Comparison of caching strategies in modern cellular backhaul networks

MobiSys 2013 - Proceedings of the 11th Annual International Conference on Mobile Systems, Applications, and Services

Volumn , Issue , 2013, Pages 319-332

  Woo, Shinae ^a   Jeong, Eunyoung ^a   Park, Shinjo ^a   Lee, Jongmin ^b   Ihm, Sunghwan ^c   Park, Kyoungsoo ^a  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b SK Telecom   (South Korea)

^c PRINCETON UNIVERSITY   (United States)

Author keywords

Caching; Cellular Networks; Deep Flow Inspection; Redundancy Elimination

Indexed keywords

BANDWIDTH CONSUMPTION; CACHING; CELLULAR BACKHAUL NETWORKS; CELLULAR NETWORK; CENTRALIZED ARCHITECTURE; DEEP FLOW INSPECTIONS; REDUNDANCY ELIMINATION; TRAFFIC CHARACTERISTICS;

BANDWIDTH; DAMAGE DETECTION; WORLD WIDE WEB;

REDUNDANCY;

EID: 84881163501     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2462456.2464442     Document Type: Conference Paper

References (47)

1. 3GPP LTE. http://www.3gpp.org/LTE, 2012.
2. ComWorth SwiftWing SIRIUS. http://www.comworth.com.sg/products/swiftwing- sirius-line-rate-capture-storage-system, 2012.
3. Endace DAG. http://www.endace.com/endace-dag-high-speed-packet-capture- cards.html, 2012.
4. Endace Intelligent Network Recoder. http://www.endace.com/endace-high- speed-packet-capture-probes.html, 2012.
5. Libzero for DNA: Zero-copy flexible packet processing on top of DNA. http://www.ntop.org/products/pf-ring/libzero-for-dna/, 2012.
6. Mobile operators risk backhaul gap in LTE networks. http://www. telecomstechnews.com/blog-hub/2013/feb/13/mobile-operators-risk-backhaul-gap-in- lte-networks/, 2012.
7. Napatech NT40/NT20. http://www.napatech.com/products/capture-adapters/ 1x40g-pcie-nt40e2-1-capture.html, 2012.
8. NPulse HammerHead. http://www.npulsetech.com/Products/HammerHead-Flow- Packet-Capture.aspx, 2012.
9. Perfecting policy control. http://www.ericsson.com/res/docs/whitepapers/ WP-e2e-policy-control.pdf, 2012.
10. AfreecaTV, Inc. http://www.afreeca.com/.
11. B. Agarwal, A. Akella, A. Anand, A. Balachandran, P. Chitnis, C. Muthukrishnan, R. Ramjee, and G. Varghese. EndRE: An end-system redundancy elimination service for enterprises. In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2010.
12. A. Anand, A. Gupta, A. Akella, S. Seshan, and S. Shenker. Packet caches on routers: The implications of universal redundant traffic elimination. In Proceedings of ACM SIGCOMM, 2008.
13. A. Anand, C. Muthukrishnan, A. Akella, and R. Ramjee. Redundancy in network traffic: Findings and implications. In Proceedings of the ACM SIGMETRICS, 2009.
14. A. Anand, V. Sekar, and A. Akella. SmartRE: An architecture for coordinated network-wide redundancy elimination. In Proceedings of ACM SIGCOMM, 2009.
15. ARA Networks, Inc. http://www.aranetworks.com/.
16. ARS Technica. The State of 4G: It's All about Congestion, not Speed. http://arstechnica.com/tech-policy/2010/03/faster-mobile-broadband-driven-by- congestion-not-speed/, 2010.
17. A. Badam, K. Park, V. S. Pai, and L. Peterson. HashCache: Cache storage for the next billion. In Proceedings of the USENIX Symposium on Networked Systems Design and Implementation (NSDI), 2009.
18. L. Breslau, P. Cue, P. Cao, L. Fan, G. Phillips, and S. Shenker. Web caching and zipf-like distributions: Evidence and implications. In Proceedings of IEEE INFOCOM, 1999.
19. J. Chesterfield, R. Chakravorty, J. Corwcroft, P. Rodriguez, and S. Banerjee. Experiences with multimedia streaming over 2.5G and 3G networks. In Proceedings of the International Conference on Broadband Communications, Networks, and Systems (BROADNETS), 2004.
20. Cisco, Inc. Cisco visual networking index: Global mobile data traffic for 2011-2016. http://www.cisco.com/en/US/solutions/collateral/ns341/ns525/ns537/ ns705/ns827/white-paper-c11-481360-ns827-Networking-Solutions-White-Paper.html, 2012.
21. M. E. Crovella and A. Bestavros. Self-similarity in World Wide Web traffic: evidence and possible causes. IEEE/ACM Transactions on Networking, 5(6):835-846, 1997.
22. J. Erman, A. Gerber, M. T. Hajiaghayi, D. Pei, S. Sen, and O. Spatscheck. To cache or not to cache: The 3G case. IEEE Internet Computing, 15(2):27-34, Mar. 2011.
23. J. Erman, A. Gerber, K. Ramakrishnan, S. Sen, and O. Spatscheck. Over the top video: The gorilla in cellular networks. In Proceedings of the ACM SIGCOMM Conference on Internet Measurement Conference (IMC), 2011.
24. R. Fielding, J. Gettys, J. Mogul, H. Frystyk, L. Masinter, P. Leach, and T. Berners-Lee. Hypertext Transfer Protocol - HTTP/1.1. RFC 2616, 1999.
25. F. Fusco and L. Deri. High speed network traffic analysis with commodity multi-core systems. In Proceedings of the ACM SIGCOMM Conference on Internet Measurement Conference (IMC), 2010.
26. S. Han, K. Jang, K. Park, and S. B. Moon. PacketShader: a GPU-accelerated software router. In Proceedings of ACM SIGCOMM, 2010.
27. S. Han, S. Marshall, B.-G. Chun, and S. Ratnasamy. MegaPipe: a new programming interface for scalable network I/O. In Proceedings of the USENIX Conference on Operating Systems Design and Implementation (OSDI), 2012.
28. S. Ihm and V. Pai. Towards understanding modern web traffic. In Proceedings of the ACM SIGCOMM Conference on Internet Measurement Conference (IMC), 2011.
29. M. Jurvansuu, J. Prokkola, M. Hanski, and P. Perala. HSDPA performance in live networks. In Proceedings of IEEE International Conference on Communications (ICC), 2007.
30. H. Krawczyk. LFSR-based hashing and authentication. In Proceedings of the 14th Annual International Cryptology Conference on Advances in Cryptology (CRYPTO), 1994.
31. G. Maier, A. Feldmann, V. Paxson, and M. Allman. On dominant characteristics of residential broadband Internet traffic. In Proceedings of the ACM SIGCOMM Conference on Internet measurement Conference (IMC), 2009.
32. G. Maier, F. Schneider, and A. Feldmann. A first look at mobile hand-held device traffic. In Proceedings of the Passive and Active Measurement (PAM), 2010.
33. I. Microsoft. MSDN: Introduction to receive-side scaling. http://msdn.microsoft.com/en-us/library/windows/hardware/ff556942%28v=vs.85%29. aspx, 2012.
34. Oversi, Inc. http://www.oversi.com/.
35. PeerApp, Inc. http://www.peerapp.com/.
36. A. Pesterev, J. Strauss, N. Zeldovich, and R. T. Morris. Improving network connection locality on multicore systems. In Proceedings of the ACM European Conference on Computer Systems (EuroSys), 2012.
37. F. Qian, J. Huang, J. Erman, Z. M. Mao, S. Sen, and O. Spatscheck. How to reduce smartphone traffic volume by 30%? In Proceedings of the Passive and Active Measurement (PAM), 2013.
38. F. Qian, K. S. Quah, J. Huang, J. Erman, A. Gerber, Z. M. Mao, S. Sen, and O. Spatscheck. Web caching on smartphones: Ideal vs. reality. In Proceedings of the ACM International Conference on Mobile Systems, Applications, and Services (MobiSys), 2012.
39. M.O. Rabin. Fingerprinting by random polynomials. Technical Report TR-15-81, Harvard University, 1981.
40. E. Seidel and E. Saad. LTE home node BS and its enhancements in release 9. http://www.nomor.de/uploads/fc/lp/fclpAIhtNJQ9zwyD957atQ/2010-05-LTE-HomeNB- Rel9-Overview.pdf, 2012.
41. R. Sommer, V. Paxson, and N. Weaver. An architecture for exploiting multi-core processors to parallelize network intrusion prevention. Concurrency and Computation: Practice and Experience, 21(10):1255-1279, 2009.
42. N. T. Spring and D. Wetherall. A protocol-independent technique for eliminating redundant network traffic. In Proceedings of ACM SIGCOMM, 2000.
43. The Cuttting Edge. U.S. could see $53 billion in 4G network investments in five years. http://www.thecuttingedgenews.com/index.php?article= 52617&pageid=28&pagename=Sci-Tech, 2011.
44. G. Vasiliadis, M. Polychronakis, and S. Ioannidis. MIDeA: A multi-parallel intrusion detection architecture. In Proceedings of the ACM Conference on Computer and Communications Security (CCS), 2011.
45. I. VerizonWireless. Verizon optimization deployment-terms & conditions. http://support.verizonwireless.com/terms/network-optimization.html, 2012.
46. S. Woo and K. Park. Scalable TCP session monitoring with symmetric receive-side scaling. http://www.ndsl.kaist.ac.kr/~shinae/papers/TR-symRSS.pdf, 2012.
47. E. Zohar, I. Cidon, and O. Mokryn. The power of prediction: Cloud bandwidth and cost reduction. In Proceedings of ACM SIGCOMM, 2011.