Twitter shares were up Thursday amid renewed speculation that Google may be interested in the social media company.

"It's not lost on Google that Twitter is the best real-time search engine out there…there has been speculation as far back as 2009 that Google would buy Twitter from valuations of $10 billion to $20 billion pre-IPO," SunTrust's Bob Peck told CNBC's "Fast Money Halftime Report."