Are there existing performance measurement libraries on Android that support ping, bandwidth, etc.?
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You can take a look at Mobilyzer, it is an open source mobile measurement library for Android applications. It supports a rich set of measurements including ping, tcp bandwidth, udp burst, dns lookup and so on. Mobilyzer has a very easy to use API. For example, you can take a ping measurement and get results within ~ 10 lines of code.
You can view their webpage here for more information. Mobilyzer source code can be found on GitHub
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