skip to content
Covid-19 virus
COVID-19 Resources

Reliable information about the coronavirus (COVID-19) is available from the World Health Organization (current situation, international travel). Numerous and frequently-updated resource results are available from this WorldCat.org search. OCLC’s WebJunction has pulled together information and resources to assist library staff as they consider how to handle coronavirus issues in their communities.

Image provided by: CDC/ Alissa Eckert, MS; Dan Higgins, MAM
Cross-layer self-diagnosis for services over programmable networks Preview this item
ClosePreview this item
Checking...

Cross-layer self-diagnosis for services over programmable networks

Author: José Manuel Sánchez Vílchez; Noël Crespi; Institut national des télécommunications (Evry).; École doctorale Informatique, télécommunications et électronique de Paris.; Université Pierre et Marie Curie (Paris / 1971-2017).
Publisher: 2016.
Dissertation: Thèse de doctorat : Systèmes informatiques : Evry, Institut national des télécommunications : 2016.
Edition/Format:   Computer file : Document : Thesis/dissertation : English
Summary:
Les réseaux actuels servent millions de clients mobiles et ils se caractérisent par équipement hétérogène et protocoles de transport et de gestion hétérogènes, et des outils de gestion verticaux, qui sont très difficiles à intégrer dans leur infrastructure. La gestion de pannes est loin d'être automatisée et intelligent, ou un 40 % des alarmes sont redondantes et seulement un 1 ou 2% des alarmes sont
Rating:

(not yet rated) 0 with reviews - Be the first.

Subjects
More like this

Find a copy online

Links to this item

Find a copy in the library

&AllPage.SpinnerRetrieving; Finding libraries that hold this item...

Details

Genre/Form: Thèses et écrits académiques
Material Type: Document, Thesis/dissertation, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: José Manuel Sánchez Vílchez; Noël Crespi; Institut national des télécommunications (Evry).; École doctorale Informatique, télécommunications et électronique de Paris.; Université Pierre et Marie Curie (Paris / 1971-2017).
OCLC Number: 961230471
Notes: Titre provenant de l'écran-titre.
Description: 1 online resource
Responsibility: José Manuel Sánchez Vílchez ; sous la direction de Noël Crespi.

Abstract:

Les réseaux actuels servent millions de clients mobiles et ils se caractérisent par équipement hétérogène et protocoles de transport et de gestion hétérogènes, et des outils de gestion verticaux, qui sont très difficiles à intégrer dans leur infrastructure. La gestion de pannes est loin d'être automatisée et intelligent, ou un 40 % des alarmes sont redondantes et seulement un 1 ou 2% des alarmes sont corrélées au plus dans un centre opérationnel. Ça indique qu'il y a un débordement significatif des alarmes vers les adminis-trateurs humains, a comme conséquence un haut OPEX vue la nécessité d'embaucher de personnel expert pour accomplir les tâches de gestion de pannes. Comme conclusion, le niveau actuel d'automatisation dans les tâches de gestion de pannes dans réseaux télécoms n'est pas adéquat du tout pour adresser les réseaux programmables, lesquels promettent la programmation des ressources et la flexibilité afin de réduire le time-to-market des nouveaux services. L'automatisation de la gestion des pannes devient de plus en plus nécessaire avec l'arrivée des réseaux programmables, SDN (Software-Defined Networking), NFV (Network Functions Virtualization) et le Cloud. En effet, ces paradigmes accélèrent la convergence entre les domaines des réseaux et la IT, laquelle accélère de plus en plus la transformation des réseaux télécoms actuels en menant à repenser les opérations de gestion de réseau et des services, en particulier les opérations de gestion de fautes. Cette thèse envisage l'application des principes d'autoréparation en infrastructures basées sur SDN et NFV, en focalisant sur l'autodiagnostic comme facilitateur principal des principes d'autoréparation. Le coeur de cette thèse c'est la conception d'une approche de diagnostic qui soit capable de diagnostiquer de manière continuée les services dynamiques virtualisés et leurs dépendances des ressources virtuels (VNFs et liens virtuels) mais aussi les dépendances de ceux ressources virtuels de la infrastructure physique en-dessous, en prenant en compte la mobilité, la dynamicite, le partage de ressources à l'infrastructure en-dessous.

Current networks serve billions of mobile customer devices. They encompass heterogeneous equipment, transport and manage-ment protocols, and vertical management tools, which are very difficult and costly to integrate. Fault management operations are far from being automated and intelligent, where around 40% of alarms are redundant only around 1-2% of alarms are correlated at most in a medium-size operational center. This indicates that there is a significant alarm overflow for human administrators, which inherently derives in high OPEX due to the increasingly need to employ high-skilled people to perform fault management tasks. In conclusion, the current level of automation in fault management tasks in Telcos networks is not at all adequate for programmable networks, which promise a high degree of programmability and flexibility to reduce the time-to-market. Automation on fault management is more necessary with the advent of programmable networks, led by with SDN (Software-Defined Networking), NFV (Network Functions Virtualization) and the Cloud. Indeed, the arise of those paradigms accelerates the convergence between networks and IT realms, which as consequence, is accelerating faster and faster the transformation of cur-rent networks leading to rethink network and service management and operations, in particular fault management operations. This thesis envisages the application of self-healing principles in SDN and NFV combined infrastructures, by focusing on self-diagnosis tasks as main enabler of self-healing. The core of thesis is to devise a self-diagnosis approach able to diagnose at run-time the dynamic virtualized networking services and their dependencies from the virtualized resources (VNFs and virtual links) but also the dependencies of those virtualized resources from the underlying network infrastructure, taking into account the mobility, dynamicity, and sharing of resources in the underlying infrastructure.

Reviews

User-contributed reviews
Retrieving GoodReads reviews...
Retrieving DOGObooks reviews...

Tags

Be the first.
Confirm this request

You may have already requested this item. Please select Ok if you would like to proceed with this request anyway.

Linked Data


\n\n

Primary Entity<\/h3>\n
<http:\/\/www.worldcat.org\/oclc\/961230471<\/a>> # Cross-layer self-diagnosis for services over programmable networks<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:MediaObject<\/a>, bgn:Thesis<\/a>, schema:CreativeWork<\/a>, bgn:ComputerFile<\/a> ;\u00A0\u00A0\u00A0\nbgn:inSupportOf<\/a> \"Th\u00E8se de doctorat : Syst\u00E8mes informatiques : Evry, Institut national des t\u00E9l\u00E9communications : 2016.<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:oclcnum<\/a> \"961230471<\/span>\" ;\u00A0\u00A0\u00A0\nlibrary:placeOfPublication<\/a> <http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>> ;\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/reseaux_bayesiens<\/a>> ; # R\u00E9seaux bay\u00E9siens<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/architecture_des_reseaux_d_ordinateurs<\/a>> ; # Architecture des r\u00E9seaux d\'ordinateurs<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/gestion_de_pannes<\/a>> ; # Gestion de pannes<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/auto_diagnostic<\/a>> ; # Auto-diagnostic<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/auto_modelisation<\/a>> ; # Auto-mod\u00E9lisation<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/autonomique<\/a>> ; # Autonomique<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/tolerance_aux_fautes_informatique<\/a>> ; # Tol\u00E9rance aux fautes (informatique)<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/reseaux_programmables<\/a>> ; # R\u00E9seaux programmables<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/ingenierie_des_systemes<\/a>> ; # Ing\u00E9nierie des syst\u00E8mes<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/systemes_d_auto_reparation<\/a>> ; # Syst\u00E8mes d\'auto r\u00E9paration<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/nfv<\/a>> ; # NFV<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/correlation_d_alarmes<\/a>> ; # Corr\u00E9lation d\'alarmes<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/isolation_d_erreurs<\/a>> ; # Isolation d\'erreurs<\/span>\n\u00A0\u00A0\u00A0\nschema:about<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/sdn<\/a>> ; # SDN<\/span>\n\u00A0\u00A0\u00A0\nschema:author<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Person\/sanchez_vilchez_jose_manuel_1984<\/a>> ; # Jos\u00E9 Manuel S\u00E1nchez V\u00EDlchez<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/ecole_doctorale_informatique_telecommunications_et_electronique_de_paris<\/a>> ; # \u00C9cole doctorale Informatique, t\u00E9l\u00E9communications et \u00E9lectronique de Paris.<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/institut_national_des_telecommunications_evry<\/a>> ; # Institut national des t\u00E9l\u00E9communications (Evry).<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Person\/crespi_noel_1968<\/a>> ; # No\u00EBl Crespi<\/span>\n\u00A0\u00A0\u00A0\nschema:contributor<\/a> <http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/universite_pierre_et_marie_curie_paris_1971_2017<\/a>> ; # Universit\u00E9 Pierre et Marie Curie (Paris \/ 1971-2017).<\/span>\n\u00A0\u00A0\u00A0\nschema:datePublished<\/a> \"2016<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Les r\u00E9seaux actuels servent millions de clients mobiles et ils se caract\u00E9risent par \u00E9quipement h\u00E9t\u00E9rog\u00E8ne et protocoles de transport et de gestion h\u00E9t\u00E9rog\u00E8nes, et des outils de gestion verticaux, qui sont tr\u00E8s difficiles \u00E0 int\u00E9grer dans leur infrastructure. La gestion de pannes est loin d\'\u00EAtre automatis\u00E9e et intelligent, ou un 40 % des alarmes sont redondantes et seulement un 1 ou 2% des alarmes sont corr\u00E9l\u00E9es au plus dans un centre op\u00E9rationnel. \u00C7a indique qu\'il y a un d\u00E9bordement significatif des alarmes vers les adminis-trateurs humains, a comme cons\u00E9quence un haut OPEX vue la n\u00E9cessit\u00E9 d\'embaucher de personnel expert pour accomplir les t\u00E2ches de gestion de pannes. Comme conclusion, le niveau actuel d\'automatisation dans les t\u00E2ches de gestion de pannes dans r\u00E9seaux t\u00E9l\u00E9coms n\'est pas ad\u00E9quat du tout pour adresser les r\u00E9seaux programmables, lesquels promettent la programmation des ressources et la flexibilit\u00E9 afin de r\u00E9duire le time-to-market des nouveaux services. L\'automatisation de la gestion des pannes devient de plus en plus n\u00E9cessaire avec l\'arriv\u00E9e des r\u00E9seaux programmables, SDN (Software-Defined Networking), NFV (Network Functions Virtualization) et le Cloud. En effet, ces paradigmes acc\u00E9l\u00E8rent la convergence entre les domaines des r\u00E9seaux et la IT, laquelle acc\u00E9l\u00E8re de plus en plus la transformation des r\u00E9seaux t\u00E9l\u00E9coms actuels en menant \u00E0 repenser les op\u00E9rations de gestion de r\u00E9seau et des services, en particulier les op\u00E9rations de gestion de fautes. Cette th\u00E8se envisage l\'application des principes d\'autor\u00E9paration en infrastructures bas\u00E9es sur SDN et NFV, en focalisant sur l\'autodiagnostic comme facilitateur principal des principes d\'autor\u00E9paration. Le coeur de cette th\u00E8se c\'est la conception d\'une approche de diagnostic qui soit capable de diagnostiquer de mani\u00E8re continu\u00E9e les services dynamiques virtualis\u00E9s et leurs d\u00E9pendances des ressources virtuels (VNFs et liens virtuels) mais aussi les d\u00E9pendances de ceux ressources virtuels de la infrastructure physique en-dessous, en prenant en compte la mobilit\u00E9, la dynamicite, le partage de ressources \u00E0 l\'infrastructure en-dessous.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:description<\/a> \"Current networks serve billions of mobile customer devices. They encompass heterogeneous equipment, transport and manage-ment protocols, and vertical management tools, which are very difficult and costly to integrate. Fault management operations are far from being automated and intelligent, where around 40% of alarms are redundant only around 1-2% of alarms are correlated at most in a medium-size operational center. This indicates that there is a significant alarm overflow for human administrators, which inherently derives in high OPEX due to the increasingly need to employ high-skilled people to perform fault management tasks. In conclusion, the current level of automation in fault management tasks in Telcos networks is not at all adequate for programmable networks, which promise a high degree of programmability and flexibility to reduce the time-to-market. Automation on fault management is more necessary with the advent of programmable networks, led by with SDN (Software-Defined Networking), NFV (Network Functions Virtualization) and the Cloud. Indeed, the arise of those paradigms accelerates the convergence between networks and IT realms, which as consequence, is accelerating faster and faster the transformation of cur-rent networks leading to rethink network and service management and operations, in particular fault management operations. This thesis envisages the application of self-healing principles in SDN and NFV combined infrastructures, by focusing on self-diagnosis tasks as main enabler of self-healing. The core of thesis is to devise a self-diagnosis approach able to diagnose at run-time the dynamic virtualized networking services and their dependencies from the virtualized resources (VNFs and virtual links) but also the dependencies of those virtualized resources from the underlying network infrastructure, taking into account the mobility, dynamicity, and sharing of resources in the underlying infrastructure.<\/span>\" ;\u00A0\u00A0\u00A0\nschema:exampleOfWork<\/a> <http:\/\/worldcat.org\/entity\/work\/id\/3922351071<\/a>> ;\u00A0\u00A0\u00A0\nschema:genre<\/a> \"Th\u00E8ses et \u00E9crits acad\u00E9miques<\/span>\" ;\u00A0\u00A0\u00A0\nschema:inLanguage<\/a> \"en<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Cross-layer self-diagnosis for services over programmable networks<\/span>\" ;\u00A0\u00A0\u00A0\nschema:productID<\/a> \"961230471<\/span>\" ;\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/www.theses.fr\/2016TELE0012\/document<\/a>> ;\u00A0\u00A0\u00A0\nschema:url<\/a> <https:\/\/tel.archives-ouvertes.fr\/tel-01885497<\/a>> ;\u00A0\u00A0\u00A0\nschema:url<\/a> <http:\/\/www.theses.fr\/2016TELE0012\/abes<\/a>> ;\u00A0\u00A0\u00A0\nwdrs:describedby<\/a> <http:\/\/www.worldcat.org\/title\/-\/oclc\/961230471<\/a>> ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n\n

Related Entities<\/h3>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/ecole_doctorale_informatique_telecommunications_et_electronique_de_paris<\/a>> # \u00C9cole doctorale Informatique, t\u00E9l\u00E9communications et \u00E9lectronique de Paris.<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"\u00C9cole doctorale Informatique, t\u00E9l\u00E9communications et \u00E9lectronique de Paris.<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/institut_national_des_telecommunications_evry<\/a>> # Institut national des t\u00E9l\u00E9communications (Evry).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Institut national des t\u00E9l\u00E9communications (Evry).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Organization\/universite_pierre_et_marie_curie_paris_1971_2017<\/a>> # Universit\u00E9 Pierre et Marie Curie (Paris \/ 1971-2017).<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Organization<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Universit\u00E9 Pierre et Marie Curie (Paris \/ 1971-2017).<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Person\/crespi_noel_1968<\/a>> # No\u00EBl Crespi<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1968<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"Crespi<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"No\u00EBl<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"No\u00EBl Crespi<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Person\/sanchez_vilchez_jose_manuel_1984<\/a>> # Jos\u00E9 Manuel S\u00E1nchez V\u00EDlchez<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Person<\/a> ;\u00A0\u00A0\u00A0\nschema:birthDate<\/a> \"1984<\/span>\" ;\u00A0\u00A0\u00A0\nschema:deathDate<\/a> \"\" ;\u00A0\u00A0\u00A0\nschema:familyName<\/a> \"S\u00E1nchez V\u00EDlchez<\/span>\" ;\u00A0\u00A0\u00A0\nschema:givenName<\/a> \"Jos\u00E9 Manuel<\/span>\" ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Jos\u00E9 Manuel S\u00E1nchez V\u00EDlchez<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/auto_diagnostic<\/a>> # Auto-diagnostic<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Auto-diagnostic<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/auto_modelisation<\/a>> # Auto-mod\u00E9lisation<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Auto-mod\u00E9lisation<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/autonomique<\/a>> # Autonomique<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Autonomique<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/correlation_d_alarmes<\/a>> # Corr\u00E9lation d\'alarmes<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Corr\u00E9lation d\'alarmes<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/gestion_de_pannes<\/a>> # Gestion de pannes<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Gestion de pannes<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/isolation_d_erreurs<\/a>> # Isolation d\'erreurs<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Isolation d\'erreurs<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/nfv<\/a>> # NFV<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"NFV<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/reseaux_bayesiens<\/a>> # R\u00E9seaux bay\u00E9siens<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E9seaux bay\u00E9siens<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/reseaux_programmables<\/a>> # R\u00E9seaux programmables<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"R\u00E9seaux programmables<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/sdn<\/a>> # SDN<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"SDN<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Thing\/systemes_d_auto_reparation<\/a>> # Syst\u00E8mes d\'auto r\u00E9paration<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Thing<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Syst\u00E8mes d\'auto r\u00E9paration<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/architecture_des_reseaux_d_ordinateurs<\/a>> # Architecture des r\u00E9seaux d\'ordinateurs<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Architecture des r\u00E9seaux d\'ordinateurs<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/ingenierie_des_systemes<\/a>> # Ing\u00E9nierie des syst\u00E8mes<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Ing\u00E9nierie des syst\u00E8mes<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/experiment.worldcat.org\/entity\/work\/data\/3922351071#Topic\/tolerance_aux_fautes_informatique<\/a>> # Tol\u00E9rance aux fautes (informatique)<\/span>\n\u00A0\u00A0\u00A0\u00A0a \nschema:Intangible<\/a> ;\u00A0\u00A0\u00A0\nschema:name<\/a> \"Tol\u00E9rance aux fautes (informatique)<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/id.loc.gov\/vocabulary\/countries\/fr<\/a>>\u00A0\u00A0\u00A0\u00A0a \nschema:Place<\/a> ;\u00A0\u00A0\u00A0\ndcterms:identifier<\/a> \"fr<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n
<http:\/\/www.theses.fr\/2016TELE0012\/document<\/a>>\u00A0\u00A0\u00A0\nrdfs:comment<\/a> \"Acc\u00E8s au texte int\u00E9gral de la version partielle<\/span>\" ;\u00A0\u00A0\u00A0\u00A0.\n\n\n<\/div>\n