unstable ADB connection through usb

I am trying to run CTS tests (roughly 260,000 automated tests) using usb connection on an android device, but every time after few thousand tests the adb connection becomes unstable and the remaining tests would not be executed.

I was wondering if there is a way to have a more robust testing environment to avoid this issue? For example by using any special usb cable or trying any other form of connection.