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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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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 …
analysis of this system is still relevant due to the lack of exact solutions for assessing its …