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This page contains a list of publications from research using CAIDA data. The purpose of this list is to provide insight into past uses of CAIDA data. We rely on researchers who download our data to comply with the Acceptable Use Policies of CAIDA datasets in reporting published papers and presentations to us. If you would like to report a publication or provide an update to information listed here, see our Data Publication Report Page. For a description of how we track down these publications see our procedure for locating publications using CAIDA data.
We would like to thank all researchers who reported their publications using CAIDA data, with a special thanks to Paolo Federico, Alberto Dainotti and Antonio Pescapè for reporting numerous publications.
For a previously collated list of papers referencing CAIDA's skitter project, see Publications referencing the skitter tool or data. For a list of all papers published by CAIDA authors, see Papers by CAIDA.
Anonymized Internet Traces
Ruohui Wang, ``Verifying Self-Simularity For Current Network Traffic'', Tech. rep., University of Wisconsin-Madison, December 2020.
Yu Zhou, Dai Zhang, Kai Gao, Chen Sun, Jiamin Cao, Yangyan Wang, Mingwei Xu, and Jianping We, ``Newton: intent-driven network traffic monitoring'', in CoNEXT 20: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, October 2020, p. (14 pages).
Pedro Reviriego and Solvatore Pontarelli, ``When Filtering is not Possible Caching Negatives with Fingerprints Comes to the Rescue'', in CoNEXT 20: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, October 2020, p. (8 pages).
Joel Hypolite, John Sonchack, Shlomo Hershkop, Nathan Dautenhahn, Andre DeHon, and Jonathan~M. Smith, ``DeepMatch: Practical Deep Packet Inspection in the Data Planeusing Network Processors'', in CoNEXT 20: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, October 2020, p. (15 pages).
Cha Hwan~Song, Pravein Govindan~Kannan, Byan Kian Hsiang~Low, and Mun Choon~Chan, ``FCM-Sketch: Generic Network Measurementswith Data Plane Support'', in CoNEXT 20: Proceedings of the 16th International Conference on emerging Networking EXperiments and Technologies, October 2020, p. (15 pages).
Liangcheng Yu, John Sonchack, and Vincent Liu, ``Mantis: Reactive Programmable Switches'', in Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, July 2020, p. (14 pages).
M. Rzepka, P. Borylo, A. Lason, and A. Szymanski, ``PARD: Hybrid Proactive and Reactive Method Eliminating Flow Setup Latency in SDN'', Journal of Network and Systems Management, vol. 28, pp. 1547--1574, July 2020.
Alon Rashelbach, Ori Rottenstreich, and Mark Silberstein, ``A Computational Approach to Packet Classification'', in Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, July 2020, p. (15 pages).
Junzhi Gong, Yuliang Li, Bilal Anwer, Aman Shaikh, and Minlan Yu, ``Microscope: Queue-based Performance Diagnosis for Network Functions'', in Proceedings of the Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies, architectures, and protocols for computer communication, July 2020, p. (14 pages).
X. Chen, S. Landau-Feibish, M. Braverman, and J. Rexford, ``BeauCoup: Answering Many Network Traffic Queries, One Memory Update at a Time'', in Annual conference of the ACM Special Interest Group on Data Communication on the applications, technologies. July 2020, pp. 226--239, ACM.
B. Turkovic, J. Oostenbrink, F.A. Kuipers, I. Keslassy, and A. Orda, ``Sequential zeroing: Online heavy-hitter detection on programmable hardware'', in IFIP Networking, June 2020.
I. Sarker, ``Cybersecurity Data Science: An Overview from Machine Learning Perspective'', Tech. rep., preprints.org, June 2020.
G. Grigoryan, Y. Liu, and M. Kwon, ``Boosting FIB caching performance with aggregation'', in Proc. Intl Symp. on High-Performance Parallel and Distributed Computing (HPDC), June 2020, pp. 221--232.
R.~B. Basat, X. Chen, G. Einziger, S.~L. Feibish, D. Raz, and M Yu, ``Routing Oblivious Measurement Analytics'', in 2020 IFIP Networking Conference. June 2020, pp. 449--457, arXiv.
D. Ding, M. Savi, and D. Siracusa, ``Estimating Logarithmic and Exponential Functions to Track Network Traffic Entropy in P4'', in NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium. April 2020, pp. 1--9, IEEE.
Tadeusz Czachorski, Erol Gelenbe, Godlove Kuaban~Suila, and Dariusv Marek, ``Dynamics of Software Defined Networks: Diffusion Models'', Tech. rep., Researchgate.net, April 2020.
A. Oeldemann, F. Biersack, T. Wild, and A. Herkersdorf, ``Inter-server RSS: Extending receive side scaling for inter-server workload distribution'', in Euromicro Intl Conf. on Parallel, Distributed and Network-Based Processing (PDP), March 2020, pp. 1--1.
M. Mitzenmacher, S. Pontarelli, and P. Reviriego, ``Adaptive cuckoo filters'', ACM J. Exp. Algorithms, vol. 25, no. 1, March 2020.
D. Ding, M. Savi, G. Antichi, and D. Siracusa, ``An Incrementally-deployable P4-enabled Architecture for Network-wide Heavy-hitter Detection'', in IEEE Transactions on Network and Service Management. March 2020, vol. 17.1, pp. 75--88, IEEE.
T. Levai, F. Nemeth, B. Raghavan, and G. Retvari, ``Batchy: Batch-scheduling data flow graphs with service-level objectives'', in USENIX NSDI, February 2020, p. (18 pages).
Toa Wang, Hang Zhu, Fabian Ruffym, Xin Jin, Anirudh Sivaraman, Dan Ports, and Aurojit Panda, ``Multitenancy for fast and programmable networks in the cloud'', in 12th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2020, co-located with USENIX ATC 2020, January 2020, p. (8 pages).
P. Reviriego, J. Martinez, and S. Pontarelli, ``Improving packet flow counting with fingerprint counting'', IEEE Comm. Lett., vol. 24, no. 1, pp. 76--80, January 2020.
You Zhou, Youlin Zhang, Chaoyi Ma, Shigang Chen, and Olufemi O.~Odegbile, ``Generalized Sketch Families for Network TrafficMeasurement'', Proceedings of the ACM on Measurement and Analysis of Computing Systems, p. (34 pages), December 2019.
Nikita Ivkin, Zhuolong Yu, Vladimir Braverman, and Xin Jin, ``QPipe: quantiles sketch fully in the data plane'', in CoNEXT 19: Proceedings of the 15th International Conference on Emerging Networking Experiments And Technologies, December 2019, p. (7 pages).
Nikita Ivkin, Ran Ben~Basat, Zaoxing Liu, Gil Einziger, Roy Friedman, and Vladimir Braverman, ``I Know What You Did Last Summer: Network Monitoring using Interval Queries'', Proceedings of the ACM on Measurement and Analysis of Computing Systems, p. (28 pages), December 2019.
C.A. Gomez, X. Wang, and A. Shami, ``Intelligent active queue management using explicit congestion notification'', in IEEE Global Comm. Conf. (GLOBECOM), December 2019, p. (6 pages).
X. Chen, S.~L. Feibish, Y. Koral, J. Rexford, O. Rottenstreich, S.~A. Monetti, and T.~Y. Wang, ``Fine-grained queue measurement in the data plane'', in 15th International Conference on Emerging Networking Experiments And Technologies. December 2019, pp. 15--29, ACM.
T. Yang, H. Zhang, H. Li, J. Gong, S. Uhlig, S. Chen, L. Uden, and X. Li, ``HeavyKeeper: An accurate algorithm for finding top-k elephant flows'', IEEE/ACM Trans. on Networking, vol. 27, no. 5, pp. (14 pages), October 2019.
Philipp Richter and Arthur Berger, ``Scanning the Scanners: Sensing the Internet from a MassivelyDistributed Network Telescope'', in IMC 19: Proceedings of the Internet Measurement Conference, October 2019, p. (14 pages).
M.D. Iannacone and R.A. Bridges, ``Quantifiable and comparable evaluations of cyber defensive capabilities: A survey and novel, unified approach'', Tech. rep., arxiv.org, October 2019.
J. Xu, ``READ: a three-communicating-stage distributed super points detections algorithm'', Tech. rep., arxiv.org, July 2019.
M.A.S. Monge, Knowledge acquisition for autonomic network management in emerging self-organizing architectures, Ph.D. thesis, Univ. of Madrid, June 2019.
N. Ivkin, E. Liberty, K. Lang, Z. Karnin, and V. Braverman, ``Streaming quantiles algorithms with small space and update time'', Tech. rep., arxiv.org, June 2019.
D. Ding, M. Savi, G. Antichi, and D. Siracusa, ``Incremental deployment of programmable switches for network-wide heavy-hitter detection'', in 2019 IEEE Conference on Network Softwarization (NetSoft). June 2019, pp. 160--168, IEEE.
A. Lazaris and V.~K. Prasanna, ``An LSTM Framework For Modeling Network Traffic'', in IFIP/IEEE Symp. on Integrated Network and Service Management (IM), May 2019, p. (6 pages).
C.-Y. Hsu, P. Indyk, D. Katabi, and A. Vakilian, ``Learning-based frequency estimation algorithms'', in Intl Conf. on Learning Representations, May 2019, p. (20 pages).
F.I.A. Shaikh, Security framework for the Internet of Things leveraging network telescopes and machine learning, Ph.D. thesis, Univ. of South Florida, April 2019.
J.L.J. Dautrich and C.V. Ravishankar, ``Inferring insertion times and optimizing error penalties in time-decaying Bloom filters'', ACM Trans, on Database Systems (TODS), vol. 44, no. 2, pp. (32 pages), April 2019.
R. Cohen and Y. Nezri, ``Cardinality estimation in a virtualized network device using online machine learning'', Tech. rep., arxiv.org, March 2019.
B. Turkovic, J. Oostenbrink, and F. Kuipers, ``Detecting heavy hitters in the data-plane'', Tech. rep., arxiv.org, February 2019.
A. Narayan, ``The design and implementation of a congestion control plane'', M.S. thesis, Massachusetts Inst. of Technology, February 2019.
Jose~Luis Garcia-Dorado and Javier Aracil, ``Flow-concurrence and bandwidth ratio on the Internet'', Computer Communications, vol. 136, pp. 43 -- 52, February 2019.
Z. Zhuang, J. Wang, Q. Qi, H. Sun, and J. Liao, ``Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach'', IEEE Systems J., p. (12 pages), January 2019.
S. Zhang, Y. Zhang, L. Yin, T. Yuan, Z. Wu, and H. Luo, ``Mining Frequent Items Over the Distributed Hierarchical Continuous Weighted Data Streams in Internet of Things'', IEEE Access, vol. 7, pp. (9 pages), January 2019.
Y. Yang, J. Eo, G.~W. Kim, J.~Y. Kim, S. Lee, J. Seo, W.~W. Song, and B.~G. Chun, ``Apache Nemo: A Framework for Building Distributed Dataflow Optimization Policies'', in USENIX, January 2019, p. (15 pages).
T. Yang, J. Xu, X. Liu, P. Liu, L. Wang, J. Bi, and X. Li, ``A Generic Technique for Sketches to Adapt to Different Counting Ranges'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).
S. Wang, J. Bi, C. Sun, and Y. Zhou, ``Prophet: Real-time Queue Length Inference in Programmable Switches'', in ACM Symp. on SDN Research, January 2019, p. (2 pages).
L. Tang, Q. Huang, and P.~P.~C. Lee, ``MV-Sketch: A Fast and Compact Invertible Sketch for Heavy Flow Detection in Network Data Streams'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).
M. Park and T.~V. Phan, ``Efficient Distributed Denial-of-Service Attack Defense in SDN-Based Cloud'', IEEE Access, vol. 7, pp. (14 pages), January 2019.
M.~M. Oo, S. Kamolphiwong, T. Kamolphiwong, and S. Vasupongayya, ``Advanced Support Vector Machine- (ASVM-) Based Detection for Distributed Denial of Service (DDoS) Attack on Software Defined Networking (SDN)'', Journal of Computer Networks and Communications, p. (12 pages), January 2019.
F. Nasirian, F.~M. Pajouh, and J. Namayanja, ``Exact algorithms for the minimum cost vertex blocker clique problem'', Computers and Operations Research, vol. 103, pp. (13 pages), January 2019.
L. Luo, D. Guo, X. Zhao, J. Wu, O. Rottenstreich, and X. Luo, ``Near-accurate multiset reconciliation'', IEEE Trans. on Knowledge and Data Engineering, vol. 31, pp. (13 pages), January 2019.
P. Liu, A.~R. Benson, and M. Charikar, ``Sampling Methods for Counting Temporal Motifs'', in Twelfth ACM Intl Conf. on Web Search and Data Mining, January 2019, vol. 12, p. (9 pages).
Y.~B. Lin, C.~C. Huang, and S.~C. Tsai, ``A SDN Soft Computing Application for Detecting Heavy Hitters'', IEEE Transactions on Industrial Informatics, p. (9 pages), January 2019.
H. Lin and C.~L. Wang, ``Efficient low-latency packet processing using On-GPU Thread-Data Remapping'', Journal of Parallel and Distributed Computing, vol. 133, pp. (11 pages), January 2019.
J. Li, H. Luo, S. Zhang, H. Li, and F. Yan, ``Design and implementation of efficient control for incoming inter-domain traffic with Information-Centric Networking'', Journal of Network and Computer Applications, vol. 133, pp. (16 pages), January 2019.
R. Leira, L. Gifre, I. Gonzalez, J.~E. Lopez~de Vergara, and J. Aracil, ``Wormhole: a novel big data platform for 100 Gbit/s network monitoring and beyond'', in 2019 22nd Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), January 2019, vol. 22, p. (5 pages).
R. Leira, G. Julian-Moreno, I. Gonzalez, F.~J. Gomez-Arribas, and J.~E. Lopez~de Vergara, ``Performance assessment of 40 Gbit/s off-the-shelf network cards for virtual network probes in 5G networks'', Computer Networks, vol. 152, pp. (13 pages), January 2019.
A.~C. Lapolli, J.~A. Marques, and L.~P. Gaspary, ``Offloading Real-time DDoS Attack Detection to Programmable Data Planes'', in IFIP/IEEE Symp. on Integrated Network and Service Management (IM), January 2019, p. (9 pages).
H. Hu, X. Zhai, M. Wang, and G. Hu, ``Graph analysis of network flow connectivity behaviors'', Turkish Journal of Electrical Engineering and Computer Science, vol. 27, pp. (17 pages), January 2019.
L. Gupta, R. Jain, A. Erbad, and D. Bhamare, ``The P-ART framework for placement of virtual network services in a multi-cloud environment'', Computer Communications, vol. 139, pp. (19 pages), January 2019.
G. Fragkouli, K. Argyraki, and B. Ford, ``MorphIT: Morphing Packet Reports for Internet Transparency'', in Proceedings on Privacy Enhancing Technologies, January 2019, Proceedings on Privacy Enhancing Technologies, p. (16 pages).
V.T. Dang, T.T. Huong, H.T. Nguyen, N.N. Pham, N.T. Nguyen, and A. Marshall, ``SDN-based SYN proxy-A solution to enhance performance of attack mitigation under TCP SYN flood'', The Computer J., vol. 62, January 2019.
M. Czekaj and E. Jamro, ``Flow caching effectiveness in packet forwarding applications'', Computer Science Journal, vol. 20, pp. (19 pages), January 2019.
J. Cao, X. Yang, and Y. Wang, ``A Hybrid Privacy Preserving against Multi-attacks for Network Data Publication'', in International Computer Science and Applications Conference (ICSAC 2019), January 2019, p. (5 pages).
M. Cafaro, I. Epicoco, and M. Pulimeno, ``CMSS: Sketching based reliable tracking of large network flows'', Future Generation Computer Systems, vol. 101, pp. (14 pages), January 2019.
R.~B. Basat, X. Chen, G. Einziger, R. Friedman, and Y. Kassner, ``Randomized Admission Policy for Efficient Top-k, Frequency, and Volume Estimation'', IEEE/ACM Transactions on Networking, p. (14 pages), January 2019.
A. Alsirhani, S. Sampalli, and P. Bodorik, ``DDoS detection system: Using a set of classification algorithms controlled by fuzzy logic system in Apache Spark'', IEEE Trans. on Network and Service Management, p. (14 pages), January 2019.
T. Alonso, M. Ruiz, G. Sutter, S. Lopez-Buedo, and J.~E. Lopez~de Vergara, ``Towards 100 GbE FPGA-Based Flow Monitoring'', in 2019 X Southern Conference on Programmable Logic (SPL), January 2019, vol. 10, p. (8 pages).
M. Alasmar, G. Parisis, R. Clegg, and N. Zakhleniu, ``On the Distribution of Traffic Volumes in the Internet and its Implications'', in IEEE INFOCOM 2019 - IEEE Conference on Computer Communications, January 2019, p. (9 pages).
M. Aamir and S.~M.~A. Zaidi, ``DDoS attack detection with feature engineering and machine learning: the framework and performance evaluation'', International Journal of Information Security, p. (25 pages), January 2019.
Z. Zhao, X. Shi, X. Yin, and Z. Wang, ``HashFlow for better flow record collection'', Tech. rep., arxiv.org, December 2018.
J. Xu, W. Ding, and X. Hu, ``VATE: a trade-off between memory and preserving time for high accuracy cardinalities estimation under sliding time window'', Tech. rep., arxiv.org, December 2018.
A. Bayati, K.~K. Nguyen, and M. Cheriet, ``Multiple-step-ahead traffic prediction in high-speed networks'', IEEE Comm. Lett., vol. 22, no. 12, pp. 2447--2450, December 2018.
F. Pacheco, E. Exposito, M. Gineste, C. Baudoin, and J. Aguilar, ``Towards the deployment of machine learning solutions in network traffic classification: A systematic survey'', IEEE Comm. Surveys and Tutorials, vol. 21, no. 2, pp. 1988--2014, November 2018.
A.Y. Nur, The implications of the Internets topological structure for its efficiency, security, and reliability, Ph.D. thesis, Univ. of Louisiana at Lafayette (ProQuest Publ.), November 2018.
P. Fondo-Ferreiro, M. Rodriguez-Perez, M. Fernandez-Veiga, and S. Herreria-Alonso, ``Matching SDN and legacy networking hardware for energy efficiency and bounded delay'', Sensors, vol. 18, no. 11, pp. (23 pages), November 2018.
D. Engel and T.W. Malone, ``Integrated information as a metric for group interaction'', Plos One, vol. 13, no. 10, pp. (19 pages), November 2018.
N. Wu, S. Tseng, and A. Tang, ``Accurate rate-aware flow-level traffic splitting'', in Allerton Conf. on Communication, Control, and Computing, October 2018, pp. 774--783.
P. Liu, A. Benson, and M. Charikar, ``A sampling framework for counting temporal motifs'', Tech. rep., arxiv.org, October 2018.
A. Gupta, Flexible and scalable systems for network management, Ph.D. thesis, Princeton Univ., October 2018.
H. Dai, M. Li, and A. Liu, ``Finding persistent items in distributed datasets'', in Conf. on Computer Communications (INFOCOM), October 2018, pp. 1403--1411.
M. Brandt, T. Dai, A. Klein, H. Shulman, and M. Waidner, ``Domain validation++ for MitM-resilient PKI'', in ACM SIGSAC Conf. on Computer and Communications Security, October 2018, pp. 2060--2076.
Z. Zhang, Q. Qin, L. Ma, K. Poularakis, F. Le, K.K. Leung, S. Kompella, and L. Tassiulas, ``Routing performance in distributed SDN under synchronization constraint'', Tech. rep., dais-ita.org, September 2018.
T. Yang, J. Gong, H. Zhang, L. Zou, L. Shi, and X. Li, ``HeavyGuardian: Separate and guard hot items in data streams'', in ACM SIGKDD Intl Conf. on Knowledge Discovery and Data Mining, August 2018, pp. 2584--2593.
D. Ting, ``Count-Min: Optimal estimation and tight error bounds using empirical error distributions'', in Conf. on Knowledge Discovery and Data Mining (SIGKDD), August 2018, pp. 2319--2328.
K. Kostas, ``Anomaly detection in networks using machine learning'', M.S. thesis, Univ. of Essex, August 2018.
A. Gupta, R. Harrison, M. Canini, N. Feamster, J. Rexford, and W. Willinger, ``Sonata: query-driven streaming network telemetry'', in Conf. on Special Interest Group on Data Communication, August 2018, pp. 357--371.
Z. Cheng, Q. Huang, and P.P.C. Lee, ``On the performance and convergence of distributed stream processing via approximate fault tolerance'', Tech. rep., arxiv.org, August 2018.
C. Chen, Infrastructure-based anonymous communication protocols in future internet architectures, Ph.D. thesis, Carnegie Mellon Univ, August 2018.
H. Wu, H.C. Hsiao, D.E. Asoni, S. Scherrer, A. Perrig, and Y.C. Hu, ``CLEF: Limiting the damage caused by large flows in the Internet core (technical report)'', Tech. rep., arxiv.org, July 2018.
I. Sharafaldin, A.H. Lashkari, and A.A. Ghorbani, ``A detailed analysis of the CICIDS2017 data set'', in Intl Conf. on Information Systems Security and Privacy, July 2018, pp. 172--188.
J. Lee, D. Choi, and L Sael, ``CTD: Fast, accurate, and interpretable method for static and dynamic tensor decompositions'', PLOS One, vol. 13, no. 7, pp. (18 pages), July 2018.
G. Grigoryan and Y. Yaoqing~Liu, ``PFCA: a programmable FIB caching architecture'', in Symp. on Architectures for Networking and Communications Systems (ANCS), July 2018, pp. 97--103.
M. Goehring, H. Shulman, and M. Waidner, ``Path MTU discovery considered harmful'', in Conf. on Distributed Computing Systems (ICDCS), July 2018.
P.F. Ferreiro, ``Energy-efficient carrier SDN networks'', M.S. thesis, Univ. of Vigo, July 2018.
P. Fondo-Ferreiro, M. Rodriguez-Perez, and M. Fernandez-Veiga, ``Implementing energy saving algorithms for ethernet link aggregates with ONOS'', in Conf. on Software Defined Systems (SDS), June 2018, p. (8 pages).
K. Arthur-Durett, T.~E. Carroll, and S. Chikkagoudar, ``Discovering significant co-occurrences to characterize network behaviors'', in Intl Conf. on Human Interface and the Management of Information, June 2018, vol. 10904 of Lecture Notes in Computer Science, pp. 609--623.
A Aral and T. Ovatman, ``A decentralized replica placement algorithm for edge computing'', Trans. on Network and Service Management, vol. 15, no. 2, pp. 516--529, June 2018.
Y. Yu, Ultra-fast and memory-efficient lookups for cloud, networked systems, and massive data management, Ph.D. thesis, Univ. of Kentucky, May 2018.
A. Lengvinas, ``Investigation of Internet traffic anomalies by application of neural networks'', M.S. thesis, Vilnius Univ., May 2018.
J. Kucera, D.A. Popescu, G. Antichi, J. Korenek, and A.W. Moore, ``Seek and Push: Detecting large traffic aggregates in the dataplane'', Tech. rep., arxiv.org, May 2018.
V. Kirilin and S. Gorinsky, ``A protocol-ignorance perspective on incremental deployability of routing protocols'', in IFIP Networking Conf. (NETWORKING), May 2018, p. (9 pages).
T.R. Glass-Vanderlan, M.E. Iannacone, M.S. Vincent, Q. Chen, and R.A. Bridges, ``A survey of Intrusion Detection Systems leveraging host data'', Tech. rep., arxiv.org, May 2018.
O. Zoder, ``Real-time detection of communication with blacklisted network hosts'', Tech. rep., Masaryk Univ., April 2018.
J. Suarez-Varela and P. Barlet-Ros, ``Flow monitoring in Software-Defined Networks: Finding the accuracy/performance tradeoffs'', Computer Networks, vol. 135, pp. 289--301, April 2018.
John. Sonchack, A. Aviv, E. Keller, and J. Smith, ``Turboflow: information rich flow record generation on commodity switches'', in EuroSys Conf., April 2018, p. (16 pages).
A.K. Marnerides, D.P. Pezaros, and D. Hutchison, ``Internet traffic characterisation: Third-order statistics and higher-order spectra for precise traffic modelling'', Computer Networks, vol. 134, pp. 183--201, April 2018.
N. Dao, D. Vu, Y. Lee, S. Cho, C. Cho, and H. Kim, ``Pattern-identified online task scheduling in multitier edge computing for industrial IoT services'', Mobile Information Systems, vol. 2018, pp. (9 pages), April 2018.
C. Bocovich and I. Goldberg, ``Secure asymmetry and deployability for decoy routing systems'', Proc. on Privacy Enhancing Technologies, vol. 2018, no. 3, pp. 43--62, April 2018.
L. Zhu, X. Tang, M. Shen, X. Du, and M. Guizani, ``Privacy-preserving DDoS attack detection using cross-domain traffic in Software Defined Networks'', IEEE J. on Selected Areas in Communications, vol. 36, no. 3, pp. 628--643, March 2018.
R. Harrison, Q. Cai, A. Gupta, and J. Rexford, ``Network-wide heavy hitter detection with commodity switches'', in Symp. on SDN Research, March 2018, p. (3 pages).
O. Alipourfard, M. Moshref, Y. Zhou, T. Yang, and M. Yu, ``A comparison of performance and accuracy of measurement algorithms in software'', in Symp. on SDN Research, March 2018, p. (14 pages).
J. Vidal, A. Orozco, and L. Villalba, ``Adaptive artificial immune networks for mitigating DoS flooding attacks'', Swarm and Evolutionary Computation, vol. 38, pp. 94--108, February 2018.
S. Mastorakis, T. Ahmed, and J. Pisharath, ``ISA-based trusted network functions and server applications in the untrusted cloud'', Tech. rep., arxiv.org, February 2018.
A. Lucchesi, A. Drummond, and G. Teodoro, ``High-performance IP lookup using Intel Xeon Phi: a Bloom filters based approach'', J. of Internet Services and Applications, vol. 9, no. 3, pp. (18 pages), February 2018.
P. Goyal, A. Narayan, F. Cangialosi, D. Raghavan, S. Narayana, M. Alizadeh, and H. Balakrishnan, ``Elasticity detection: A building block for Internet congestion control'', Tech. rep., arxiv.org, February 2018.
C. Chen, D. Asoni, A. Perrig, D. Barrera, G. Danezis, and C. Troncoso, ``TARANET: Traffic-analysis resistant anonymity at the NETwork layer'', Tech. rep., arxiv.org, February 2018.
Y. Zhou, J. Bi, T. Yang, K. Gao, C. Zhang, J. Cao, and J. Wang, ``KeySight: Troubleshooting programmable switches via scalable high-coverage behavior tracking'', in Intl Conf. on Network Protocols (ICNP), January 2018, vol. 26, p. (11 pages).
A. Zhou, H. Zhu, L. Liu, and C. Zhu, ``Detection of super nodes based on connection metrics for network data streams'', in IEEE Intl Conf on Big Data Analysis (ICBDA), January 2018, vol. 3, p. (6 pages).
A. Zhou, L. Liu, H. Zhu, C. Zhu, and L. Chen, ``Parallel Sketch Based Super Node Detection with Traceability'', Chinese Journal of Electronics, vol. 27, pp. (8 pages), January 2018.
C. Zhang, Y. Feng, H. Song, Y. Wan, W. Xu, Y. Wang, H. Dai, Y. Li, and B. Lin, ``OBMA: Minimizing Bitmap Data Structure with Fast and Uninterrupted Update Processing'', in IEEE/ACM Intl Symp. on Quality of Service (IWQoS), January 2018, vol. 26, p. (6 pages).
T. Yang, J. Jiang, P. Liu, Q. Huang, J. Gong, Y. Zhou, R. Miao, X. Li, and S. Uhlig, ``Elastic sketch: adaptive and fast network-wide measurements'', in ACM Special Interest Group on Data Communication, January 2018, p. (15 pages).
N. Wu, Y. Bi, N. Michael, A. Tang, J.C. Doyle, and N. Matni, ``A Control-Theoretic Approach to In-Network Congestion Management'', IEEE/ACM Trans. on Networking, vol. 26, pp. (14 pages), January 2018.
J. Wu, Y. Chen, and H. Zheng, ``Approximation algorithms for dependency-aware rule-caching in Software-Defined Networks'', in IEEE Global Comm. Conf. (GLOBECOM), January 2018, p. (6 pages).
H. Wu, H.C. Hsiao, D.E. Asoni, S. Scherrer, A. Perrig, and Y.C. Hu, ``CLEF: Limiting the Damage Caused by Large Flows in the Internet Core'', in Intl Conf. on Cryptology and Network Security, January 2018, p. (20 pages).
Z. Wang, C. Zhou, Y. Yu, S. Xingang, X. Yin, and J. Yao, ``Fast detection of heavy hitters in Software Defined Networking using an adaptive and learning method'', in Intl Conf. on Cloud Computing and Security, January 2018, p. (12 pages).
P. Velarde-Alvarado, R. Martinez-Pelaez, L. Mena-Camare, A. Ochoa-Brust, and A. Iriarte-Solis, ``Design of a Traffic Generation Platform for Offline Evaluation of NIDS'', in Intl Conf. On Advances In Computing, Control And Networking, January 2018, vol. 8, p. (6 pages).
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Topology with BGP
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