The US company, which entered the phone business in 2014 by buying Finnish firm Nokia's handset unit, said it would "streamline" its smartphone business and close down its research and development site in Tampere, Finland.
Microsoft said it will continue to develop Windows 10 Mobile platform and support its Lumia smartphones, but declined to say whether it would develop new phones.
"We are focusing our phone efforts where we have differentiation," said chief executive Satya Nadella in a statement.
"We will continue to innovate across devices and on our cloud services across all mobile platforms."
Earlier this month, Microsoft divested its entry-level feature phones business for $350 million (roughly Rs. 2,359 crores).
It bought Nokia's once-dominant handset unit for about $7.2 billion (roughly Rs. 48,529 crores), but it failed to turn the business around and last year announced $7.5 billion (roughly Rs. 50,551 crores) writedowns, and 7,800 job cuts.
© Thomson Reuters 2016
For the latest tech news and reviews, follow Gadgets 360 on X, Facebook, WhatsApp, Threads and Google News. For the latest videos on gadgets and tech, subscribe to our YouTube channel. If you want to know everything about top influencers, follow our in-house Who'sThat360 on Instagram and YouTube.