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- review-articleAugust 2024
A survey on the cold start latency approaches in serverless computing: an optimization-based perspective
AbstractServerless computing is one of the latest technologies that has received much attention from researchers and companies in recent years since it provides dynamic scalability and a clear economic model. Serverless computing enables users to pay only ...
- research-articleJuly 2024
Priority-based DAG task offloading and secondary resource allocation in IoT edge computing environments
AbstractWith the development of IoT, the concept of intelligent services has gradually come to the fore. Intelligent services usually involve a large number of computation intensive tasks with data dependencies that are often modelled as directed acyclic ...
- research-articleJuly 2024
Analysis of strategies for scalable transaction creation in blockchains
AbstractThe growing popularity of blockchains highlights the need to improve their scalability. While previous research has focused on scaling transaction processing, the scalability of transaction creation remains unexplored. This issue is particularly ...
- research-articleApril 2024
Qos-based web service selection using time-aware collaborative filtering: a literature review
AbstractThe proliferation of available Web services presents a big challenge in selecting suitable services. Various methods have been devised to predict Quality of Service (QoS) values, aiming to address the service selection problem. However, these ...
- research-articleFebruary 2024
Solving the SAT problem with the string multiset rewriting calculus
AbstractIn this paper, we develop computing machinery within the framework of the String Multiset Rewriting calculus (SMSR), as defined by Barbuti et al. [4], to solve the SAT problem in linear time regarding the number of variables of a given conjunctive ...
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- research-articleSeptember 2023
Soundness-preserving composition of synchronously and asynchronously interacting workflow net components
Journal of Parallel and Distributed Computing (JPDC), Volume 179, Issue Chttps://doi.org/10.1016/j.jpdc.2023.04.005AbstractIn this paper, we propose a compositional approach to constructing correct formal models of information systems from correct models of interacting components. Component behavior is represented using workflow nets — a class of Petri ...
Highlights- Formal definition and properties of a composition of interacting workflow nets.
- research-articleMay 2023
A GSPN-based formalism under infinite-server semantics for reconfigurable WANETs
AbstractReconfigurable wireless ad hoc networks (R-WANETs) constitute a well-known paradigm of networks that change their structure to fulfill dynamic requirements and/or respond to their volatile environments. Several formalisms have been exploited and ...
- research-articleMay 2023
Using model checking to formally verify rendezvous algorithms for robots with lights in Euclidean space
Robotics and Autonomous Systems (ROAS), Volume 163, Issue Chttps://doi.org/10.1016/j.robot.2023.104378AbstractThe paper details the first successful attempt at using model checking techniques to verify the correctness of distributed algorithms for robots evolving in a continuous environment. The study focuses on the problem of rendezvous of two robots ...
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Highlights- We describe a model to verify mobile robot gathering algorithms that evolve in a Euclidean continuous space.
- We show that positive results obtained for the model extend to the initial system model.
- We model check all known mobile ...
- research-articleFebruary 2023
- research-articleFebruary 2023
Task assignment strategy in LEO-muti-access edge computing based on matching game
AbstractAs mobile users gradually become the main force to enjoy network services, the demand for ubiquitous computing services accelerates the development of multi-access edge computing (MEC). To meet the business needs of any time and anywhere ...
- research-articleJanuary 2023
Benchmarking edge computing devices for grape bunches and trunks detection using accelerated object detection single shot multibox deep learning models
Engineering Applications of Artificial Intelligence (EAAI), Volume 117, Issue PAhttps://doi.org/10.1016/j.engappai.2022.105604Abstract Purpose:Visual perception enables robots to perceive the environment. Visual data is processed using computer vision algorithms that are usually time-expensive and require powerful devices to process the visual data in real-...
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Highlights- RetinaNet ResNet50 and SSD ResNet50 can be successfully executed in embedded GPUs, TPUs, and FPGAs.
- research-articleDecember 2022
Performance evaluation of multi-exaflops machines using Equality network topology
The Journal of Supercomputing (JSCO), Volume 79, Issue 8Pages 8729–8753https://doi.org/10.1007/s11227-022-05005-1AbstractIn modern computing architectures, graph theory is the soul of the play due to the rising core counts. It is indispensable to keep finding a better way to connect the cores. A novel chordal-ring interconnect topology system, Equality, is revisited ...
- research-articleDecember 2022
Stochastic model-driven capacity planning framework for multi-access edge computing
AbstractMulti-access edge computing (MEC) offers cloud computing capabilities and IT services situated at the Radio Access Network (RAN) in the mobile users’ proximity. Applications could offload their computation-intensive tasks to the MEC servers. ...
- research-articleOctober 2022
- research-articleJuly 2022
A tutorial on the formal framework for spiking neural P systems
Natural Computing: an international journal (NATC), Volume 22, Issue 1Pages 181–194https://doi.org/10.1007/s11047-022-09896-0AbstractThe model of Spiking Neural P systems (SNP systems) is a widespread computational model in the area of membrane computing. It has numerous applications, especially related to machine learning. Most of these applications require a custom variant of ...
- research-articleApril 2022
P colonies with agent division
Information Sciences: an International Journal (ISCI), Volume 589, Issue CPages 162–169https://doi.org/10.1016/j.ins.2021.12.094Highlights- P colonies are a simple multi-agent bio-inspired computing model.
- Enrichment ...
P colonies, a variant of membrane (P) systems, are simple cell-inspired multi-agent systems without an inner structure of agents. The agents consist of a single membrane with a fixed number of atomic objects inside. Yet, they have ...
- research-articleFebruary 2022
Combining Range-Suffrage and Sort-Mid Algorithms for Improving Grid Scheduling
The Journal of Supercomputing (JSCO), Volume 78, Issue 2Pages 3072–3090https://doi.org/10.1007/s11227-021-03984-1AbstractGrid scheduling is one of the most known NP-complete problems. Heterogeneity of machines causes mapping of tasks to be a challenging problem. Several meta-heuristic algorithms have been designed to reach optimality as possible. Sort-Mid is a ...
- research-articleFebruary 2022
Dynamic energy-efficient scheduling for streaming applications in storm
AbstractWith the rapid development of information technology, the data generated by the Internet has exploded in recent years. The proliferation of data has brought about a huge increase in the energy consumption for data processing especially in real-...
- research-articleJanuary 2022
An incremental approach for detecting distributed deadlocks in the generalized model
AbstractA new algorithm has been presented to detect and resolve generalized deadlock in distributed systems. In this algorithm, the initiator incrementally constructs the Local Wait-For Graph (LWFG) by propagating the probes along the edges of the Wait-...
- research-articleAugust 2021
Model-based evaluation of the power versus performance of network routing algorithms
AbstractIn order to optimize traffic flows and power consumption of network components, various green routing algorithms and protocols have been proposed. These algorithms and protocols apply different techniques to attain their own goals. One of the most ...