The Indian team, which had a week-long training camp in New York before reaching Edmonton, is set to make a fourth consecutive attempt to qualify for the elite World Group.
After dominating the Asia/Oceania zone, India lost to tennis power-houses Serbia (2014), Czech Republic (2015) and Rafael Nadal-led Spain (2016) at the World Group Play-off stage in recent years.
Canada have named world number 51 Shapovalov, who reached the US Open fourth round, Vasek Pospisil (82) along with seasoned Daniel Nestor (43 in doubles) and Brayden Schnur (202) for the play-off tie, starting Friday.
Shapovalov has made quite a splash with his performance in the last few weeks. Before making the US Open fourth round as a qualifier, the 18-year-old had shocked Nadal en route the semifinals of the Montreal Masters.
The Czechs had travelled to India with Jiri Vesely (then world number 40 and now 59) and Lukas Rosol (then world number 85) as the main singles players.
Bhupathi said going to the University of Columbia in New York for the camp has helped the team prepare better for the indoor tie.
"The week of practice indoors has helped the team. The boys have hit a lot of balls and are feeling good, so we are looking forward to the weekend," he said.
Bhupathi, who replaced Anand Amritraj in the captain's chair early this year, said the recent success of both Yuki Bhambri and Ramkumar Ramanthan against high-quality rivals is a tremendous confidence booster.
"Wins give you confidence and big wins give you lots of confidence. I am sure it's a stepping stone in their process to make the top 100," Bhupathi said.
"Both Yuki and Ram have had very good summers so they have a lot of matches under their belt. Rohan, of course, made the final in Montreal and is a leader in this team. Saketh is getting better every week, it's always hard to come back from a long injury layoff but he is committed," Bhupathi said, giving his assessment of the team.
Bhupathi said the players are working very hard and will enjoy more success.
"(I am) sure they do (work very hard). It's heading in the right direction," the 43-year-old Bhupathi, India's first ever Grand Slam winner, said.
Bhupathi also felt that India can produce top-10 players like other Asian nations.
"If Japan, Thailand can produce top 10 players, I believe India can too," he said without elaborating.
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