LEADER 05597nam 2200481 450 001 996549370303316 005 20220831164151.0 010 $a981-16-8324-7 010 $a981-16-8325-5 010 $a981-16-8325-5 035 $a(MiAaPQ)EBC6827684 035 $a(Au-PeEL)EBL6827684 035 $a(CKB)20151634200041 035 $a(OCoLC)1289368542 035 $a(PPN)259391123 035 $a(EXLCZ)9920151634200041 100 $a20220831d2021 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNetwork behavior analysis $emeasurement, models, and applications /$fKuai Xu 210 1$aSingapore :$cSpringer,$d[2021] 210 4$dİ2021 215 $a1 online resource (170 pages) 311 08$aPrint version: Xu, Kuai Network Behavior Analysis Singapore : Springer Singapore Pte. Limited,c2022 9789811683244 327 $aIntro -- Preface -- Acknowledgements -- Contents -- 1 Introduction -- 1.1 What is Network Behavior Analysis -- 1.2 Network Behavior Measurement and Modeling -- 1.3 Benefits of Network Behavior Analysis -- 1.4 Book Overview and Organization -- References -- 2 Background of Network Behavior Analysis -- 2.1 Internet Measurement and Analysis -- 2.2 Data Collection for Network Behavior Analysis -- 2.3 Preliminaries of Network Behavior Analysis -- 2.3.1 Information Theory and Entropy -- 2.3.2 Graphical Analysis -- References -- 3 Behavior Modeling of Network Traffic -- 3.1 Behavior-Oriented Network Traffic Modeling -- 3.1.1 What is Network Behavior -- 3.1.2 Traffic Features in Network Behavior -- 3.1.3 Behavioral Entities -- 3.1.4 Real-World Network Traffic Datasets -- 3.2 Identifying Significant Behavioral Entities -- 3.2.1 Significant Behavioral Entities -- 3.2.2 Adaptive Thresholding Algorithm -- 3.2.3 Extracting Significant Traffic Clusters -- 3.3 Network Behavior Modeling -- 3.3.1 Network Behavior Modeling -- 3.3.2 Network Behavior Classifications -- 3.4 Network Behavior Dynamics -- 3.4.1 Temporal Properties of Behavior Classes -- 3.4.2 Behavior Dynamics of Individual Clusters -- 3.5 Summary -- References -- 4 Structural Modeling of Network Traffic -- 4.1 Communication Structure Analysis -- 4.1.1 Dominant State Analysis -- 4.1.2 Communication Structure of Networked Systems and Internet Applications -- 4.2 Exploring More Traffic Features -- 4.3 Summary -- References -- 5 Graphical Modeling of Network Traffic -- 5.1 Cluster-Aware Network Behavior Analysis -- 5.2 Modeling Host Communications with Bipartite Graphs and One-Mode Projections -- 5.3 Similarity Matrices and Clustering Coefficient of One-Mode Projection Graphs -- 5.3.1 Similarity Matrices -- 5.3.2 Clustering Coefficients -- 5.4 Discovering Behavior Clusters via Clustering Algorithms. 327 $a5.4.1 Partitioning Similarity Matrix with Spectral Clustering Algorithm -- 5.4.2 Clustering Analysis of Internet Applications -- 5.5 Traffic Characteristics and Similarity of Behavior Clusters -- 5.5.1 Making Sense of End-Host Behavior Clusters -- 5.5.2 Distinct Traffic Characteristics of Behavior Clusters -- 5.5.3 Exploring Similarity of Internet Applications -- 5.6 Summary -- References -- 6 Real-Time Network Behavior Analysis -- 6.1 Real-Time Network Measurement and Monitoring -- 6.2 Real-Time System for Network Behavior Analysis -- 6.2.1 Design Guidelines -- 6.2.2 System Architecture -- 6.2.3 Key Implementation Details -- 6.3 Performance Evaluation -- 6.3.1 Benchmarking -- 6.3.2 Stress Test -- 6.4 Sampling and Filtering -- 6.4.1 Random Sampling -- 6.4.2 Profiling-Aware Filtering -- 6.5 Summary -- References -- 7 Applications -- 7.1 Profiling Internet Traffic -- 7.1.1 Server/Service Behavior Profiles -- 7.1.2 Heavy-Hitter Host Behavior Profiles -- 7.1.3 Scan/Exploit Profiles -- 7.1.4 Deviant or Rare Behaviors -- 7.2 Reducing Unwanted Traffic on the Internet -- 7.2.1 Unwanted Exploit Traffic on the Internet -- 7.2.2 Characteristics of Unwanted Exploit Traffic -- 7.2.3 Strategies of Reducing Unwanted Traffic -- 7.2.4 Sequential Behavior Analysis -- 7.3 Cluster-Aware Applications of Network Behavior Analysis -- 7.3.1 End-Host Network Behavior Clusters -- 7.3.2 Network Application Behavior Clusters -- 7.4 Summary -- References -- 8 Research Frontiers of Network Behavior Analysis -- 8.1 Network Behavior Analysis in the Cloud -- 8.1.1 Background -- 8.1.2 Profiling-as-a-Service in the Cloud -- 8.1.3 Architecture of Profiling-as-a-Service for Network Behavior Analysis -- 8.1.4 Designing the Profiling-as-a-Service Infrastructure -- 8.2 Network Behavior Analysis in Smart Homes -- 8.2.1 Background -- 8.2.2 Traffic Monitoring Platform for Home Networks. 327 $a8.2.3 Characterizing Home Network Traffic -- 8.2.4 Unwanted Traffic Towards Home Networks -- 8.3 Network Behavior Analysis for Internet of Things -- 8.3.1 Background -- 8.3.2 IoT Traffic Measurement and Monitoring -- 8.3.3 An IoT Traffic Measurement Framework via Programmable Edge Routers -- 8.3.4 Multidimensional Behavioral Profiling of IoT Devices -- 8.3.5 Exploring the Applications of Multidimensional Behavioral Profiling -- 8.4 Summary -- References. 606 $aInternet$xManagement 606 $aComputer networks$xManagement 615 0$aInternet$xManagement. 615 0$aComputer networks$xManagement. 676 $a004.678 700 $aXu$b Kuai$01080936 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996549370303316 996 $aNetwork behavior analysis$93558726 997 $aUNISA LEADER 04347nam 2200853Ia 450 001 9910964653503321 005 20200520144314.0 010 $a9786612569135 010 $a9781282569133 010 $a1282569139 010 $a9781400834648 010 $a1400834643 024 7 $a10.1515/9781400834648 035 $a(CKB)2550000000011889 035 $a(EBL)537633 035 $a(OCoLC)642206030 035 $a(SSID)ssj0000412458 035 $a(PQKBManifestationID)11281106 035 $a(PQKBTitleCode)TC0000412458 035 $a(PQKBWorkID)10365985 035 $a(PQKB)11617151 035 $a(StDuBDS)EDZ0000406700 035 $a(MdBmJHUP)muse36912 035 $a(DE-B1597)446994 035 $a(OCoLC)979579033 035 $a(DE-B1597)9781400834648 035 $a(Au-PeEL)EBL537633 035 $a(CaPaEBR)ebr10386054 035 $a(CaONFJC)MIL256913 035 $a(PPN)187955069 035 $a(Perlego)734826 035 $a(MiAaPQ)EBC537633 035 $a(FR-PaCSA)88803082 035 $a(FRCYB88803082)88803082 035 $a(EXLCZ)992550000000011889 100 $a20100107d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 10$aBalancing the banks $eglobal lessons from the financial crisis /$fMathias Dewatripont, Jean-Charles Rochet, and Jean Tirole; translated by Keith Tribe 205 $aCourse Book 210 $aPrinceton $cPrinceton University Press$dc2010 215 $a1 online resource (149 p.) 300 $aDescription based upon print version of record. 311 08$a9780691168197 311 08$a0691168199 311 08$a9780691145235 311 08$a0691145237 320 $aIncludes bibliographical references and index. 327 $t Frontmatter -- $tContents -- $tAcknowledgments -- $tCHAPTER 1 Introduction / $rDewatripont, Mathias / Rochet, Jean-Charles / Tirole, Jean -- $tCHAPTER 2 Lessons from the Crisis / $rTirole, Jean -- $tCHAPTER 3. The Future of Banking Regulation / $rRochet, Jean-Charles -- $tCHAPTER 4. The Treatment of Distressed Banks / $rDewatripont, Mathias / Rochet, Jean-Charles -- $tReferences -- $tIndex 330 $aThe financial crisis that began in 2007 in the United States swept the world, producing substantial bank failures and forcing unprecedented state aid for the crippled global financial system. Bringing together three leading financial economists to provide an international perspective, Balancing the Banks draws critical lessons from the causes of the crisis and proposes important regulatory reforms, including sound guidelines for the ways in which distressed banks might be dealt with in the future. While some recent policy moves go in the right direction, others, the book argues, are not sufficient to prevent another crisis. The authors show the necessity of an adaptive prudential regulatory system that can better address financial innovation. Stressing the numerous and complex challenges faced by politicians, finance professionals, and regulators, and calling for reinforced international coordination (for example, in the treatment of distressed banks), the authors put forth a number of principles to deal with issues regarding the economic incentives of financial institutions, the impact of economic shocks, and the role of political constraints. Offering a global perspective, Balancing the Banks should be read by anyone concerned with solving the current crisis and preventing another such calamity in the future. 606 $aBanks and banking$xGovernment policy 606 $aBanks and banking$xState supervision 606 $aGlobal Financial Crisis, 2008-2009 606 $aFinancial crises$xHistory$y21st century 615 0$aBanks and banking$xGovernment policy. 615 0$aBanks and banking$xState supervision. 615 0$aGlobal Financial Crisis, 2008-2009. 615 0$aFinancial crises$xHistory 676 $a332.1 686 $aQK 640$2rvk 700 $aDewatripont$b M$g(Mathias)$0140528 701 $aRochet$b Jean-Charles$0140852 701 $aTirole$b Jean$060161 701 $aTribe$b Keith$0123243 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910964653503321 996 $aBalancing the banks$94336078 997 $aUNINA