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| @article{mijumbi_network_2016, | |
| title = {Network function virtualization: {State}-of-the-art and research challenges}, | |
| volume = {18}, | |
| issn = {1553877X}, | |
| doi = {10.1109/COMST.2015.2477041}, | |
| number = {1}, | |
| journal = {IEEE Communications Surveys and Tutorials}, | |
| author = {Mijumbi, Rashid and Serrat, Joan and Gorricho, Juan Luis and Bouten, Niels and De Turck, Filip and Boutaba, Raouf}, | |
| year = {2016}, | |
| note = {arXiv: 1509.07675}, | |
| keywords = {Cloud computing, Future Internet, Network function virtualization, Software defined networking, Virtual network functions}, | |
| pages = {236--262}, | |
| } | |
| @article{kaur_comprehensive_2020, | |
| title = {A comprehensive survey of service function chain provisioning approaches in {SDN} and {NFV} architecture}, | |
| volume = {38}, | |
| issn = {15740137}, | |
| url = {https://linkinghub.elsevier.com/retrieve/pii/S1574013720303981}, | |
| doi = {10.1016/j.cosrev.2020.100298}, | |
| language = {en}, | |
| urldate = {2023-02-27}, | |
| journal = {Computer Science Review}, | |
| author = {Kaur, Karamjeet and Mangat, Veenu and Kumar, Krishan}, | |
| month = nov, | |
| year = {2020}, | |
| pages = {100298}, | |
| } | |
| @article{mostafavi_quality_2021, | |
| title = {Quality of service provisioning in network function virtualization: a survey}, | |
| volume = {103}, | |
| issn = {0010-485X, 1436-5057}, | |
| shorttitle = {Quality of service provisioning in network function virtualization}, | |
| url = {https://link.springer.com/10.1007/s00607-021-00925-x}, | |
| doi = {10.1007/s00607-021-00925-x}, | |
| abstract = {Network function virtualization (NFV) is a promising paradigm for network service provisioning which decouples the network functions from the physical infrastructure, allowing to deploy the virtualized network functions (VNF) as modular software components over commodity servers. In this architecture, service function chaining (SFC) creates an application-specific network overlay which determines the placement and ordering of network functions in a specific service delivery chain. The diverse choices for VNF placement over physical hardware, scheduling of VNF instances to run over the servers and design of optimal chaining mechanisms for traffic steering in the network have direct consequences on the quality-of-service (QoS) perceived by the network users. Previous surveys have focused on categorizing and evaluating various aspects of SFC, NFV and SDN. Due to the tight coupling of QoS provisioning with NFV problems, our work aims primarily at complementing the existing surveys in the sense that we review and classify the state-of-art research efforts in NFV design and implementation from the perspective of QoS provisioning. Our survey provides a closer look at the design space of QoS-related NFV solutions and sheds light on the open research topics in relevance with QoS-based SFC. We also present a case study to evaluate the performance of some recent VNF placement algorithms.}, | |
| language = {en}, | |
| number = {5}, | |
| urldate = {2022-11-26}, | |
| journal = {Computing}, | |
| author = {Mostafavi, Seyedakbar and Hakami, Vesal and Sanaei, Maryam}, | |
| month = may, | |
| year = {2021}, | |
| pages = {917--991}, | |
| file = {Mostafavi et al. - 2021 - Quality of service provisioning in network functio.pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/MIKD955Z/Mostafavi et al. - 2021 - Quality of service provisioning in network functio.pdf:application/pdf}, | |
| } | |
| @article{KAUR2020100298, | |
| title = {A comprehensive survey of service function chain provisioning approaches in SDN and NFV architecture}, | |
| journal = {Computer Science Review}, | |
| volume = {38}, | |
| pages = {100298}, | |
| year = {2020}, | |
| issn = {1574-0137}, | |
| doi = {https://doi.org/10.1016/j.cosrev.2020.100298}, | |
| url = {https://www.sciencedirect.com/science/article/pii/S1574013720303981}, | |
| author = {Karamjeet Kaur and Veenu Mangat and Krishan Kumar}, | |
| keywords = {Network Function Virtualization, Service Function Chaining, Service classifier, Virtual Network Function, Service Function Forwarder, Load balancing of VNFs, VNF placement, Availability}, | |
| } | |
| @Article{battisti-2022, | |
| AUTHOR = {Battisti, Anselmo Luiz Éden and Macedo, Evandro Luiz Cardoso and Josué, Marina Ivanov Pereira and Barbalho, Hugo and Delicato, Flávia C. and Muchaluat-Saade, Débora Christina and Pires, Paulo F. and Mattos, Douglas Paulo de and Oliveira, Ana Cristina Bernardo de}, | |
| TITLE = {A Novel Strategy for VNF Placement in Edge Computing Environments}, | |
| JOURNAL = {Future Internet}, | |
| VOLUME = {14}, | |
| YEAR = {2022}, | |
| NUMBER = {12}, | |
| ARTICLE-NUMBER = {361}, | |
| URL = {https://www.mdpi.com/1999-5903/14/12/361}, | |
| ISSN = {1999-5903}, | |
| ABSTRACT = {Network function virtualization (NFV) is a novel technology that virtualizes computing, network, and storage resources to decouple the network functions from the underlying hardware, thus allowing the software implementation of such functions to run on commodity hardware. By doing this, NFV provides the necessary flexibility to enable agile, cost-effective, and on-demand service delivery models combined with automated management. Different management and orchestration challenges arise in such virtualized and distributed environments. A major challenge in the selection of the most suitable edge nodes is that of deploying virtual network functions (VNFs) to meet requests from multiple users. This article addresses the VNF placement problem by providing a novel integer linear programming (ILP) optimization model and a novel VNF placement algorithm. In our definition, the multi-objective optimization problem aims to (i) minimize the energy consumption in the edge nodes; (ii) minimize the total latency; and (iii) reducing the total cost of the infrastructure. Our new solution formulates the VNF placement problem by taking these three objectives into account simultaneously. In addition, the novel VNF placement algorithm leverages VNF sharing, which reuses VNF instances already placed to potentially reduce computational resource usage. Such a feature is still little explored in the community. Through simulation, numerical results show that our approach can perform better than other approaches found in the literature regarding resource consumption and the number of SFC requests met.}, | |
| DOI = {10.3390/fi14120361} | |
| } | |
| @misc{Basili1992, | |
| author = {Basili, Victor R}, | |
| booktitle = {Quality}, | |
| doi = {10.1016/S0164-1212(99)00035-7}, | |
| issn = {01641212}, | |
| pages = {24}, | |
| pmid = {21435355}, | |
| title = {{Software modeling and measurement: the Goal/Question/Metric paradigm}}, | |
| year = {1992} | |
| } | |
| @article{bhamare_survey_2016, | |
| title = {A survey on service function chaining}, | |
| volume = {75}, | |
| issn = {10848045}, | |
| url = {https://linkinghub.elsevier.com/retrieve/pii/S1084804516301989}, | |
| doi = {10.1016/j.jnca.2016.09.001}, | |
| abstract = {Cloud computing is gaining significant attention and virtualized datacenters are becoming popular as a costeffective infrastructure. The network services are transitioning from a host-centric to a data-centric model moving the data and the computational resources closer to the end users. To meet the dynamic user demands, network operators have chosen to use elastic virtual resources to implement network services over static rigid physical model. With the advent of network function virtualization (NFV), network services instances are provisioned across multiple clouds for performance and load balancing purposes. Interconnection of these instances to form a complete end-to-end network service is complex, time consuming and expensive task. Service function chaining (SFC) is a mechanism that allows various service functions to be connected to each to form a service enabling carriers to benefit from virtualized software defined infrastructure. SFC is an enabler for NFV, providing a flexible and economical alternative to today’s static environment for Cloud Service providers (CSPs), Application Service Providers (ASPs) and Internet Service Providers (ISPs). This paper provides a closer look at the current SFC architecture and a survey of the recent developments in SFC including its relevance with NFV to help determine the future research directions and the standardization efforts of SFC. Finally, the paper discusses open research topics in relevance with the SFC architecture and demonstrates a need for an analytical model for the SFC architecture to achieve the optimal performance.}, | |
| language = {en}, | |
| urldate = {2023-01-21}, | |
| journal = {Journal of Network and Computer Applications}, | |
| author = {Bhamare, Deval and Jain, Raj and Samaka, Mohammed and Erbad, Aiman}, | |
| month = nov, | |
| year = {2016}, | |
| pages = {138--155}, | |
| file = {Bhamare et al. - 2016 - A survey on service function chaining.pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/49LG5ZPD/Bhamare et al. - 2016 - A survey on service function chaining.pdf:application/pdf}, | |
| } | |
| @article{halabian_distributed_2019, | |
| title = {Distributed {Resource} {Allocation} {Optimization} in {5G} {Virtualized} {Networks}}, | |
| volume = {37}, | |
| issn = {0733-8716, 1558-0008}, | |
| url = {https://ieeexplore.ieee.org/document/8635559/}, | |
| doi = {10.1109/JSAC.2019.2894305}, | |
| language = {en}, | |
| number = {3}, | |
| urldate = {2022-10-06}, | |
| journal = {IEEE Journal on Selected Areas in Communications}, | |
| author = {Halabian, Hassan}, | |
| month = mar, | |
| year = {2019}, | |
| pages = {627--642}, | |
| file = {Halabian - 2019 - Distributed Resource Allocation Optimization in 5G.pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/ADU96PP2/Halabian - 2019 - Distributed Resource Allocation Optimization in 5G.pdf:application/pdf}, | |
| } | |
| @inproceedings{kuo_deploying_2016, | |
| address = {San Francisco, CA, USA}, | |
| title = {Deploying chains of virtual network functions: {On} the relation between link and server usage}, | |
| isbn = {978-1-4673-9953-1}, | |
| shorttitle = {Deploying chains of virtual network functions}, | |
| url = {http://ieeexplore.ieee.org/document/7524565/}, | |
| doi = {10.1109/INFOCOM.2016.7524565}, | |
| language = {en}, | |
| urldate = {2022-11-17}, | |
| booktitle = {{IEEE} {INFOCOM} 2016 - {The} 35th {Annual} {IEEE} {International} {Conference} on {Computer} {Communications}}, | |
| publisher = {IEEE}, | |
| author = {Kuo, Tung-Wei and Liou, Bang-Heng and Lin, Kate Ching-Ju and Tsai, Ming-Jer}, | |
| month = apr, | |
| year = {2016}, | |
| pages = {1--9}, | |
| } | |
| @article{li_new_2017, | |
| title = {A new method for providing network services: {Service} function chain}, | |
| volume = {26}, | |
| issn = {15734277}, | |
| shorttitle = {A new method for providing network services}, | |
| url = {https://linkinghub.elsevier.com/retrieve/pii/S1573427715000764}, | |
| doi = {10.1016/j.osn.2015.09.005}, | |
| language = {en}, | |
| urldate = {2022-11-16}, | |
| journal = {Optical Switching and Networking}, | |
| author = {Li, Taixin and Zhou, Huachun and Luo, Hongbin}, | |
| month = nov, | |
| year = {2017}, | |
| pages = {60--68}, | |
| } | |
| @article{kaur_comprehensive_2020, | |
| title = {A comprehensive survey of service function chain provisioning approaches in {SDN} and {NFV} architecture}, | |
| volume = {38}, | |
| issn = {15740137}, | |
| url = {https://linkinghub.elsevier.com/retrieve/pii/S1574013720303981}, | |
| doi = {10.1016/j.cosrev.2020.100298}, | |
| language = {en}, | |
| urldate = {2022-11-16}, | |
| journal = {Computer Science Review}, | |
| author = {Kaur, Karamjeet and Mangat, Veenu and Kumar, Krishan}, | |
| month = nov, | |
| year = {2020}, | |
| pages = {100298}, | |
| } | |
| @article{Sarrigiannis2018, | |
| title = {Application and {Network} {VNF} migration in a {MEC}-enabled {5G} {Architecture}}, | |
| volume = {2018-Septe}, | |
| issn = {23784873}, | |
| doi = {10.1109/CAMAD.2018.8514943}, | |
| journal = {IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, CAMAD}, | |
| author = {Sarrigiannis, Ioannis and Kartsakli, Elli and Ramantas, Kostas and Antonopoulos, Angelos and Verikoukis, Christos}, | |
| year = {2018}, | |
| note = {Publisher: IEEE | |
| ISBN: 9781538661512}, | |
| keywords = {Cloud Computing, SDN, 5G, NFV, Network Slicing, Multi-access Edge Computing (MEC), Virtualization Technology}, | |
| pages = {1--6}, | |
| file = {PDF:/home/battisti/snap/zotero-snap/common/Zotero/storage/VMT2CNYE/a1dba67fff935b7e0304b12a7bfdc5f1.pdf:application/pdf}, | |
| } | |
| @article{liu_joint_2021, | |
| title = {Joint {SFC} {Deployment} and {Resource} {Management} in {Heterogeneous} {Edge} for {Latency} {Minimization}}, | |
| volume = {32}, | |
| issn = {1045-9219, 1558-2183, 2161-9883}, | |
| url = {https://ieeexplore.ieee.org/document/9363567/}, | |
| doi = {10.1109/TPDS.2021.3062341}, | |
| language = {en}, | |
| number = {8}, | |
| urldate = {2022-08-22}, | |
| journal = {IEEE Transactions on Parallel and Distributed Systems}, | |
| author = {Liu, Yu and Shang, Xiaojun and Yang, Yuanyuan}, | |
| month = aug, | |
| year = {2021}, | |
| pages = {2131--2143}, | |
| } | |
| @article{bilo_impact_2017, | |
| title = {On the {Impact} of {Singleton} {Strategies} in {Congestion} {Games}}, | |
| doi = {10.4230/LIPICS.ESA.2017.17}, | |
| language = {en}, | |
| urldate = {2022-11-12}, | |
| author = {Bilò, Vittorio and Vinci, Cosimo}, | |
| collaborator = {Herbstritt, Marc}, | |
| year = {2017}, | |
| keywords = {000 Computer science, knowledge, general works, Computer Science}, | |
| pages = {14 pages} | |
| } | |
| @article{sbabou_equilibrium_nodate, | |
| title = {Equilibrium {Analysis} in {Singleton} {Congestion} {Games}}, | |
| language = {en}, | |
| author = {Sbabou, Samir and Smaoui, Hatem and Ziad, Abderrahmane}, | |
| pages = {17}, | |
| file = {Sbabou et al. - Equilibrium Analysis in Singleton Congestion Games.pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/I4QL79S3/Sbabou et al. - Equilibrium Analysis in Singleton Congestion Games.pdf:application/pdf}, | |
| } | |
| @article{avasalcai_2019, | |
| title = {Decentralized {Resource} {Auctioning} for {Latency}-{Sensitive} {Edge} {Computing}}, | |
| doi = {10.1109/EDGE.2019.00027}, | |
| journal = {Proceedings - 2019 IEEE International Conference on Edge Computing, EDGE 2019 - Part of the 2019 IEEE World Congress on Services}, | |
| author = {Avasalcai, Cosmin and Tsigkanos, Christos and Dustdar, Schahram}, | |
| year = {2019}, | |
| note = {ISBN: 9781728127088}, | |
| keywords = {Internet of Things, Edge Computing, Fog Computing, Decentralization, Resource Management}, | |
| pages = {72--76}, | |
| } | |
| @article{cisneros_survey_2022, | |
| title = {A {Survey} on {Distributed} {NFV} {Multi}-{Domain} {Orchestration} from an {Algorithmic} {Functional} {Perspective}}, | |
| volume = {60}, | |
| issn = {0163-6804, 1558-1896}, | |
| url = {https://ieeexplore.ieee.org/document/9779641/}, | |
| doi = {10.1109/MCOM.002.2100950}, | |
| language = {en}, | |
| number = {8}, | |
| urldate = {2022-10-24}, | |
| journal = {IEEE Communications Magazine}, | |
| author = {Cisneros, Josue Castaneda and Yangui, Sami and Hernandez, Saul E. Pomares and Drira, Khalil}, | |
| month = aug, | |
| year = {2022}, | |
| pages = {60--65}, | |
| } | |
| @article{Lee1995, | |
| title = {Topology aggregation for hierarchical routing in {ATM} networks}, | |
| volume = {25}, | |
| issn = {01464833}, | |
| doi = {10.1145/210613.210625}, | |
| number = {2}, | |
| journal = {Computer Communication Review}, | |
| author = {Lee, Whay C.}, | |
| year = {1995}, | |
| pages = {82--92}, | |
| } | |
| @article{xu_low_2018, | |
| title = {Low {Latency} {Security} {Function} {Chain} {Embedding} {Across} {Multiple} {Domains}}, | |
| volume = {6}, | |
| issn = {2169-3536}, | |
| url = {https://ieeexplore.ieee.org/document/8254344/}, | |
| doi = {10.1109/ACCESS.2018.2791963}, | |
| language = {en}, | |
| urldate = {2022-09-26}, | |
| journal = {IEEE Access}, | |
| author = {Xu, Qi and Gao, Deyun and Li, Taixin and Zhang, Hongke}, | |
| year = {2018}, | |
| pages = {14474--14484}, | |
| } | |
| @book{rasmusen2006games, | |
| title={Games and Information: An Introduction to Game Theory}, | |
| author={Rasmusen, E.}, | |
| isbn={9781405136662}, | |
| lccn={2006029009}, | |
| url={https://books.google.com.br/books?id=5XEMuJwnBmUC}, | |
| year={2006}, | |
| publisher={Wiley} | |
| } | |
| @book{owen2013game, | |
| title={Game Theory}, | |
| author={Owen, G.}, | |
| isbn={9781781905074}, | |
| url={https://books.google.com.br/books?id=OfnLkgEACAAJ}, | |
| year={2013}, | |
| publisher={Emerald Group Publishing Limited} | |
| } | |
| @incollection{gairing-2007, | |
| address = {Berlin, Heidelberg}, | |
| title = {Total {Latency} in {Singleton} {Congestion} {Games}}, | |
| volume = {4858}, | |
| isbn = {978-3-540-77104-3}, | |
| url = {http://link.springer.com/10.1007/978-3-540-77105-0_42}, | |
| language = {en}, | |
| urldate = {2022-09-19}, | |
| booktitle = {Internet and {Network} {Economics}}, | |
| publisher = {Springer Berlin Heidelberg}, | |
| author = {Gairing, Martin and Schoppmann, Florian}, | |
| editor = {Deng, Xiaotie and Graham, Fan Chung}, | |
| year = {2007}, | |
| doi = {10.1007/978-3-540-77105-0_42}, | |
| note = {Series Title: Lecture Notes in Computer Science}, | |
| pages = {381--387}, | |
| } | |
| @article {Maskin1999, | |
| title = {Nash Equilibrium and Welfare Optimality}, | |
| journal = {Review of Economic Studies}, | |
| volume = {66}, | |
| year = {1999}, | |
| note = {Reprinted in J.J. Laffont (ed.), The Principal Agent Model: The Economic Theory of Incentives, London: Edward Elgar, 2003 | |
| }, | |
| pages = {23-38}, | |
| author = {Eric Maskin} | |
| } | |
| @Article{Rosenthal1973, | |
| author={Rosenthal, Robert W.}, | |
| title={A class of games possessing pure-strategy Nash equilibria}, | |
| journal={International Journal of Game Theory}, | |
| year={1973}, | |
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| number={1}, | |
| pages={65-67}, | |
| issn={1432-1270}, | |
| doi={10.1007/BF01737559}, | |
| url={https://doi.org/10.1007/BF01737559} | |
| } | |
| @article{Abujoda2016, | |
| author = {Ahmed Abujoda and Panagiotis Papadimitriou}, | |
| doi = {10.1109/COMSNETS.2016.7439948}, | |
| isbn = {9781467396226}, | |
| journal = {2016 8th International Conference on Communication Systems and Networks, COMSNETS 2016}, | |
| pages = {1-8}, | |
| publisher = {IEEE}, | |
| title = {DistNSE: Distributed network service embedding across multiple providers}, | |
| year = {2016}, | |
| } | |
| @inproceedings{Mechtri2016, | |
| abstract = {This paper presents an underlying framework to support and accelerate the production of applications and services in the context of programmable networks (SDN and NFV, clouds). The proposed framework addresses moreover the 5G KPI of reducing the average service creation time from 90 hours to 90 minutes as declared by 5G-PPP association in the early of 2015 among other KPIs. The proposed framework relies on SDN, NFV and Cloud principles and technologies and proposes extensions towards the end to end abstraction that is required for automation of service production. A Service Manager Architecture fulfilling the agility, acceleration and automation requirements is presented along with its relationships and interfaces with the applications and network levels. An application requiring network services, expressed in a network service descriptor, is used to illustrate the architecture usage and benefits and highlights the remaining future research needs and trails.}, | |
| author = {Marouen Mechtri and Imen Grida Benyahia and Djamal Zeghlache}, | |
| doi = {10.1109/NOMS.2016.7503004}, | |
| isbn = {9781509002238}, | |
| journal = {Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium}, | |
| keywords = {5G,Cloud,NFV,SDN,SFC,Service Management}, | |
| month = {6}, | |
| pages = {1285-1290}, | |
| publisher = {Institute of Electrical and Electronics Engineers Inc.}, | |
| title = {Agile service manager for 5G}, | |
| year = {2016}, | |
| } | |
| @article{Zhang2021, | |
| author = {Jianwei Zhang and Chenwei Zhao}, | |
| doi = {10.1016/j.comnet.2021.108517}, | |
| issn = {13891286}, | |
| issue = {October}, | |
| journal = {Computer Networks}, | |
| keywords = {Approximation algorithm,Online algorithm,Segment routing (SR),Software-defined networking (SDN),Traffic engineering (TE)}, | |
| pages = {108517}, | |
| publisher = {Elsevier B.V.}, | |
| title = {Q-SR: An extensible optimization framework for segment routing}, | |
| volume = {200}, | |
| url = {https://doi.org/10.1016/j.comnet.2021.108517}, | |
| year = {2021}, | |
| } | |
| @techreport{halpern2015service, | |
| title={Service function chaining (SFC) architecture}, | |
| author={Halpern, Joel and Pignataro, Carlos}, | |
| year={2015}, | |
| institution = "Internet Engineering Task Force", | |
| } | |
| @article{SaraivadeSousa2019, | |
| archivePrefix = {arXiv}, | |
| arxivId = {1803.06596}, | |
| author = {{Saraiva de Sousa}, Nathan F. and {Lachos Perez}, Danny A. and Rosa, Raphael V. and Santos, Mateus A.S. and {Esteve Rothenberg}, Christian}, | |
| doi = {10.1016/j.comcom.2019.04.008}, | |
| eprint = {1803.06596}, | |
| issn = {1873703X}, | |
| journal = {Computer Communications}, | |
| keywords = {Lifecycle management,Multi-domain,NFV,Network Service Orchestration (NSO),Orchestration,SDN,Virtualization}, | |
| mendeley-groups = {SFC - Dell}, | |
| number = {April}, | |
| pages = {69--94}, | |
| publisher = {Elsevier B.V.}, | |
| title = {{Network Service Orchestration: A survey}}, | |
| url = {https://doi.org/10.1016/j.comcom.2019.04.008}, | |
| volume = {142-143}, | |
| year = {2019} | |
| } | |
| @article{Mijumbi2016, | |
| archivePrefix = {arXiv}, | |
| arxivId = {1509.07675}, | |
| author = {Mijumbi, Rashid and Serrat, Joan and Gorricho, Juan Luis and Bouten, Niels and {De Turck}, Filip and Boutaba, Raouf}, | |
| doi = {10.1109/COMST.2015.2477041}, | |
| eprint = {1509.07675}, | |
| issn = {1553877X}, | |
| journal = {IEEE Communications Surveys and Tutorials}, | |
| keywords = {Cloud computing,Future Internet,Network function virtualization,Software defined networking,Virtual network functions}, | |
| mendeley-groups = {Projeto/NFV,Projeto}, | |
| number = {1}, | |
| pages = {236--262}, | |
| title = {{Network function virtualization: State-of-the-art and research challenges}}, | |
| volume = {18}, | |
| year = {2016} | |
| } | |
| @article{Mamushiane2019, | |
| author = {Mamushiane, Lusani and Lysko, Albert A. and Mukute, Tariro and Mwangama, Joyce and Toit, Zaaid Du}, | |
| doi = {10.1109/AFRICA.2019.8843421}, | |
| isbn = {9781728136189}, | |
| journal = {2019 IEEE 2nd Wireless Africa Conference, WAC 2019 - Proceedings}, | |
| keywords = {Cloud Computing,ETSI NFV MANO,Lifecycle Management,Management and Orchestration (MANO),Network Function Virtualization (NFV),Software Defined Networking (SDN)}, | |
| mendeley-groups = {Projeto Dell}, | |
| pages = {1--7}, | |
| publisher = {IEEE}, | |
| title = {{Overview of 9 Open-Source Resource Orchestrating ETSI MANO Compliant Implementations: A Brief Survey}}, | |
| year = {2019} | |
| } | |
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| eprint = {2102.06090}, | |
| keywords = {ac,aut,bbakhshi,corresponding author,decomposition,email addresses,end-to-end delay,f,fatemeh yaghoubpour,ir,network function virtualization,nfv,queuing theory,service function chain,sfc,yaghoubpour}, | |
| mendeley-groups = {Tese/multi-level}, | |
| title = {{End-to-End Delay Guaranteed SFC Deployment: A Multi-level Mapping Approach}}, | |
| url = {http://arxiv.org/abs/2102.06090}, | |
| year = {2021} | |
| } | |
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| isbn = {9783901882890}, | |
| journal = {Proceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management}, | |
| keywords = {Link Failure,Monte-Carlo Tree Search,Network Function Virtualization,Reliability,Service Function Chaining}, | |
| mendeley-groups = {Tese/multi-level}, | |
| number = {May}, | |
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| eprint = {1701.01090}, | |
| issn = {1553877X}, | |
| journal = {IEEE Communications Surveys and Tutorials}, | |
| keywords = {Mobile edge computing,computation offloading,fog computing,green computing,mobile cloud computing,resource management}, | |
| mendeley-groups = {Projeto/Edge}, | |
| number = {4}, | |
| pages = {2322--2358}, | |
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| @article{Yi2018, | |
| author = {Yi, Bo and Wang, Xingwei and Li, Keqin and Das, Sajal k. and Huang, Min}, | |
| doi = {10.1016/j.comnet.2018.01.021}, | |
| issn = {13891286}, | |
| journal = {Computer Networks}, | |
| keywords = {Algorithm,Network Function Virtualization,Network softwarization,Software defined networking,Virtual network function}, | |
| mendeley-groups = {Projeto Dell/Static_Placement}, | |
| pages = {212--262}, | |
| title = {{A comprehensive survey of Network Function Virtualization}}, | |
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| year = {2018} | |
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| @article{Toumi2021, | |
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| journal = {Computer Networks}, | |
| keywords = {Management and orchestration,Multi-domain,SFC}, | |
| mendeley-groups = {Tese/multi-domain}, | |
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| pages = {107806}, | |
| publisher = {Elsevier B.V.}, | |
| title = {{On cross-domain Service Function Chain orchestration: An architectural framework}}, | |
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| } | |
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| isbn = {9781728182988}, | |
| journal = {2020 IEEE Global Communications Conference, GLOBECOM 2020 - Proceedings}, | |
| mendeley-groups = {Tese/multi-domain}, | |
| title = {{Towards Cross-Domain Service Function Chain Orchestration}}, | |
| volume = {2020-January}, | |
| year = {2020} | |
| } | |
| @techreport{ETSI2022MEC, | |
| author = {ETSI}, | |
| institution = {ETSI}, | |
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| pages = {1--29}, | |
| title = {{GS MEC 003 - V3.1.1 - Multi-access Edge Computing (MEC); Framework and Reference Architecture}}, | |
| volume = {1}, | |
| year = {2022} | |
| } | |
| @misc{tosca2015, | |
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| author={Kuo, Tung-Wei and Liou, Bang-Heng and Lin, Kate Ching-Ju and Tsai, Ming-Jer}, | |
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| year={2018}, | |
| publisher={IEEE} | |
| } | |
| @inproceedings{Huff2019, | |
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| booktitle = {Anais do XXXVII Simp{\'{o}}sio Brasileiro de Redes de Computadores e Sistemas Distribu{\'{i}}dos (SBRC 2019)}, | |
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| mendeley-groups = {Tese/arquitecture}, | |
| pages = {777--790}, | |
| publisher = {Sociedade Brasileira de Computa{\c{c}}{\~{a}}o - SBC}, | |
| title = {{Multi-SFC: Orquestra{\c{c}}{\~{a}}o de SFCs Distribu{\'{i}}das sobre M{\'{u}}ltiplas Nuvens em M{\'{u}}ltiplos Dom{\'{i}}nios com M{\'{u}}ltiplas Plataformas NFV}}, | |
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| year = {2019} | |
| } | |
| @article{Gao2022, | |
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| issn = {19324537}, | |
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| mendeley-groups = {Tese/Distributed Placement}, | |
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| title = {{Virtual Network Function Placement in Satellite Edge Computing with a Potential Game Approach}}, | |
| year = {2022} | |
| } | |
| @article{Sun2018, | |
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| issn = {1932-4537}, | |
| journal = {IEEE Transactions on Network and Service Management}, | |
| keywords = {inter-DC network,network function virtualization,service function chain orchestration}, | |
| mendeley-groups = {Tese/Distributed Placement}, | |
| number = {3}, | |
| pages = {1175--1191}, | |
| publisher = {IEEE}, | |
| title = {{Service Function Chain Orchestration Across Multiple Domains: A Full Mesh Aggregation Approach}}, | |
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| doi = {10.1109/CDC.2008.4739098}, | |
| isbn = {9781424431243}, | |
| issn = {01912216}, | |
| keywords = {Cooperative control,Distributed control,Networked control systems}, | |
| mendeley-groups = {Tese/Distributed Auction}, | |
| pages = {1212--1217}, | |
| title = {{A distributed auction algorithm for the assignment problem}}, | |
| year = {2008} | |
| } | |
| @article{Liu2020, | |
| author = {Liu, Yi and Zhang, Hongqi and Chang, Dexian and Hu, Hao}, | |
| doi = {10.1109/TNSM.2020.2993364}, | |
| issn = {19324537}, | |
| journal = {IEEE Transactions on Network and Service Management}, | |
| keywords = {Service function chain,cross-domain service function chain embedding,distributed method,domain-level load balancing}, | |
| mendeley-groups = {Tese/Distributed Placement}, | |
| number = {3}, | |
| pages = {1446--1459}, | |
| title = {{GDM: A General Distributed Method for Cross-Domain Service Function Chain Embedding}}, | |
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| year = {2020} | |
| } | |
| @article{Vaquero2019, | |
| archivePrefix = {arXiv}, | |
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| doi = {10.1016/j.future.2018.07.039}, | |
| eprint = {1806.00764}, | |
| issn = {0167739X}, | |
| journal = {Future Generation Computer Systems}, | |
| keywords = {Churn,Edge,FaaS,Fog,Large scale,NFV,NVM,Orchestration,SDN,Serverless}, | |
| mendeley-groups = {CLE/Serverless}, | |
| pages = {20--38}, | |
| title = {{Research challenges in nextgen service orchestration}}, | |
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| year = {2019} | |
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| @article{Santos2022, | |
| author = {Santos, Guto Leoni and Bezerra, Diego de Freitas and Rocha, {\'{E}}lisson da Silva and Ferreira, Leylane and Moreira, Andr{\'{e}} Luis Cavalcanti and Gon{\c{c}}alves, Glauco Est{\'{a}}cio and Marquezini, Maria Val{\'{e}}ria and Recse, {\'{A}}kos and Mehta, Amardeep and Kelner, Judith and Sadok, Djamel and Endo, Patricia Takako}, | |
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| isbn = {0123456789}, | |
| issn = {15737705}, | |
| journal = {Journal of Network and Systems Management}, | |
| keywords = {Distributed scenarios,Network function virtualization,Service function chain,Systematic review}, | |
| mendeley-groups = {Tese/Distributed Placement,Tese/VNFSurvey}, | |
| number = {1}, | |
| pages = {1--39}, | |
| publisher = {Springer US}, | |
| title = {{Service Function Chain Placement in Distributed Scenarios: A Systematic Review}}, | |
| url = {https://doi.org/10.1007/s10922-021-09626-4}, | |
| volume = {30}, | |
| year = {2022} | |
| } | |
| @article{Chen2021, | |
| author = {Chen, Chen and Nagel, Lars and Cui, Lin and Tso, Fung Po}, | |
| doi = {10.1145/3468737.3494091}, | |
| isbn = {9781450385640}, | |
| journal = {ACM International Conference Proceeding Series}, | |
| keywords = {affinity,distributed orchestration,federated service chaining,multi-domain}, | |
| mendeley-groups = {Tese,Tese/Distributed Placement}, | |
| publisher = {Association for Computing Machinery}, | |
| title = {{Distributed federated service chaining for heterogeneous network environments}}, | |
| year = {2021} | |
| } | |
| @article{Schulz2017, | |
| author = {Schulz, Philipp and Matthe, Maximilian and Klessig, Henrik and Simsek, Meryem and Fettweis, Gerhard and Ansari, Junaid and Ashraf, Shehzad Ali and Almeroth, Bjoern and Voigt, Jens and Riedel, Ines and Puschmann, Andre and Mitschele-Thiel, Andreas and Muller, Michael and Elste, Thomas and Windisch, Marcus}, | |
| doi = {10.1109/MCOM.2017.1600435CM}, | |
| issn = {0163-6804}, | |
| journal = {IEEE Communications Magazine}, | |
| mendeley-groups = {Projeto}, | |
| number = {2}, | |
| pages = {70--78}, | |
| title = {{Latency Critical IoT Applications in 5G: Perspective on the Design of Radio Interface and Network Architecture}}, | |
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| @article{Botta2016, | |
| author = {Botta, Alessio and {De Donato}, Walter and Persico, Valerio and Pescap{\'{e}}, Antonio}, | |
| doi = {10.1016/j.future.2015.09.021}, | |
| issn = {0167739X}, | |
| journal = {Future Generation Computer Systems}, | |
| keywords = {Cloud computing,Cloud of things,Internet of Things,Pervasive applications,Smart city,Ubiquitous networks}, | |
| pages = {684--700}, | |
| publisher = {Elsevier B.V.}, | |
| title = {{Integration of Cloud computing and Internet of Things: A survey}}, | |
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| year = {2016} | |
| } | |
| @article{Yu2017, | |
| author = {Yu, Wei and Liang, Fan and He, Xiaofei and Hatcher, William Grant and Lu, Chao and Lin, Jie and Yang, Xinyu}, | |
| doi = {10.1109/ACCESS.2017.2778504}, | |
| issn = {21693536}, | |
| journal = {IEEE Access}, | |
| keywords = {Edge computing, Internet of Things, survey}, | |
| number = {c}, | |
| pages = {6900--6919}, | |
| title = {{A Survey on the Edge Computing for the Internet of Things}}, | |
| volume = {6}, | |
| year = {2017} | |
| } | |
| @article{Chalapathi2021, | |
| archivePrefix = {arXiv}, | |
| arxivId = {1912.00595}, | |
| author = {Chalapathi, G. S.S. and Chamola, Vinay and Vaish, Aabhaas and Buyya, Rajkumar}, | |
| doi = {10.1007/978-3-030-57328-7_12}, | |
| eprint = {1912.00595}, | |
| issn = {15682633}, | |
| journal = {Advances in Information Security}, | |
| mendeley-groups = {Tese/VNFSurvey}, | |
| pages = {293--325}, | |
| title = {{Industrial internet of things (iiot) applications of edge and fog computing: A review and future directions}}, | |
| volume = {83}, | |
| year = {2021} | |
| } | |
| @article{Alam2020, | |
| author = {Alam, Iqbal and Sharif, Kashif and Li, Fan and Latif, Zohaib and Karim, M. M. and Biswas, Sujit and Nour, Boubakr and Wang, Yu}, | |
| doi = {10.1145/3379444}, | |
| issn = {15577341}, | |
| journal = {ACM Computing Surveys}, | |
| keywords = {Internet of Things,network function virtualization,network softwarization,software-defined IoT,software-defined network}, | |
| mendeley-groups = {Projeto Dell/Reuniao_2020-09-18}, | |
| number = {2}, | |
| title = {{A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV}}, | |
| volume = {53}, | |
| year = {2020} | |
| } | |
| % Artigos SFC Centralizado | |
| @misc{Castaneda2021, | |
| author = {Casta{\~{n}}eda, Josu{\'{e}} and {Pomares Hern{\'{a}}ndez}, Saul E. and Yangui, Sami and {P{\'{e}}rez Sansalvador}, Julio C. and {Rodr{\'{i}}guez Henr{\'{i}}quez}, Lil M. and Drira, Khalil}, | |
| booktitle = {Journal of Network and Computer Applications}, | |
| doi = {10.1016/j.jnca.2021.103226}, | |
| file = {:home/battisti/Dropbox/Revistas/2022/JNCA/artigos/VNF-based network service consistent reconfiguration in multi-domain federations_ A distributed approach _ Elsevier Enhanced Reader.pdf:pdf}, | |
| issn = {10958592}, | |
| keywords = {Consistent reconfiguration,Multi-domain orchestration,Network function virtualization (NFV),Shared network services,Virtual network functions (VNF)}, | |
| mendeley-groups = {Tese/SFC Placement}, | |
| title = {{VNF-based network service consistent reconfiguration in multi-domain federations: A distributed approach}}, | |
| volume = {195}, | |
| year = {2021} | |
| } | |
| @misc{Zhang2019, | |
| booktitle = {Journal of Network and Computer Applications}, | |
| doi = {10.1016/j.jnca.2019.102417}, | |
| file = {:home/battisti/Dropbox/Revistas/2022/JNCA/artigos/Towards a virtual network function research agenda_ A systematic literature review of VNF design considerations _ Elsevier Enhanced Reader.pdf:pdf}, | |
| issn = {10958592}, | |
| keywords = {Future networking,Network function virtualization,Virtual network functions}, | |
| mendeley-groups = {Tese/VNFSurvey}, | |
| title = {{Towards a virtual network function research agenda: A systematic literature review of VNF design considerations}}, | |
| volume = {146}, | |
| year = {2019} | |
| } | |
| @ARTICLE{Eramo-2018, author={Eramo, V. and Lavacca, F. G.}, journal={IEEE Communications Letters}, title={Computing and Bandwidth Resource Allocation in Multi-Provider NFV Environment}, year={2018}, volume={22}, number={10}, pages={2060-2063}, doi={10.1109/LCOMM.2018.2864101}} | |
| @ARTICLE{Eramo-2022, author={Eramo, Vincenzo and Catena, Tiziana}, journal={IEEE Transactions on Network and Service Management}, title={Application of an Innovative Convolutional/LSTM Neural Network for Computing Resource Allocation in NFV Network Architectures}, year={2022}, volume={}, number={}, pages={1-1}, doi={10.1109/TNSM.2022.3142182}} | |
| @INPROCEEDINGS{Mohamad-2019, author={Mohamad, Amir and Hassanein, Hossam S.}, booktitle={2019 IEEE Global Communications Conference (GLOBECOM)}, title={On Demonstrating the Gain of SFC Placement with VNF Sharing at the Edge}, year={2019}, volume={}, number={}, pages={1-6}, doi={10.1109/GLOBECOM38437.2019.9014106}} | |
| @INPROCEEDINGS{Guo-2020, author={Guo, Hantao and Wang, Ying and Li, Zifan and Qiu, Xuesong and An, Hengbin and yu, Peng and Yuan, Ningcheng}, booktitle={NOMS 2020 - 2020 IEEE/IFIP Network Operations and Management Symposium}, title={Cost-aware Placement and Chaining of Service Function Chain with VNF Instance Sharing}, year={2020}, volume={}, number={}, pages={1-8}, doi={10.1109/NOMS47738.2020.9110360}} | |
| @article{Malandrino-2019, | |
| author = {Malandrino, Francesco and Chiasserini, Carla Fabiana and Einziger, Gil and Scalosub, Gabriel}, | |
| title = {Reducing Service Deployment Cost Through VNF Sharing}, | |
| year = {2019}, | |
| issue_date = {Dec. 2019}, | |
| publisher = {IEEE Press}, | |
| volume = {27}, | |
| number = {6}, | |
| issn = {1063-6692}, | |
| url = {https://doi.org/10.1109/TNET.2019.2945127}, | |
| doi = {10.1109/TNET.2019.2945127}, | |
| journal = {IEEE/ACM Trans. Netw.}, | |
| pages = {2363–2376}, | |
| numpages = {14}, | |
| } | |
| @article{Zhao-2018, | |
| title={Towards resource-efficient service function chain deployment in cloud-fog computing}, | |
| author={Zhao, Dongcheng and Liao, Dan and Sun, Gang and Xu, Shizhong}, | |
| journal={IEEE Access}, | |
| volume={6}, | |
| pages={66754--66766}, | |
| year={2018}, | |
| publisher={IEEE} | |
| } | |
| @ARTICLE{Benkacem-2018, author={Benkacem, Ilias and Taleb, Tarik and Bagaa, Miloud and Flinck, Hannu}, journal={IEEE Journal on Selected Areas in Communications}, title={Optimal VNFs Placement in CDN Slicing Over Multi-Cloud Environment}, year={2018}, volume={36}, number={3}, pages={616-627}, doi={10.1109/JSAC.2018.2815441}} | |
| @article{Leivadeas-2017, | |
| title={Optimal virtualized network function allocation for an SDN enabled cloud}, | |
| author={Leivadeas, Aris and Falkner, Matthias and Lambadaris, Ioannis and Kesidis, George}, | |
| journal={Computer Standards \& Interfaces}, | |
| volume={54}, | |
| pages={266--278}, | |
| year={2017}, | |
| publisher={Elsevier} | |
| } | |
| @article{Tseng-2018, | |
| title={Task Scheduling for Edge Computing with Agile VNFs On-Demand Service Model toward 5G and Beyond}, | |
| author={Tseng, Chia-Wei and Tseng, Fan-Hsun and Yang, Yao-Tsung and Liu, Chien-Chang and Chou, Li-Der}, | |
| journal={Wireless Communications and Mobile Computing}, | |
| volume={2018}, | |
| year={2018}, | |
| } | |
| @INPROCEEDINGS{Abu-2017, author={Abu-Lebdeh, Mohammad and Naboulsi, Diala and Glitho, Roch and Tchouati, Constant Wette}, booktitle={2017 IEEE 16th International Symposium on Network Computing and Applications (NCA)}, title={NFV orchestrator placement for geo-distributed systems}, year={2017}, volume={}, number={}, pages={1-5}, doi={10.1109/NCA.2017.8171391}} | |
| @ARTICLE{Hawilo-2019, author={Hawilo, Hassan and Jammal, Manar and Shami, Abdallah}, journal={IEEE Journal on Selected Areas in Communications}, title={Network Function Virtualization-Aware Orchestrator for Service Function Chaining Placement in the Cloud}, year={2019}, volume={37}, number={3}, pages={643-655}, doi={10.1109/JSAC.2019.2895226}} | |
| @INPROCEEDINGS{Dinh-2018, author={Dinh-Xuan, Lam and Seufert, Michael and Wamser, Florian and Tran-Gia, Phuoc and Vassilakis, Constantinos and Zafeiropoulos, Anastasios}, booktitle={2018 30th International Teletraffic Congress (ITC 30)}, title={Performance Evaluation of Service Functions Chain Placement Algorithms in Edge Cloud}, year={2018}, volume={01}, number={}, pages={227-235}, doi={10.1109/ITC30.2018.00041}} | |
| @INPROCEEDINGS{Luizelli-2015, author={Luizelli, Marcelo Caggiani and Bays, Leonardo Richter and Buriol, Luciana Salete and Barcellos, Marinho Pilla and Gaspary, Luciano Paschoal}, booktitle={2015 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, title={Piecing together the NFV provisioning puzzle: Efficient placement and chaining of virtual network functions}, year={2015}, volume={}, number={}, pages={98-106}, doi={10.1109/INM.2015.7140281}} | |
| @article{Hmaity-2020, | |
| title = {Latency- and capacity-aware placement of chained Virtual Network Functions in FMC metro networks}, | |
| journal = {Optical Switching and Networking}, | |
| volume = {35}, | |
| pages = {100536}, | |
| year = {2020}, | |
| issn = {1573-4277}, | |
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| } | |
| @Article{Leivadeas-2019, | |
| AUTHOR = {Leivadeas, Aris and Kesidis, George and Ibnkahla, Mohamed and Lambadaris, Ioannis}, | |
| TITLE = {VNF Placement Optimization at the Edge and Cloud}, | |
| JOURNAL = {Future Internet}, | |
| VOLUME = {11}, | |
| YEAR = {2019}, | |
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| ARTICLE-NUMBER = {69}, | |
| URL = {https://www.mdpi.com/1999-5903/11/3/69}, | |
| ISSN = {1999-5903}, | |
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| @article{JIANG-2020, | |
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| @article{calheiros2009cloudsim, | |
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| } | |
| @ARTICLE{yafs2019, | |
| author={Lera, Isaac and Guerrero, Carlos and Juiz, Carlos}, | |
| journal={IEEE Access}, | |
| title={YAFS: A Simulator for IoT Scenarios in Fog Computing}, | |
| year={2019}, | |
| volume={7}, | |
| number={}, | |
| pages={91745-91758}, | |
| doi={10.1109/ACCESS.2019.2927895}} | |
| @techreport{ETSI2019, | |
| address = {Valbonne/Fran{\c{c}}a}, | |
| author = {ETSI}, | |
| institution = {ETSI}, | |
| keywords = {"architecture,MEC"}, | |
| mendeley-groups = {Projeto/Architecture}, | |
| pages = {1--21}, | |
| title = {{MEC 003 - V2.1.1 - Multi-access Edge Computing (MEC); Framework and Reference Architecture}}, | |
| volume = {1}, | |
| year = {2019} | |
| } | |
| @article{Laghrissi2019, | |
| author = {Laghrissi, Abdelquoddouss and Taleb, Tarik}, | |
| doi = {10.1109/COMST.2018.2884835}, | |
| issn = {1553877X}, | |
| journal = {IEEE Communications Surveys and Tutorials}, | |
| keywords = {5G,NFV,VNF placement,cloud,mobile,network slice}, | |
| mendeley-groups = {SFC - Dell/Survey}, | |
| number = {2}, | |
| pages = {1409--1434}, | |
| publisher = {IEEE}, | |
| title = {{A Survey on the Placement of Virtual Resources and Virtual Network Functions}}, | |
| volume = {21}, | |
| year = {2019} | |
| } | |
| @article{Sharma2020, | |
| author = {Sharma, Sidharth and Engelmann, Anna and Jukan, Admela and Gumaste, Ashwin}, | |
| doi = {10.1109/ACCESS.2020.3005287}, | |
| issn = {21693536}, | |
| journal = {IEEE Access}, | |
| keywords = {Availability,VNF,service function chaining}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {119768--119784}, | |
| title = {{VNF Availability and SFC Sizing Model for Service Provider Networks}}, | |
| volume = {8}, | |
| year = {2020} | |
| } | |
| @article{Kim2017, | |
| author = {Kim, Sanghyeok and Park, Sungyoung and Kim, Youngjae and Kim, Siri and Lee, Kwonyong}, | |
| doi = {10.1007/s10586-017-1004-3}, | |
| issn = {15737543}, | |
| journal = {Cluster Computing}, | |
| keywords = {Energy efficient,NFV,Reconfiguration,Service function chaining,VNF placement}, | |
| mendeley-groups = {Projeto Dell/douglas,SFC - Dell/Placement}, | |
| title = {{VNF-EQ: dynamic placement of virtual network functions for energy efficiency and QoS guarantee in NFV}}, | |
| year = {2017} | |
| } | |
| @article{Salaht2020, | |
| author = {Salaht, Farah A{\"{i}}t and Desprez, Fr{\'{e}}d{\'{e}}ric and Lebre, Adrien}, | |
| doi = {10.1145/3391196}, | |
| issn = {15577341}, | |
| journal = {ACM Computing Surveys}, | |
| keywords = {Fog computing,classification,deployment taxonomy,edge computing,optimization,service placement}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {3}, | |
| title = {{An Overview of Service Placement Problem in Fog and Edge Computing}}, | |
| volume = {53}, | |
| year = {2020} | |
| } | |
| @article{Gao2020, | |
| author = {Gao, Tao and Li, Xin and Wu, Yu and Zou, Weixia and Huang, Shanguo and Tornatore, Massimo and Mukherjee, Biswanath}, | |
| doi = {10.1109/TCOMM.2020.2992504}, | |
| issn = {15580857}, | |
| journal = {IEEE Transactions on Communications}, | |
| keywords = {Network function virtualization,VNF placement and scheduling,cost efficiency,public cloud}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {8}, | |
| pages = {4946--4959}, | |
| title = {{Cost-Efficient VNF Placement and Scheduling in Public Cloud Networks}}, | |
| volume = {68}, | |
| year = {2020} | |
| } | |
| @article{Bunyakitanon2020, | |
| author = {Bunyakitanon, Monchai and Vasilakos, Xenofon and Nejabati, Reza and Simeonidou, Dimitra}, | |
| doi = {10.1109/TCCN.2020.2988486}, | |
| issn = {23327731}, | |
| journal = {IEEE Transactions on Cognitive Communications and Networking}, | |
| keywords = {Machine learning,cloud and edge computing,end-to-end communication,network function virtualization,zero-touch management}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {2}, | |
| pages = {534--547}, | |
| title = {{End-to-End Performance-Based Autonomous VNF Placement with Adopted Reinforcement Learning}}, | |
| volume = {6}, | |
| year = {2020} | |
| } | |
| @article{Pei2020, | |
| author = {Pei, Jianing and Hong, Peilin and Pan, Miao and Liu, Jiangqing and Zhou, Jingsong}, | |
| doi = {10.1109/JSAC.2019.2959181}, | |
| issn = {15580008}, | |
| journal = {IEEE Journal on Selected Areas in Communications}, | |
| keywords = {Software-defined networking,VNF placement,deep reinforcement learning,network function virtualization}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {2}, | |
| pages = {263--278}, | |
| publisher = {IEEE}, | |
| title = {{Optimal VNF Placement via Deep Reinforcement Learning in SDN/NFV-Enabled Networks}}, | |
| volume = {38}, | |
| year = {2020} | |
| } | |
| @article{Mohamad2020, | |
| author = {Mohamad, Amir and Hassanein, Hossam S.}, | |
| doi = {10.1109/NFV-SDN50289.2020.9289837}, | |
| isbn = {9781728181592}, | |
| journal = {2020 IEEE Conference on Network Function Virtualization and Software Defined Networks, NFV-SDN 2020 - Proceedings}, | |
| keywords = {MEC,NFV,Service Function Chaining,VNF placement,edge computing}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {25--30}, | |
| title = {{PSVShare: A Priority-based SFC placement with VNF Sharing}}, | |
| year = {2020} | |
| } | |
| @article{Pham2020, | |
| author = {Pham, Chuan and Tran, Nguyen H. and Ren, Shaolei and Saad, Walid and Hong, Choong Seon}, | |
| doi = {10.1109/TSC.2017.2671867}, | |
| issn = {19391374}, | |
| journal = {IEEE Transactions on Services Computing}, | |
| keywords = {Datacenters,network function virtualization,network traffic,resource allocation,virtual network function}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {1}, | |
| pages = {172--185}, | |
| title = {{Traffic-Aware and Energy-Efficient vNF Placement for Service Chaining: Joint Sampling and Matching Approach}}, | |
| volume = {13}, | |
| year = {2020} | |
| } | |
| @INPROCEEDINGS{Kiran2020, author={Kiran, Nahida and Liu, Xuanlin and Wang, Sihua and Yin, Changchuan}, booktitle={2020 IEEE Wireless Communications and Networking Conference Workshops (WCNCW)}, title={VNF Placement and Resource Allocation in SDN/NFV-Enabled MEC Networks}, year={2020}, volume={}, number={}, pages={1-6}, doi={10.1109/WCNCW48565.2020.9124910}} | |
| @article{Kim2020, | |
| author = {Kim, Sang Il and {Sung Kim}, Hwa}, | |
| doi = {10.1109/ICOIN48656.2020.9016492}, | |
| isbn = {9781728141985}, | |
| issn = {19767684}, | |
| journal = {International Conference on Information Networking}, | |
| keywords = {Capacity Management,NFV Virtualization,VNF Placement}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {707--712}, | |
| publisher = {IEEE}, | |
| title = {{A VNF Placement Method Considering Load and Hop count in NFV Environment}}, | |
| volume = {2020-Janua}, | |
| year = {2020} | |
| } | |
| @inproceedings{Emu2020, | |
| title={Latency aware VNF deployment at edge devices for IoT services: An artificial neural network based approach}, | |
| author={Emu, Mahzabeen and Yan, Peizhi and Choudhury, Salimur}, | |
| booktitle={2020 IEEE International Conference on Communications Workshops (ICC Workshops)}, | |
| pages={1--6}, | |
| year={2020}, | |
| organization={IEEE} | |
| } | |
| @article{Ruiz2020, | |
| author = {Ruiz, Lidia and Barroso, Ram{\'{o}}n J.Dur{\'{a}}n and {De Miguel}, Ignacio and Merayo, Noem{\'{i}} and Aguado, Juan Carlos and {De La Rosa}, Ram{\'{o}}n and Fern{\'{a}}ndez, Patricia and Lorenzo, Rub{\'{e}}n M. and Abril, Evaristo J.}, | |
| doi = {10.1109/ACCESS.2020.2982018}, | |
| issn = {21693536}, | |
| journal = {IEEE Access}, | |
| keywords = {5G,IoT,MEC,NFV,Optical networks,Protection,Resource allocation,Survivability}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {55893--55904}, | |
| title = {{Genetic algorithm for holistic VNF-mapping and virtual topology design}}, | |
| volume = {8}, | |
| year = {2020} | |
| } | |
| @article{Reyhanian2020, | |
| author = {Reyhanian, Navid and Farmanbar, Hamid and Mohajer, Soheil and Luo, Zhi-quan}, | |
| isbn = {9781509066315}, | |
| journal = {ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {4985--4989}, | |
| publisher = {IEEE}, | |
| title = {{JOINT RESOURCE ALLOCATION AND ROUTING FOR SERVICE FUNCTION CHAINING WITH IN-SUBNETWORK PROCESSING Department of Electrical and Computer Engineering , University of Minnesota , Twin Cities , MN , USA Huawei Canada Research Center , Ottawa , Canada Shenzhen}}, | |
| year = {2020} | |
| } | |
| @article{Li2019, | |
| author = {Li, Defang and Hong, Peilin and Xue, Kaiping and Pei, Jianing}, | |
| doi = {10.1016/j.comnet.2019.01.036}, | |
| issn = {13891286}, | |
| journal = {Computer Networks}, | |
| keywords = {Edge computing,Resource optimization,Virtual network function placement}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {12--24}, | |
| publisher = {Elsevier B.V.}, | |
| title = {{Virtual network function placement and resource optimization in NFV and edge computing enabled networks}}, | |
| url = {https://doi.org/10.1016/j.comnet.2019.01.036}, | |
| volume = {152}, | |
| year = {2019} | |
| } | |
| @article{Reyhanian2020SPAWC, | |
| author = {Reyhanian, Navid and Farmanbar, Hamid and Mohajer, Soheil and Luo, Zhi Quan}, | |
| doi = {10.1109/SPAWC48557.2020.9154287}, | |
| isbn = {9781728154787}, | |
| journal = {IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC}, | |
| keywords = {Virtual network function,flow routing,group LASSO,link capacity and server purchase,proximal ADMM}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| title = {{Resource Provisioning for Virtual Network Function Deployment with In-Subnetwork Processing}}, | |
| volume = {2020-May}, | |
| year = {2020} | |
| } | |
| @article{Li2020, | |
| author = {Li, Shuopeng and Zhang, Shaohui and Chen, Limin and Chen, Huamin and Liu, Xiliang and Lin, Shaofu}, | |
| doi = {10.1109/ICCC51575.2020.9345041}, | |
| isbn = {9781728186351}, | |
| journal = {2020 IEEE 6th International Conference on Computer and Communications, ICCC 2020}, | |
| keywords = {Attention,Combinatorial Optimization,Deep Reinforcement Leaning,Network Function Virtualization,Sequence to Sequence,Virtual Network Function}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {1005--1009}, | |
| title = {{An Attention Based Deep Reinforcement Learning Method for Virtual Network Function Placement}}, | |
| year = {2020} | |
| } | |
| @article{Niu2020, | |
| author = {Niu, Meng and Cheng, Bo and Chen, Jun Liang}, | |
| doi = {10.1109/SCC49832.2020.00041}, | |
| isbn = {9781728187891}, | |
| journal = {Proceedings - 2020 IEEE 13th International Conference on Services Computing, SCC 2020}, | |
| keywords = {Network Function Virtualization,Reliability,Resources Allocation,Service Function Chain}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {256--263}, | |
| title = {{GPSO: A graph-based heuristic algorithm for service function chain placement in data center networks}}, | |
| year = {2020} | |
| } | |
| @inproceedings{Alahmad2020, | |
| author = {Alahmad, Yanal and Agarwal, Anjali and Daradkeh, Tariq}, | |
| booktitle = {2020 International Symposium on Networks, Computers and Communications, ISNCC 2020}, | |
| doi = {10.1109/ISNCC49221.2020.9297190}, | |
| isbn = {9781728156286}, | |
| keywords = {Availability,Cost,NFV,VNF placement,VNF selection}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| pages = {1-6}, | |
| publisher = {IEEE}, | |
| title = {{Cost and Availability-Aware VNF Selection and Placement for Network Services in NFV}}, | |
| url = {https://ieeexplore.ieee.org/document/9297190/}, | |
| year = {2020} | |
| } | |
| @article{Garrich2020, | |
| author = {Garrich, Miquel and Romero-Gazquez, Jose Luis and Moreno-Muro, Francisco Javier and Hernandez-Bastida, Manuel and Delgado, Maria Victoria Bueno and Bravalheri, Anderson and Uniyal, Navdeep and Muqaddas, Abubakar Siddique and Nejabati, Reza and Casellas, Ramon and {De Dios}, Oscar Gonzalez and Marino, Pablo Pavon}, | |
| doi = {10.1109/JLT.2020.2990066}, | |
| issn = {15582213}, | |
| journal = {Journal of Lightwave Technology}, | |
| keywords = {Metropolitan networks,network function virtualization,optimization,software-defined networking}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {12}, | |
| pages = {3190--3199}, | |
| title = {{IT and Multi-layer Online Resource Allocation and Offline Planning in Metropolitan Networks}}, | |
| volume = {38}, | |
| year = {2020} | |
| } | |
| @article{Nguyen2020, | |
| author = {Nguyen, Duong Tuan and Pham, Chuan and Nguyen, Kim Khoa and Cheriet, Mohamed}, | |
| doi = {10.1109/TNSM.2019.2948137}, | |
| issn = {19324537}, | |
| journal = {IEEE Transactions on Network and Service Management}, | |
| keywords = {IoT services,QoS,VNF placement,edge/cloud computing,service function chain}, | |
| mendeley-groups = {SFC - Dell/Placement}, | |
| number = {1}, | |
| pages = {459--472}, | |
| publisher = {IEEE}, | |
| title = {{Placement and Chaining for Run-Time IoT Service Deployment in Edge-Cloud}}, | |
| volume = {17}, | |
| year = {2020} | |
| } | |
| @article{Aral2019, | |
| author = {Aral, Atakan and Brandic, Ivona and Uriarte, Rafael Brundo and {De Nicola}, Rocco and Scoca, Vincenzo}, | |
| doi = {10.1007/s10723-019-09493-z}, | |
| issn = {15729184}, | |
| journal = {Journal of Grid Computing}, | |
| keywords = {Edge computing,Live streaming,Scheduling}, | |
| mendeley-groups = {Projeto/allocation}, | |
| number = {4}, | |
| pages = {677--698}, | |
| publisher = {Journal of Grid Computing}, | |
| title = {{Addressing Application Latency Requirements through Edge Scheduling}}, | |
| volume = {17}, | |
| year = {2019} | |
| } | |
| @article{Kitchenham2013, | |
| author = {Kitchenham, Barbara and Brereton, Pearl}, | |
| doi = {10.1016/j.infsof.2013.07.010}, | |
| issn = {0950-5849}, | |
| journal = {Information and Software Technology}, | |
| keywords = {Mapping study,Systematic literature review,Systematic review,Systematic review methodology}, | |
| mendeley-groups = {Projeto/IOT}, | |
| number = {12}, | |
| pages = {2049--2075}, | |
| publisher = {Elsevier B.V.}, | |
| title = {{A systematic review of systematic review process research in software engineering}}, | |
| url = {http://dx.doi.org/10.1016/j.infsof.2013.07.010}, | |
| volume = {55}, | |
| year = {2013} | |
| } | |
| @article{ghosh20195g, | |
| title={5G evolution: A view on 5G cellular technology beyond 3GPP release 15}, | |
| author={Ghosh, Amitabha and Maeder, Andreas and Baker, Matthew and Chandramouli, Devaki}, | |
| journal={IEEE access}, | |
| volume={7}, | |
| pages={127639--127651}, | |
| year={2019}, | |
| publisher={IEEE} | |
| } | |
| @ARTICLE{Herrera2016, | |
| author={Gil Herrera, Juliver and Botero, Juan Felipe}, | |
| journal={IEEE Transactions on Network and Service Management}, | |
| title={Resource Allocation in NFV: A Comprehensive Survey}, | |
| year={2016}, | |
| volume={13}, | |
| number={3}, | |
| pages={518-532}, | |
| doi={10.1109/TNSM.2016.2598420}} | |
| @article{Bhamare2016, | |
| author = {Bhamare, Deval and Jain, Raj and Samaka, Mohammed and Erbad, Aiman}, | |
| doi = {10.1016/j.jnca.2016.09.001}, | |
| issn = {10958592}, | |
| journal = {Journal of Network and Computer Applications}, | |
| keywords = {Multi-cloud,Network function virtualization,Optimal placement,SDN,Service function chaining,Survey}, | |
| pages = {138--155}, | |
| publisher = {Elsevier}, | |
| title = {{A survey on service function chaining}}, | |
| url = {http://dx.doi.org/10.1016/j.jnca.2016.09.001}, | |
| volume = {75}, | |
| year = {2016} | |
| } | |
| @article{Yu2017a, | |
| author = {Yu, Wei and Liang, Fan and He, Xiaofei and Hatcher, William Grant and Lu, Chao and Lin, Jie and Yang, Xinyu}, | |
| doi = {10.1109/ACCESS.2017.2778504}, | |
| issn = {21693536}, | |
| journal = {IEEE Access}, | |
| keywords = {Edge computing,Internet of Things,survey}, | |
| mendeley-groups = {Projeto Dell/Static_Placement}, | |
| pages = {6900--6919}, | |
| publisher = {IEEE}, | |
| title = {{A Survey on the Edge Computing for the Internet of Things}}, | |
| volume = {6}, | |
| year = {2017} | |
| } | |
| @article{Shehabi2016, | |
| author = {Shehabi, Arman and Smith, Sarah Josephine and Sartor, Dale A and Brown, Richard E and Herrlin, Magnus and Koomey, Jonathan G and Masanet, Eric R and Horner, Nathaniel and Azevedo, In{\^{e}}s Lima and Lintner, William}, | |
| issn = {1002087x}, | |
| journal = {Berkeley Lab}, | |
| mendeley-groups = {Projeto Dell/energy}, | |
| pages = {65}, | |
| title = {{United States Data Center Energy Usage Report}}, | |
| url = {https://eta.lbl.gov/publications/united-states-data-center-energy}, | |
| year = {2016} | |
| } | |
| @article{5GPy2020, | |
| title = {5GPy: A SimPy-based simulator for performance evaluations in 5G hybrid Cloud-Fog RAN architectures}, | |
| journal = {Simulation Modelling Practice and Theory}, | |
| volume = {101}, | |
| pages = {102030}, | |
| year = {2020}, | |
| note = {Modeling and Simulation of Fog Computing}, | |
| issn = {1569-190X}, | |
| doi = {https://doi.org/10.1016/j.simpat.2019.102030}, | |
| url = {https://www.sciencedirect.com/science/article/pii/S1569190X19301613}, | |
| author = {Rodrigo Izidoro Tinini and Matias Romário Pinheiro dos Santos and Gustavo Bittencourt Figueiredo and Daniel Macêdo Batista}, | |
| keywords = {5G networks, Cloud computing, Fog computing, CF-RAN, NFV, FOSS, Simulator}, | |
| } | |
| @article{alam_survey_2021, | |
| title = {A {Survey} of {Network} {Virtualization} {Techniques} for {Internet} of {Things} {Using} {SDN} and {NFV}}, | |
| volume = {53}, | |
| issn = {0360-0300, 1557-7341}, | |
| url = {https://dl.acm.org/doi/10.1145/3379444}, | |
| doi = {10.1145/3379444}, | |
| abstract = {Internet of Things (IoT) and Network Softwarization are fast becoming core technologies of information systems and network management for the next-generation Internet. The deployment and applications of IoT range from smart cities to urban computing and from ubiquitous healthcare to tactile Internet. For this reason, the physical infrastructure of heterogeneous network systems has become more complicated and thus requires efficient and dynamic solutions for management, configuration, and flow scheduling. Network softwarization in the form of Software Defined Networks and Network Function Virtualization has been extensively researched for IoT in the recent past. In this article, we present a systematic and comprehensive review of virtualization techniques explicitly designed for IoT networks. We have classified the literature into software-defined networks designed for IoT, function virtualization for IoT networks, and software-defined IoT networks. These categories are further divided into works that present architectural, security, and management solutions. Besides, the article highlights several short-term and long-term research challenges and open issues related to the adoption of software-defined Internet of Things.}, | |
| language = {en}, | |
| number = {2}, | |
| urldate = {2023-02-16}, | |
| journal = {ACM Computing Surveys}, | |
| author = {Alam, Iqbal and Sharif, Kashif and Li, Fan and Latif, Zohaib and Karim, M. M. and Biswas, Sujit and Nour, Boubakr and Wang, Yu}, | |
| month = mar, | |
| year = {2021}, | |
| pages = {1--40}, | |
| file = {Alam et al. - 2021 - A Survey of Network Virtualization Techniques for .pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/8PTUGZPK/Alam et al. - 2021 - A Survey of Network Virtualization Techniques for .pdf:application/pdf}, | |
| } | |
| @article{pattaranantakul_service_2023, | |
| title = {Service {Function} {Chaining} security survey: {Addressing} security challenges and threats}, | |
| volume = {221}, | |
| issn = {13891286}, | |
| shorttitle = {Service {Function} {Chaining} security survey}, | |
| url = {https://linkinghub.elsevier.com/retrieve/pii/S1389128622005187}, | |
| doi = {10.1016/j.comnet.2022.109484}, | |
| language = {en}, | |
| urldate = {2023-02-16}, | |
| journal = {Computer Networks}, | |
| author = {Pattaranantakul, Montida and Vorakulpipat, Chalee and Takahashi, Takeshi}, | |
| month = feb, | |
| year = {2023}, | |
| pages = {109484}, | |
| } | |
| @inproceedings{wang_survey_2020, | |
| address = {Taipei, Taiwan}, | |
| title = {A {Survey} of {Service} {Function} {Chains} {Orchestration} in {Data} {Center} {Networks}}, | |
| isbn = {978-1-72817-307-8}, | |
| url = {https://ieeexplore.ieee.org/document/9367463/}, | |
| doi = {10.1109/GCWkshps50303.2020.9367463}, language = {en}, | |
| urldate = {2023-02-16}, | |
| booktitle = {2020 {IEEE} {Globecom} {Workshops} ({GC} {Wkshps}}, | |
| publisher = {IEEE}, | |
| author = {Wang, Shuyi and Cao, Haotong and Yang, Longxiang}, | |
| month = dec, | |
| year = {2020}, | |
| pages = {1--6}, | |
| file = {Wang et al. - 2020 - A Survey of Service Function Chains Orchestration .pdf:/home/battisti/snap/zotero-snap/common/Zotero/storage/VSVQVXGE/Wang et al. - 2020 - A Survey of Service Function Chains Orchestration .pdf:application/pdf}, | |
| } | |
| @ARTICLE{Morabito2018, | |
| author={Morabito, Roberto and Cozzolino, Vittorio and Ding, Aaron Yi and Beijar, Nicklas and Ott, Jorg}, | |
| journal={IEEE Network}, | |
| title={Consolidate IoT Edge Computing with Lightweight Virtualization}, | |
| year={2018}, | |
| volume={32}, | |
| number={1}, | |
| pages={102-111}, | |
| doi={10.1109/MNET.2018.1700175} | |
| } | |
| @article{son_latency_aware_2019, | |
| title = {Latency-aware {Virtualized} {Network} {Function} provisioning for distributed edge clouds}, | |
| volume = {152}, | |
| issn = {01641212}, | |
| doi = {10.1016/j.jss.2019.02.030}, | |
| journal = {Journal of Systems and Software}, | |
| author = {Son, Jungmin and Buyya, Rajkumar}, | |
| year = {2019}, | |
| note = {Publisher: Elsevier Inc.}, | |
| keywords = {Cloud computing, Edge computing, Network Function Virtualization (NFV), Software-Defined Networking (SDN), Service Function Chaining, Software-defined clouds}, | |
| pages = {24--31}, | |
| } | |
| @techreport{toumi_hierarchical_nodate, | |
| title = {Hierarchical {Multi}-{Agent} {Deep} {Reinforcement} {Learning} for {SFC} {Placement} on {Multiple} {Domains}}, | |
| abstract = {Service Function Chaining (SFC) is the process of decomposing a network service into multiple functions that successively process packets to deliver the end-to-end service. In a multi-domain context, SFC placement is a challenging problem due to limited knowledge of the infrastructure of the local domains, which complicates the process of finding the optimal placement solutions. On the other hand, Reinforcement Learning has gained momentum as a tool for decision-making, allowing agents to construct and improve policies using feedback from the environment. In this paper, we leverage Deep Reinforcement Learning (DRL) to perform SFC placement on multiple domains. We devise a hierarchical architecture where the local domain agents and the multi-domain agent are trained using different DRL models to perform SFC and sub-SFC placement while satisfying the SLA requirements.}, | |
| author = {Toumi, Nassima and Bagaa, Miloud and Ksentini, Adlen}, | |
| file = {PDF:/home/battisti/snap/zotero-snap/common/Zotero/storage/EFQIHWWC/publi-6604.pdf:application/pdf}, | |
| } |
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