Leading the women's brigade will be defending champion L Surya and last year's runner-up and Federation Cup winner Swati Gadhave.
Rawat will participate to gauge his performance ahead of the Olympics. He had secured a spot earlier this year at the Standard Chartered Mumbai Marathon with a course record time of 2:15.48.
Also in action will be G Lakshmanan who set 29:57.44 on the clock at the Federation Cup in New Delhi.
His effort was almost half a second faster than Kheta Ram (30:01.66) at the same event and he could definitely provide a tough competition.
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"I am hoping to repeat my winning performance from last year with the conditions remaining more or less the same. There should be good competition out in the field when the race is flagged- off," title defender Suresh Patel said.
The women will also look to set the track ablaze with defending champion Surya returning to fend off any challengers. She had set a time of 35:58 in the 2015 edition and recently secured the gold with a time of 15:39 in the 5000 metres event at the 2016 Federation Cup.
Lining up amongst the women will also be Sanjeevani Jadhav, who clocked 34:43 in the 10000 metres event at the 2016 Federation Cup.
Also competing will be first runner-up of the Standard Chartered Mumbai Marathon, Manisha Salunkhe (01:19:17) and second runner-up Monika Athare (01:20:08) along with Kiran Sahdev (1:20:51) -- all looking to make their mark in one of India's premier 10K runs.
"The course will be tough coupled with the changing weather conditions and the closeness of the field this year. The Federation Cup results were brilliant and everyone has a chance to cross the finish line first. I will have to work harder to make sure to retain my title come 15th May," Surya said.