Asymptotic scheduling for many task computing in big data platforms

A Sfrent, F Pop - Information Sciences, 2015 - Elsevier
Due to the advancement of technology the datasets that are being processed nowadays in
modern computer clusters extend beyond the petabyte scale–the 4 detectors of the Large …

A survey of desktop grid scheduling

E Ivashko, I Chernov, N Nikitina - IEEE Transactions on Parallel …, 2018 - ieeexplore.ieee.org
The paper surveys the state of the art of task scheduling in Desktop Grid computing systems.
We describe the general architecture of a Desktop Grid system and the computing model …

Fair scheduling of bag-of-tasks applications on large-scale platforms

J Celaya, U Arronategui - Future Generation Computer Systems, 2015 - Elsevier
Users of distributed computing platforms want to obtain a fair share of the resources they
use. With respect to the amount of computation, the most suitable measure of fairness is the …

Multi-criteria and satisfaction oriented scheduling for hybrid distributed computing infrastructures

M Moca, C Litan, GC Silaghi, G Fedak - Future Generation Computer …, 2016 - Elsevier
Assembling and simultaneously using different types of distributed computing infrastructures
(DCI) like Grids and Clouds is an increasingly common situation. Because infrastructures …

High performance numerical computing for high energy physics: a new challenge for big data science

F Pop - Advances in High Energy Physics, 2014 - Wiley Online Library
Modern physics is based on both theoretical analysis and experimental validation. Complex
scenarios like subatomic dimensions, high energy, and lower absolute temperature are …

Task scheduling in desktop grids: open problems

I Chernov, N Nikitina, E Ivashko - Open Engineering, 2017 - degruyter.com
We survey the areas of Desktop Grid task scheduling that seem to be insufficiently studied
so far and are promising for efficiency, reliability, and quality of Desktop Grid computing …

Reliable and efficient hierarchical organization model for computational grid

AM Abdullah, HA Ali, AY Haikal - Journal of Parallel and Distributed …, 2017 - Elsevier
Although the hierarchical model appears to be an effective solution to organize the resource
managements in grid systems which have more stringent demand for both scalability and …

The Art of Scheduling for Big Data Science.

F Pop, V Cristea - 2015 - api.taylorfrancis.com
ABSTRACT Many applications generate Big Data, like social networking and social
influence programs, cloud applications, public websites, scienti c experiments and …

Load balancing consideration of both transmission and process responding time for multi-task assignment

YF Wen, CL Chang - … Journal of Space-Based and Situated …, 2014 - inderscienceonline.com
The existing load balancing research mainly the unilateral fairness of the transmission
network or only stand for the processing host to handle fairness issue. This work addresses …

h-Fair: asymptotic scheduling of heavy workloads in heterogeneous data centers

AV Postoaca, F Pop, R Prodan - 2018 18th IEEE/ACM …, 2018 - ieeexplore.ieee.org
Large scale computing solutions are increasingly used in the context of Big Data platforms,
where efficient scheduling algorithms play an important role in providing optimized cluster …