A brief survey on big data: technologies, terminologies and data-intensive applications

HB Abdalla - Journal of Big Data, 2022 - Springer
The technical advancements and the availability of massive amounts of data on the Internet
draw huge attention from researchers in the areas of decision-making, data sciences …

[HTML][HTML] A survey of domains in workflow scheduling in computing infrastructures: Community and keyword analysis, emerging trends, and taxonomies

L Versluis, A Iosup - Future generation computer systems, 2021 - Elsevier
Workflows are prevalent in today's computing infrastructures as they support many domains.
Different Quality of Service (QoS) requirements of both users and providers makes workflow …

Nonlinear approximation of characteristics of a fork–join queueing system with Pareto service as a model of parallel structure of data processing

AV Gorbunova, AV Lebedev - Mathematics and Computers in Simulation, 2023 - Elsevier
A fork–join system with Pareto service time distribution is considered as a model of a parallel
structure of data processing. For an approximation of the mean response time of the system …

Investigation of the Fork–Join System with Markovian Arrival Process Arrivals and Phase-Type Service Time Distribution Using Machine Learning Methods

VM Vishnevsky, VI Klimenok, AM Sokolov, AA Larionov - Mathematics, 2024 - mdpi.com
This paper presents a study of fork–join systems. The fork–join system breaks down each
customer into numerous tasks and processes them on separate servers. Once all tasks are …

Copulas and Quantiles in Fork-Join Queueing Systems

AV Gorbunova, AV Lebedev - Advances in Systems Science and …, 2024 - ijassa.ipu.ru
The article considers a classic fork-join queueing system with a Poisson input flow and
exponential service times on homogeneous servers. When entering the system, tasks are …

ForkMV: Mean-and-variance estimation of fork-join queuing networks for datacenter applications

P Enganti, T Rosenkrantz, L Sun… - … and Storage (NAS), 2022 - ieeexplore.ieee.org
The Fork-Join structure underlays many distributed computing applications in data centers.
In this paper, we develop a technique, called ForkMV, to estimate the mean and variance of …

Analysis of Fork-Join Scheduling on Heterogeneous Parallel Servers

M Mohanty, G Gautam, V Aggarwal… - IEEE/ACM Transactions …, 2024 - ieeexplore.ieee.org
This paper investigates the fork-join scheduling scheme on a system of n parallel servers
comprising both slow and fast servers. Tasks arriving in the system are divided into k sub …

Correlations of the Sojourn Times of Subtasks in Fork-Join Queueing Systems with M| M| 1-type Subsystems

AV Gorbunova, AV Lebedev - Advances in Systems Science and …, 2024 - ijassa.ipu.ru
The article analyzes the relationship between the residence times of subtasks in the fork-join
subsystems of the queuing system. When arriving the fork-join system, the task is divided …

Graph3PO: A Temporal Graph Data Processing Method for Latency QoS Guarantee in Object Cloud Storage System

W Zhang, Z Shi, Z Liao, Y Li, Y Du, Y Wu… - Proceedings of the …, 2023 - dl.acm.org
Object cloud storage systems are deployed with diverse applications that have varying
latency service level objectives (SLOs), posting challenges for supporting quality of service …

On estimating the characteristics of a fork-join queueing system with Poisson input and exponential service times

A Gorbunova, A Lebedev - Advances in Systems Science and …, 2023 - ijassa.ipu.ru
The paper studies the classical fork-join queueing system with M| M| 1 subsystems. The
analysis of this system is still relevant due to the lack of exact solutions for assessing its …