Constraint programming approaches to joint routing and scheduling in time-sensitive networks
Identifikátory výsledku
Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F21%3A00350710" target="_blank" >RIV/68407700:21730/21:00350710 - isvavai.cz</a>
Výsledek na webu
<a href="https://doi.org/10.1016/j.cie.2021.107317" target="_blank" >https://doi.org/10.1016/j.cie.2021.107317</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.cie.2021.107317" target="_blank" >10.1016/j.cie.2021.107317</a>
Alternativní jazyky
Jazyk výsledku
angličtina
Název v původním jazyce
Constraint programming approaches to joint routing and scheduling in time-sensitive networks
Popis výsledku v původním jazyce
The deterministic behavior of real-time communication networks is achieved by time-triggered periodic schedules for critical data traffic. Calculating such a schedule requires satisfying a lot of constraints, which in practice may be difficult due to the increasing number of data flows in the network. In the current approaches, the routes of flows are usually given or determined separately from the scheduling process. If the routes of flows can be computed jointly with scheduling, more flows could be scheduled since the algorithm chooses among alternative paths. This paper formalizes the problem of joint routing and scheduling of time-triggered periodic communication in Time-Sensitive Networks, guaranteeing the required deterministic nature of the communication, and proposes two models in Constraint Programming formalism. We further apply the Logic-Based Benders Decomposition on the proposed models and give an extensive experimental evaluation of our solutions showing that our novel approach that models waiting of frames in queues along with the Logic-Based Benders Decomposition exhibits the best performance and significantly increases the schedulability over the state-of-the-art methods.
Název v anglickém jazyce
Constraint programming approaches to joint routing and scheduling in time-sensitive networks
Popis výsledku anglicky
The deterministic behavior of real-time communication networks is achieved by time-triggered periodic schedules for critical data traffic. Calculating such a schedule requires satisfying a lot of constraints, which in practice may be difficult due to the increasing number of data flows in the network. In the current approaches, the routes of flows are usually given or determined separately from the scheduling process. If the routes of flows can be computed jointly with scheduling, more flows could be scheduled since the algorithm chooses among alternative paths. This paper formalizes the problem of joint routing and scheduling of time-triggered periodic communication in Time-Sensitive Networks, guaranteeing the required deterministic nature of the communication, and proposes two models in Constraint Programming formalism. We further apply the Logic-Based Benders Decomposition on the proposed models and give an extensive experimental evaluation of our solutions showing that our novel approach that models waiting of frames in queues along with the Logic-Based Benders Decomposition exhibits the best performance and significantly increases the schedulability over the state-of-the-art methods.
Klasifikace
Druh
J<sub>imp</sub> - Článek v periodiku v databázi Web of Science
CEP obor
—
OECD FORD obor
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Návaznosti výsledku
Projekt
<a href="/cs/project/EF15_003%2F0000466" target="_blank" >EF15_003/0000466: Umělá inteligence a uvažování</a><br>
Návaznosti
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Ostatní
Rok uplatnění
2021
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Údaje specifické pro druh výsledku
Název periodika
Computers & Industrial Engineering
ISSN
0360-8352
e-ISSN
1879-0550
Svazek periodika
157
Číslo periodika v rámci svazku
September
Stát vydavatele periodika
GB - Spojené království Velké Británie a Severního Irska
Počet stran výsledku
14
Strana od-do
—
Kód UT WoS článku
000659146800057
EID výsledku v databázi Scopus
2-s2.0-85105579224