, 2096) 29.54% 63.38% (992,672,1408) 34.36% 65.59% (1280,928,1888) 30.80% 63.14% (1168,832,1072) 37.54% 65, vol.880, p.0, 1136.

, The choice of the final solutions between the different proposed ones can be based on some constraints that should be respected. For example, and under the LCE policy, if T c = 20% and ? = 1.2 (Table 3.1) and if the priority is to minimize the content provider load (f 1 (X)), then the allocation X = (1088, 800, 2208) is the best one. In case when the 2Q scheme is used, if ? = 1.0 and T c = 15% (Table 3.2) and one wants to minimize first the average distance ratio (f 2 (X)), then the allocation X = (1408, 768, 896) is the one to choose, functions approach and testing two different caching schemes: LCE (Table 3.1) and 2Q (Table 3.2). Depending on the Zipf law's parameter ?, the total cache resources available T c and the adopted caching strategy, different solutions will be generated by GRASP, vol.3, p.12

, 2048,1984) 28.60% 64, vol.64, p.23

S. A. Publications--hamza-ben-ammar, Y. Chellouche, and . Hadjadj-aoul, CLIC : A Clique-based cooperative caching for Content-Centric Networking, IEEE Global Information Infrastructure and Networking Symposium (GIIS), pp.1-6, 2016.

S. A. Hamza-ben-ammar, Y. Chellouche, and . Hadjadj-aoul, A Markov chain-based Approximation of CCN caching Systems, IEEE Symposium on Computers and Communications (ISCC), pp.327-332, 2017.

Y. Hamza-ben-ammar, G. Hadjadj-aoul, S. A. Rubino, and . Chellouche, A versatile Markov chain model for the performance analysis of CCN caching systems, IEEE Global Communications Conference, pp.1-6, 2018.

Y. Hamza-ben-ammar, S. A. Hadjadj-aoul, and . Chellouche, Efficiently allocating distributed caching resources in future smart networks, IEEE Consumer Communications and Networking Conference (CCNC), pp.1-4, 2019.

Y. Hamza-ben-ammar, G. Hadjadj-aoul, S. A. Rubino, and . Chellouche, On the performance analysis of distributed caching systems using a customizable Markov chain model, Elsevier Journal of Network and Computer Applications (JNCA), pp.39-51, 2019.

J. Pan, S. Paul, and R. Jain, A survey of the research on future internet architectures, vol.49, pp.26-36, 2011.

C. Cisco, Visual Networking Index: forecast and methodology, 2016.

C. Cisco, Visual Networking Index: forecast and trends, 2017.

A. V. Vasilakos, Z. Li, G. Simon, and W. You, « Information centric network: Research challenges and opportunities, Elsevier Journal of Network and Computer Applications, vol.52, pp.1-10, 2015.

T. Hau, D. Burghardt, W. Brenner, and . Multihoming, Internet connectivity, vol.35, pp.532-542, 2011.

T. Karagiannis, P. Rodriguez, and K. Papagiannaki, « Should Internet Service Providers Fear Peer-assisted Content Distribution?, Proceedings of the 5th

, ACM SIGCOMM Conference on Internet Measurement (IMC), pp.63-76, 2005.

D. Tuncer, M. Charalambides, R. Landa, and G. Pavlou, « More control over network resources: An ISP caching perspective, Proceedings of the 9th International Conference on Network and Service Management, pp.26-33, 2013.

A. J. Smith, Cache Memories, vol.14, pp.473-530, 1982.

L. Breslau, P. Cao, L. Fan, G. Phillips, and S. Shenker, « Web caching and Zipflike distributions: evidence and implications, IEEE INFOCOM Proceedings, pp.126-134, 1999.

B. Ahlgren, C. Dannewitz, C. Imbrenda, D. Kutscher, and B. Ohlman, « A survey of information-centric networking, IEEE Communications Magazine, vol.50, pp.26-36, 2012.

G. Xylomenos, C. N. Ververidis, V. A. Siris, N. Fotiou, C. Tsilopoulos et al., Polyzos, « A survey of information-centric networking research, IEEE Communications Surveys and Tutorials, vol.16, pp.1024-1049, 2014.

V. Jacobson, D. Smetters, J. Thornton, M. Plass, N. Briggs et al., « Networking Named Content, Proceedings of the 5th International Conference on Emerging Networking Experiments and Technologies, pp.1-12, 2009.

G. Rossini and D. Rossi, « A dive into the caching performance of Content Centric Networking, IEEE 17th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, pp.105-109, 2012.

G. S. Paschos, G. Iosifidis, M. Tao, D. Towsley, and G. Caire, « The Role of Caching in Future Communication Systems and Networks, IEEE Journal on Selected Areas in Communications, vol.36, 2018.

T. Taleb, K. Samdanis, B. Mada, H. Flinck, S. Dutta et al., Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration, IEEE Communications Surveys Tutorials, vol.19, pp.1657-1681, 2017.

K. S. Reddy, S. Moharir, and N. Karamchandani, « Effects of storage heterogeneity in distributed cache systems, 16th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt), pp.1-8, 2018.

A. Mahanti, N. Carlsson, A. Mahanti, M. Arlitt, and C. Williamson, « A tale of the tails: Power-laws in internet measurements, IEEE Network, vol.27, pp.59-64, 2013.

H. Ben-ammar, S. Ait-chellouche, and Y. , Hadjadj-Aoul, « A Markov chain-based Approximation of CCN caching Systems, IEEE Symposium on Computers and Communications, pp.327-332, 2017.

H. Ben-ammar, Y. Hadjadj-aoul, G. Rubino, and S. Ait-chellouche, « A versatile Markov chain model for the performance analysis of CCN caching systems, IEEE Global Communications Conference, pp.1-6, 2018.

H. Ben-ammar, Y. Hadjadj-aoul, G. Rubino, and S. Ait-chellouche, « On the performance analysis of distributed caching systems using a customizable Markov chain model, Journal of Network and Computer Applications, vol.130, pp.39-51, 2019.

H. Ben-ammar, Y. Hadjadj-aoul, and S. Ait-chellouche, Efficiently allocating distributed caching resources in future smart networks, pp.1-4, 2019.
URL : https://hal.archives-ouvertes.fr/hal-01933973

A. Zahemszky, B. Gajic, C. Rothenberg, C. Reason, D. Trossen et al., Experimentally-Driven Research in Publish/Subscribe Information-Centric Inter-Networking, vol.46, pp.469-485, 2011.

C. Dannewitz, D. Kutscher, B. Ohlman, S. Farrell, B. Ahlgren et al., « Elsevier Network of Information (NetInf) -An information-centric networking architecture, Computer Communications, vol.36, pp.721-735, 2013.

T. Koponen, M. Chawla, B. G. Chun, A. Ermolinskiy, K. Kim et al., « A Data-oriented (and Beyond) Network Architecture, ACM SIGCOMM Computer Communication Review, vol.37, pp.181-192, 2007.

M. Amadeo, C. Campolo, A. Molinaro, and G. Ruggeri, « Content-centric wireless networking: A survey, vol.72, pp.1-13, 2014.

J. Kurose, Information-centric networking: The evolution from circuits to packets to content, Computer Networks, vol.66, pp.112-120, 2014.

M. Zhang, H. Luo, and H. Zhang, « A Survey of Caching Mechanisms in Information-Centric Networking, IEEE Communications Surveys Tutorials, vol.17, pp.1473-1499, 2015.

H. Jin, D. Xu, C. Zhao, and D. Liang, « Information-centric mobile caching network frameworks and caching optimization: a survey, EURASIP Journal on Wireless Communications and Networking, vol.2017, p.33, 2017.

W. F. King, Analysis of Paging Algorithms, pp.485-490, 1971.

P. Flajolet, D. Gardy, and L. Thimonier, « Birthday paradox, coupon collectors, caching algorithms and self-organizing search, Discrete Applied Mathematics, vol.39, pp.207-229, 1992.

A. Dan and D. Towsley, « An Approximate Analysis of the LRU and FIFO Buffer Replacement Schemes, SIGMETRICS Performance Evaluation Review, vol.18, pp.143-152, 1990.

E. J. Rosensweig, J. Kurose, and D. Towsley, « Approximate Models for General Cache Networks, IEEE INFOCOM Proceedings, pp.1-9, 2010.

I. Psaras, R. Clegg, R. Landa, W. Chai, and G. Pavlou, « Modelling and Evaluation of CCN-caching Trees, Proceedings of the 10th International IFIP Conference on Networking, pp.78-91, 2011.

H. Che, Y. Tung, and Z. Wang, « Hierarchical Web caching systems: modeling, design and experimental results, IEEE Journal on Selected Areas in Communications, vol.20, pp.1305-1314, 2002.

C. Fricker, P. Robert, and J. Roberts, « A versatile and accurate approximation for LRU cache performance, Proceedings of the 24th International Teletraffic Congress, pp.1-8, 2012.

N. C. Fofack, P. Nain, G. Neglia, and D. Towsley, « Performance evaluation of hierarchical TTL-based cache networks, Computer Networks, vol.65, pp.212-231, 2014.

N. Laoutaris, H. Che, and I. Stavrakakis, The LCD interconnection of LRU caches and its analysis, vol.63, pp.609-634, 2006.

M. Garetto, E. Leonardi, and V. Martina, Unified Approach to the Performance Analysis of Caching Systems, ACM Transactions on Modeling and Performance Evaluation of Computing Systems, vol.1, pp.1-20, 2016.

N. Gast and B. V. Houdt, TTL approximations of the cache replacement algorithms LRU(m) and h-LRU », vol.117, pp.33-57, 2017.
URL : https://hal.archives-ouvertes.fr/hal-01292269

E. J. O'neil, P. E. O'neil, and G. Weikum, « The LRU-K Page Replacement Algorithm for Database Disk Buffering, ACM SIGMOD Record, vol.22, pp.297-306, 1993.

T. Johnson, D. Shasha, and «. 2q, A Low Overhead High Performance Buffer Management Replacement Algorithm, Proceedings of the 20th International Conference on Very Large Data Bases, pp.439-450, 1994.

J. Sahoo, M. A. Salahuddin, R. Glitho, H. Elbiaze, and W. Ajib, « A Survey on Replica Server Placement Algorithms for Content Delivery Networks, IEEE Communications Surveys Tutorials, vol.19, pp.1002-1026, 2017.

P. Krishnan, D. Raz, and Y. Shavitt, « The Cache Location Problem, IEEE/ACM Transactions on Networking, pp.568-582, 2000.

N. Laoutaris, V. Zissimopoulos, and I. Stavrakakis, « On the optimization of storage capacity allocation for content distribution, Computer Networks, vol.47, pp.409-428, 2004.

N. Laoutaris, V. Zissimopoulos, and I. Stavrakakis, Joint object placement and node dimensioning for Internet content distribution », Information Processing Letters, vol.89, pp.273-279, 2004.
DOI : 10.1016/j.ipl.2003.12.002

S. Jamin, C. Jin, A. R. Kurc, D. Raz, and Y. Shavitt, Twentieth Annual Joint Conference of the IEEE Computer and Communications Societies, pp.31-40, 2001.

H. Yin, X. Zhang, T. Zhan, Y. Zhang, G. Min et al., A Framework for Scalable and Pareto-Optimal Media Server Placement, IEEE Transactions on Multimedia, vol.15, pp.2114-2124, 2013.
DOI : 10.1109/tmm.2013.2280557

G. Rodolakis, S. Siachalou, and L. Georgiadis, IEEE Transactions on Parallel and Distributed Systems, vol.17, pp.1151-1162, 2006.

F. Chen, K. Guo, J. Lin, T. L. Porta, and . Intra, IEEE INFOCOM, pp.433-441, 2012.

I. Benkacem, T. Taleb, M. Bagaa, and H. Flinck, « Optimal VNFs Placement in CDN Slicing Over Multi-Cloud Environment, IEEE Journal on Selected Areas in Communications, vol.36, pp.616-627, 2018.

D. Rossi and G. Rossini, « On sizing CCN content stores by exploiting topological information, IEEE INFOCOM Workshops, pp.280-285, 2012.
DOI : 10.1109/infcomw.2012.6193506

I. Psaras, W. K. Chai, and G. Pavlou, « In-Network Cache Management and Resource Allocation for Information-Centric Networks, IEEE Transactions on Parallel and Distributed Systems, vol.25, pp.2920-2931, 2014.
DOI : 10.1109/tpds.2013.304

URL : http://discovery.ucl.ac.uk/1457606/1/Psaras_13-CacheMgt-main.pdf

S. Fayazbakhsh, Y. Lin, A. Tootoonchian, A. Ghodsi, T. Koponen et al., Less Pain, Most of the Gain: Incrementally Deployable ICN, vol.43, pp.147-158, 2013.

Y. Wang, Z. Li, G. Tyson, S. Uhlig, and G. Xie, « Design and Evaluation of the Optimal Cache Allocation for Content-Centric Networking, IEEE Transactions on Computers, vol.65, pp.95-107, 2016.

C. Fricker, P. Robert, J. Roberts, and N. Sbihi, « Impact of traffic mix on caching performance in a content-centric network, Proceedings IEEE INFOCOM Workshops, pp.310-315, 2012.

M. Chrobak and J. Noga, LRU is Better than FIFO », Algorithmica, vol.23, pp.180-185, 1999.
DOI : 10.1007/pl00009255

E. Gelenbe, Unified Approach to the Evaluation of a Class of Replacement Algorithms, IEEE Transactions on Computers, issue.22, pp.611-618, 1973.

S. Podlipnig and L. Böszörmenyi, « A Survey of Web Cache Replacement Strategies, ACM Computing Surveys, vol.35, pp.374-398, 2003.
DOI : 10.1145/954339.954341

L. Wang, A. Hoque, C. Yi, A. Alyyan, and B. Zhang, OSPFN: An OSPF based routing protocol for Named Data Networking, 2012.

R. Chiocchetti, D. Rossi, G. Rossini, and . Ccnsim, An highly scalable CCN simulator, IEEE International Conference on Communications, pp.2309-2314, 2013.
DOI : 10.1109/icc.2013.6654874

URL : https://hal.archives-ouvertes.fr/hal-00858189

R. Hemmecke, M. Köppe, J. Lee, and R. Weismantel, « Nonlinear integer programming, 50 Years of Integer Programming, pp.561-618, 1958.

T. A. Feo and M. Resende, Greedy Randomized Adaptive Search Procedures », vol.6, pp.109-133, 1995.

J. Matias, J. Garay, N. Toledo, J. Unzilla, and E. Jacob, « Toward an SDN-enabled NFV architecture, IEEE Communications Magazine, vol.53, pp.187-193, 2015.
DOI : 10.1109/mcom.2015.7081093

B. Han, V. Gopalakrishnan, L. Ji, and S. Lee, « Network function virtualization: Challenges and opportunities for innovations, IEEE Communications Magazine, vol.53, pp.90-97, 2015.
DOI : 10.1109/mcom.2015.7045396

J. G. Andrews, S. Buzzi, W. Choi, S. V. Hanly, A. Lozano et al., « What Will 5G Be?, IEEE Journal on Selected Areas in Communications, vol.32, pp.1065-1082, 2014.
DOI : 10.1109/jsac.2014.2328098

D. R. Page, « Generalized Algorithm for Restricted Weak Composition Generation », Journal of Mathematical Modelling and Algorithms in Operations Research, vol.12, pp.345-372, 2013.
DOI : 10.1007/s10852-012-9194-4

R. Marti, V. Campos, M. Resende, and A. Duarte, « Multiobjective GRASP with Path Relinking, vol.240, pp.54-71, 2014.

Y. Zhou, L. Chen, C. Yang, and D. M. Chiu, Video Popularity Dynamics and Its Implication for Replication. », IEEE Transactions on Multimedia, vol.17, pp.1273-1285, 2015.
DOI : 10.1109/tmm.2015.2447277

P. Bertin, T. Mamouni, and S. Gosselin, « Next-Generation PoP with Functional Convergence Redistributions », in Fiber-Wireless Convergence in NextGeneration Communication Networks: Systems, Architectures, and Management, pp.319-336, 2017.
DOI : 10.1007/978-3-319-42822-2_12

I. Parvez, A. Rahmati, I. Guvenc, A. I. Sarwat, and H. Dai, « A Survey on Low Latency Towards 5G: RAN, Core Network and Caching Solutions », IEEE Communications Surveys Tutorials, 2018.
DOI : 10.1109/comst.2018.2841349

URL : http://arxiv.org/pdf/1708.02562

G. Alfano, M. Garetto, and E. Leonardi, « Content-centric wireless networks with limited buffers: When mobility hurts, IEEE/ACM Transactions on Networking, vol.24, pp.299-311, 2016.
DOI : 10.1109/infcom.2013.6566980

URL : https://iris.polito.it/bitstream/11583/2505558/1/CR-ccnmobile.pdf

D. Liu, B. Chen, C. Yang, and A. Molisch, « Caching at the wireless edge: design aspects, challenges, and future directions, IEEE Communications Magazine, vol.54, pp.22-28, 2016.
DOI : 10.1109/mcom.2016.7565183

URL : http://arxiv.org/pdf/1810.13287