That valuations of some technology start-ups have swelled to billions of dollars has some market observers worried that tech companies could soon approach the frothy levels of 1999 and 2000, which ended when the dot-com bubble finally burst.

"It's almost as though the venture community is partying like it's 1999 all over again," Roger McNamee, a noted technology investor, told CNBC on Wednesday.