My favorite is "bubble memory". Everybody was convinced we were going to store all our precious data on these itty-bitty little bubbles. It was all over the trade publications, very hype, such bling, much buzz:

https://en.wikipedia.org/wiki/Bubble_memory

And then it just basically turned out to be a flop.