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Monitoring                                                  6


            7.1.4   Network

            High-performance  computing  requires  large  amounts  of  network  bandwidth.  Particularly  for  cloud
            computing, the network has a strong meaning, as all provided resources and services are available through a
            network.  It  has  been  found  that  poor  network  performance  is  caused  by  virtualization  I/O  overhead.  A
            network monitoring system helps in realization of traffic, utilization and errors and then, based on accurate
            monitoring information, quality of service (QoS) policy validation, network outage resolution, performance
            problem troubleshooting, and in making important capacity planning decisions.

            See Table 7-4.



                                    Table 7-4 – Parameters collected to monitor a network
                     Metric name                              Description                          Unit

             incoming bytes                Number of bytes received by network interface            KB
                                           Average rate of bytes received by network interface per
             incoming byte rate                                                                    KB/s
                                           second
                                           Maximum incoming byte rate during a specific period
             maximum incoming byte rate                                                            KB/s
                                           (5 minute/15 minutes/60 minutes)
             outgoing bytes                Number of bytes sent by network interface                KB
             outgoing byte rate            Average rate of bytes sent by network per second        KB/s
                                           Maximum outgoing byte rate (5 minute/15 minutes/
             maximum outgoing byte rate                                                            KB/s
                                           60 minutes)
             incoming packets              Number of incoming packets                             packet
             incoming packet rate          Average rate of incoming packets per second           packet/s
                                           Average packets size incoming (1 minute/5 minutes/
             average packets size incoming                                                         byte
                                           15 minutes)
             outgoing packets              Number of outgoing packets                             packet
             outgoing packet rate          Average rate of outgoing packets per second           packet /s
                                           Average packets size outgoing (1 minute/5 minutes/
             average packets size outgoing                                                         byte
                                           15 minutes)
             outgoing errors               Sending error of network interface                     packet
             bandwidth of incoming         Total capacity of the connection of the incoming         Mb
                                           Percentage of incoming byte rate with respect to
             utilization of incoming interface                                                      %
                                           bandwidth of incoming.
             bandwidth of outgoing         Total capacity of the connection of the outgoing        Mb/s

                                           Percentage of outgoing byte rate with respect to bandwidth
             utilization of outgoing interface                                                      %
                                           of outgoing link.
             average latency               Average of delay of data transition                      ms
                                           Minimum time interval between submitting a packet and
             Minimum latency                                                                        ms
                                           arrival at its destination
                                           Maximum time interval between submitting a packet and
             Maximum latency                                                                        ms
                                           arrival at its destination
             packet loss                   Percentage of packets lost with respect to packets sent.   %
             jitter                        The difference in end-to-end one-way delay               ms










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