Computer cluster, Job Status Prediction, Bayesian Classifier} }
@article{article, year = {2011}, pages = {3-12}, DOI = {10.1007/978-3-642-20754-9\_2}, keywords = {Computer cluster, Job Status Prediction, Bayesian Classifier}, journal = {Lecture Notes in Computer Science}, doi = {10.1007/978-3-642-20754-9\_2}, volume = {6646}, issn = {0302-9743}, title = {Job Status Prediction – Catch Them Before They Fail}, keyword = {Computer cluster, Job Status Prediction, Bayesian Classifier} }

Časopis indeksira:


  • Scopus


Uključenost u ostale bibliografske baze podataka:


  • springerlink


Citati





    Contrast
    Increase Font
    Decrease Font
    Dyslexic Font