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This paper considers the problem of measuring the various network path metrics such as connectivity, capacity, bandwidth, available bandwidth etc. of a network path using probing-based methods. To that end, we propose a new model called an integrated metrics measurement model (IMMM) to measure all possible performance metrics. It will be designed to probe the network non-intrusively so that the measurements will not disturb the stability of the network. The experimental results of our partial implementation of the proposed model are presented.