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Five problems from a network performance course focusing on probability calculations for digital communication channels and file size analysis on unix-based www servers.
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TELCOM 2120 Network Performance Homework 1 Due Date: 1/21/ Problem 1 Consider a binary digital communication channel. To transmit a digital 0 the sender places a voltage of -1 volt on the channel for the symbol duration time. To transmit a digital 1 the sender places a voltage of +1 volt on the channel for the symbol duration time. The reciever detects the symbol on the communication channel as signal Y = v + N where v is 1 or -1 volt depending on the symbol transmitted and N is Gaussian white noise which is modeled at a Normally distributed random variable with mean 0 and variance 2. The receiver decides a 0 was sent if the voltage Y is negative and a 1 otherwise. (a) Find the probability of the receiver making an error if a digital 0 is sent. (b) What is the probability of making the correct decision if a digital 1 is transmitted. Problem 2 It has been shown by analysis of measurements data that file sizes in bytes on Unix based WWW servers follow a Pareto distribution as shown below with a = 1.
a
(a) What is the median file size in bytes (b) What is the percentage of files that are between 6K bytes and 8K bytes. (c) Assuming that an IP packet has a maximum 900 byte payload, determine the following. What is the probability that a file transfer requires more than 10 packets? repeat for 100 or more? Problem 3 Consider phone calls in a long distance telephone network, the length of calls are exponentially distributed with mean 4 minutes. (a) What is the percentage of the calls are longer than 10 minutes? (b) What percentage of the calls are between 2 and 5 minutes? (c) What length of time are 95% of the calls less than?
Problem 4 From the Jain text problem 12. Problem 5 Consider N mobile phones in a cell. Each phone may attempt to transmit data on a shared time slotted channel. Each transmission occurs in exactly one slot, no collision avoidance is used and each phone will transmit in a slot with probability p, independent of the other phones. (a) What is the probability of a time slot going empty, i.e., no attempts by any phone. (b) What is the probability of a successful transmission, i.e., exactly one phone attempts transmission. (c) What is the probability of a collision in a slot, i.e., two or more phones attempt transmission in the same slot? (d) For N > 2 determine the value of p that will maximize the probability of successful transmission?