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Course: CSE 567, Fall 2009
School: Washington University...
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of Selection Techniques and Metrics Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http://www.cse.wustl.edu/~jain/cse567-06/ Washington University in St. Louis CSE567M 2006 Raj Jain 3-1 Overview Criteria for Selecting an Evaluation Technique ! Three Rules of Validation ! Selecting Performance Metrics ! Commonly Used Performance...

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of Selection Techniques and Metrics Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http://www.cse.wustl.edu/~jain/cse567-06/ Washington University in St. Louis CSE567M 2006 Raj Jain 3-1 Overview Criteria for Selecting an Evaluation Technique ! Three Rules of Validation ! Selecting Performance Metrics ! Commonly Used Performance Metrics ! Utility Classification of Metrics ! Setting Performance Requirements ! Washington University in St. Louis CSE567M 2006 Raj Jain 3-2 Criteria for Selecting an Evaluation Technique Washington University in St. Louis CSE567M 2006 Raj Jain 3-3 Three Rules of Validation ! Do not trust the results of a simulation model until they have been validated by analytical modeling or measurements. Do not trust the results of an analytical model until they have been validated by a simulation model or measurements. Do not trust the results of a measurement until they have been validated by simulation or analytical modeling. CSE567M 2006 Raj Jain ! ! Washington University in St. Louis 3-4 Selecting Performance Metrics Washington University in St. Louis CSE567M 2006 Raj Jain 3-5 Selecting Metrics ! ! ! Include: " Performance Time, Rate, Resource " Error rate, probability " Time to failure and duration Consider including: " Mean and variance " Individual and Global Selection Criteria: " Low-variability " Non-redundancy " Completeness CSE567M 2006 Raj Jain Washington University in St. Louis 3-6 Case Study: Two Congestion Control Algorithms Service: Send packets from specified source to specified destination in order. ! Possible outcomes: " Some packets are delivered in order to the correct destination. " Some packets are delivered out-of-order to the destination. " Some packets are delivered more than once (duplicates). " Some packets are dropped on the way (lost packets). ! Washington University in St. Louis CSE567M 2006 Raj Jain 3-7 Case Study (Cont) ! Performance: For packets delivered in order, " Time-rate-resource ! Response time to deliver the packets ! Throughput: the number of packets per unit of time. ! Processor time per packet on the source end system. ! Processor time per packet on the destination end systems. ! Processor time per packet on the intermediate systems. " Variability of the response time Retransmissions ! Response time: the delay inside the network Washington University in St. Louis CSE567M 2006 Raj Jain 3-8 Case Study (Cont) Out-of-order packets consume buffers Probability of out-of-order arrivals. " Duplicate packets consume the network resources Probability of duplicate packets " Lost packets require retransmission Probability of lost packets " Too much loss cause disconnection Probability of disconnect " Washington University in St. Louis CSE567M 2006 Raj Jain 3-9 Case Study (Cont) ! Shared Resource Fairness ! Fairness Index Properties: " Always lies between 0 and 1. " Equal throughput Fairness =1. " If k of n receive x and n-k users receive zero throughput: the fairness index is k/n. CSE567M 2006 Raj Jain Washington University in St. Louis 3-10 Case Study (Cont) " Throughput and delay were found redundant Use Power. Variance in response time redundant with the probability of duplication and the probability of disconnection " Total nine metrics. " Washington University in St. Louis CSE567M 2006 Raj Jain 3-11 Commonly Used Performance Metrics ! Response time and Reaction time Washington University in St. Louis CSE567M 2006 Raj Jain 3-12 Response Time (Cont) Washington University in St. Louis CSE567M 2006 Raj Jain 3-13 Capacity Washington University in St. Louis CSE567M 2006 Raj Jain 3-14 Common Performance Metrics (Cont) Nominal Capacity: Maximum achievable throughput under ideal workload conditions. E.g., bandwidth in bits per second. The response time at maximum throughput is too high. ! Usable capacity: Maximum throughput achievable without exceeding a pre-specified response-time limit ! ! Knee Capacity: Knee = Low response time and High throughput Washington University in St. Louis CSE567M 2006 Raj Jain 3-15 Common Performance Metrics (cont) ! ! ! Turnaround time = the time between the submission of a batch job and the completion of its output. Stretch Factor: The ratio of the response time with multiprogramming to that without multiprogramming. Throughput: Rate (requests per unit of time) Examples: " Jobs per second " Requests per second " Millions of Instructions Second Per (MIPS) " Millions of Floating Point Operations Per Second (MFLOPS) " Packets Per Second (PPS) " Bits per second (bps) " Transactions Per Second (TPS) CSE567M 2006 Raj Jain Washington University in St. Louis 3-16 Common Performance Metrics (Cont) ! ! Efficiency: Ratio usable capacity to nominal capacity. Or, the ratio of the performance of an n-processor system to that of a one-processor system is its efficiency. Utilization: The fraction of time the resource is busy servicing requests. Average fraction used for memory. Washington University in St. Louis CSE567M 2006 Raj Jain 3-17 Common Performance Metrics (Cont) Reliability: " Probability of errors " Mean time between errors (error-free seconds). ! Availability: " Mean Time to Failure (MTTF) " Mean Time to Repair (MTTR) " MTTF/(MTTF+MTTR) ! Washington University in St. Louis CSE567M 2006 Raj Jain 3-18 Utility Classification of Metrics Washington University in St. Louis CSE567M 2006 Raj Jain 3-19 Setting Performance Requirements ! ! Examples: " The system should be both processing and memory efficient. It should not create excessive overhead" " There should be an extremely low probability that the network will duplicate a packet, deliver a packet to the wrong destination, or change the data in a packet." Problems: Non-Specific Non-Measurable Non-Acceptable Non-Realizable Non-Thorough SMART CSE567M 2006 Raj Jain Washington University in St. Louis 3-20 Case Study 3.2: Local Area Networks ! ! ! ! ! Washington University in St. Louis Service: Send frame to D Outcomes: " Frame is correctly delivered to D " Incorrectly delivered " Not delivered at all Requirements: Speed " The access delay at any station should be less than one second. " Sustained throughput must be at least 80 Mbits/sec. Reliability: Five different error modes. " Different amount of damage " Different level of acceptability. CSE567M 2006 Raj Jain 3-21 Case Study (Cont) " " " " " " The probability of any bit being in error must be less than 1E-7. The probability of any frame being in error (with error indication set) must be less than 1%. The probability of a frame in error being delivered without error indication must be less than 1E-15. The probability of a frame being misdelivered due to an undetected error in the destination address must be less than 1E-18. The probability of a frame being delivered more than once (duplicate) must be less than 1E-5. The probability of losing a frame on the LAN (due to all sorts of errors) must be less than 1%. CSE567M 2006 Raj Jain Washington University in St. Louis 3-22 Case Study (Cont) ! Availability: Two fault modes Network re...

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Washington University in St. Louis - CSE - 571
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Washington University in St. Louis - CSE - 571
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Washington University in St. Louis - CSE - 571
Wireless Hacking Toolshttp:/www.cse.wustl.edu/~jain/cse571-07/ftp/wireless_hacking/Wireless Hacking ToolsAuthor: Michael Roche mroche@wustl.eduAbstract:This paper is a survey of wireless attack tools focusing on 802.11 and Bluetooth. It inclu
Washington University in St. Louis - CSE - 571
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Washington University in St. Louis - CSE - 571
Virtual Private NetworksRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE57
Washington University in St. Louis - CSE - 571
Wireless LAN Security II: WEP Attacks, WPA and WPA2Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington Un
Washington University in St. Louis - CSE - 571
TCP/IP Security AttacksRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj Jain3
Washington University in St. Louis - CSE - 571
CSE571 Project GuidelinesRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj Jain
Washington University in St. Louis - CSE - 571
Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj Jain13-1O
Washington University in St. Louis - CSE - 571
Authentication, Authorization, Accounting (AAA)Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington Univer
Washington University in St. Louis - CSE - 571
Kerberos V5Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj J
Washington University in St. Louis - CSE - 571
Intrusion Detection SystemsRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CS
Washington University in St. Louis - CSE - 571
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Washington University in St. Louis - CSE - 571
Operating Systems SecurityRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE
Washington University in St. Louis - CSE - 571
Public Key Infrastructures (PKI)Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Lo
Washington University in St. Louis - CSE - 571
Wireless LAN Security I: WEP Overview and ToolsRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington Unive
Washington University in St. Louis - CSE - 571
Secure Socket Layer (SSL) and Transport Layer Security (TLS)Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Wash
Washington University in St. Louis - CSE - 571
Secure Data Exchange System : Minimizing Security Attacks Risks Whi.http:/www.cse.wustl.edu/~jain/cse571-07/ftp/dataexch/Secure Data Exchange System : Minimizing Security Attack Risks while Preserving BandwidthAbdel-karim Al Tamimiaa7@cec.wustl
Washington University in St. Louis - CSE - 571
Quantum Key Distribution - QKDhttp:/www.cse.wustl.edu/~jain/cse571-07/ftp/quantum/A Survey of the Prominent Quantum Key Distribution ProtocolsMart Haitjema, mart.haitjema@wustl.eduAbstractThis paper provides an overview of quantum key distrib
Washington University in St. Louis - CSE - 571
Secure Socket Layer (SSL) and Transport Layer Security (TLS)Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Wash
Washington University in St. Louis - CSE - 571
Part IIRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj Jain
Washington University in St. Louis - CSE - 571
Network Security ConceptsRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu These slides are available on-line at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj Jain
Washington University in St. Louis - CSE - 571
Internet Key Exchange (IKE)Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CS
Washington University in St. Louis - CSE - 571
Kerberos V4Raj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj J
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Modes of OperationRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at : http:/www.cse.wustl.edu/~jain/cse567-06/Washington University in St. Louis CSE571S 20
Washington University in St. Louis - CSE - 571
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Optical DWDM NetworksRaj Jain The Ohio State University Columbus, OH 43210 Jain@CIS.Ohio-State.Edu These slides are available at http:/www.cis.ohio-state.edu/~jain/cis788-99/Ohio State UniversityRaj Jain 1OverviewSparse and Dense WDM Recent WD
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CSE 473S Lab Assignment 1Due date: TBA1. Goals To learn the basic infrastructure of layered architecture and service primitives in computer networks. To design a simplified datalink layer. To get familiar with the simulator environment used for
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Wireless Personal Area Networks: Part IIRaj Jain Professor of CSE Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available on-line at: http:/www.cse.wustl.edu/~jain/cse574-08/
Washington University in St. Louis - CSE - 574
Wireless Personal Area Networks: Part IIRaj Jain Professor of CSE Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available on-line at: http:/www.cse.wustl.edu/~jain/cse574-08/
Washington University in St. Louis - CSE - 571
AAAPart IIRaj Jain Washington University in Saint Louis Saint Louis, MO 63130 Jain@cse.wustl.edu Audio/Video recordings of this lecture are available at: http:/www.cse.wustl.edu/~jain/cse571-07/Washington University in St. Louis CSE571S 2007 Raj J
Washington University in St. Louis - CIS - 788
IP Security: A Brief SurveyIP Security: A Brief SurveyZhijun Ni, zhijunni@math.ohio-state.eduIP Security mechanisms, such as Authentication Header (AH) and Encapsulating Security Payload (ESP) Header, are important for Internet security to ensure
Washington University in St. Louis - CIS - 777
Fundamentals of TelecommunicationsRaj Jain Professor of CIS The Ohio State University Columbus, OH 43210 Jain@ACM.Org http:/www.cis.ohio-state.edu/~jain/The Ohio State UniversityRaj Jain 1Overviewq q q qTime Division Multiplexing T1, T3, DS
Washington University in St. Louis - CIS - 788
From: std-mod@cssmp.corp.mot.com (Moderator - comp.std.wireless)Newsgroups: comp.std.wirelessFollowup-To: comp.std.wirelessSubject: FAQ for "comp.std.wireless"Date: 31 Jul 1995 17:55:07 GMTOrganization: unknownMessage-ID: <3vj5dr$785@ftpbox.mot
Washington University in St. Louis - CIS - 788
FIBRE CHANNELFIBRE CHANNELBy Robert C Burton, burton@cis.ohio-state.eduAbstractFibre Channel is the general name of an integrated set of standards being developed by the American National Standards Institute (ANSI). It is designed to significan
Washington University in St. Louis - CIS - 788
A Survey Paper on Mobile IPBy Yi-an ChenABSTRACTMobile Internet Protocol (IP) is a new recommended Internet protocol designed to support the mobility of a user (host). Host mobility is becoming important because of the recent blossoming of laptop
Washington University in St. Louis - CIS - 788
The HIPPI ProtocolJim Bell ( bell@cse.ohio-state.edu)AbstractThe High-Performance Peripheral Interface (HIPPI) protocol was designed to facilitate high-speed communications between very high-performance computers (such as supercomputers), and the
Washington University in St. Louis - CIS - 788
High Performance Transports: HTPNET, TCP/IP, XTP, TP+ and RTPHigh Performance Transports: HTPNET, TCP/IP, XTP, TP+ and RTPBy Zahid Hossain hossain@cis.ohio-state.eduAbstractThe high transmission speed of optical networks has resulted in shiftin
Washington University in St. Louis - CIS - 788
Congestion Control Schemes for TCP/IP NetworksCongestion Control Schemes for TCP/IP NetworksBy Darius BuntinasAbstractThis paper describes six methods for controlling congestion for TCP connections. The first four, Slow Start algorithm [5], Tri
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Washington University in St. Louis - CIS - 788
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Washington University in St. Louis - CIS - 788
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Washington University in St. Louis - CIS - 788
Mobile Computing & Disconnected Operation: A Survey of Recent AdvancesMobile Computing & Disconnected Operation: A Survey of Recent AdvancesBy Vietanh NguyenABSTRACTMobile computing is a new style of computer access emerging at the intersection
Washington University in St. Louis - CIS - 788
Wireless ATMBy Atif S. Wasi < wasi@cse.ohio-state.edu>AbstractWireless and ATM ( Asynchronous Transfer Mode) are in it's infancy. No standards have been defined by either the ATM Forum or ITU-T, yet. Research have been going on to develop a proto
Washington University in St. Louis - CIS - 788
Frame Relay NetworksFrame Relay Networks - a surveyViswanath Subramanian vsubrama@cis.ohio-state.edu It is a broad survey of Frame Relay Networks - both from a designer's and user's perspective. It includes a bibliography and a set of WWW sites wi
Washington University in St. Louis - COE - 455
CoE/EE 455 Digital Systems Laboratory Fall 2004 Laboratory #3 - Character GeneratorSpecification You are to design, build and test a system that will sense key closures on a keypad and display the following: the character on the key, for characters
Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
CoE/EE 455 Digital Systems Laboratory Spring 2004 Laboratory #2 Digital Voltmeter Introduction: Digital multimeters are familiar instruments to modern day engineers. In particular, in the "volts" mode they measure potential differences and then displ
Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
CoE/EE 455 library 2/4/2003FPGA_board_sim_top - Contains the top level signals that come into the FPGA from the Xililnx board. Also contains a DAC Emulator. Your design should be placed in this component for simulation. adder_n - Adds 2 n-bit numbe
Washington University in St. Louis - COE - 455
LM139, LM139A, LM239, LM239A, LM339 LM339A, LM339Y, LM2901, LM2901Q QUAD DIFFERENTIAL COMPARATORSSLCS006C OCTOBER 1979 REVISED NOVEMBER 1996D D D D D D D D D DSingle Supply or Dual Supplies Wide Range of Supply Voltage 2 V to 36 V Low Supply-C
Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
RXC4000E and XC4000X Series Field Programmable Gate ArraysXC4000E Electrical SpecificationsDefinition of TermsIn the following tables, some specifications may be designated as Advance or Preliminary. These terms are defined as follows: Advance:
Washington University in St. Louis - COE - 455
Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
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Washington University in St. Louis - COE - 455
Washington University in St. Louis - COE - 455
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Seven Habits of Effective Pattern Writers Facade PatternPH pp. 145-152 GoF pp. 185-193John KlacsmannOther Famous Gang of FoursChinese Communist Politicians (1976)British Post-Punk Band (1977-1984)Seven Habits of Effective Pattern Writers1.