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It was Kerala's first win from three matches in the six-team Elite Group D.
After bundling out Kerala for 128, J&K achieved the target in 37.4 overs to pocket four points.
Vishnu, who is known for big-hitting, has boosted his IPL prospects with a sensational knock against Tamil Nadu in the Mushtaq Ali Trophy.
S R Purohit (121) took Himachal Pradesh to the threshold of victory before being run out off the last ball.
Shoun was in fine form in the recent Vinoo Manakd Trophy and Challenger Series.
Tamil Nadu overhauled the target of 182 with three balls to spare and entered the semifinals.
Kerala are eyeing a maiden semifinal berth in the competition, while Tamil Nadu are the defending champions.
Azharuddeen (60) and captain Sanju (52 not out) were involved in a 98-run stand for the second wicket off 81 balls.
Kerala captain Sanju Samson has been in fine form in the tournament.
After restricting Assam to 121/8, Kerala chased down the target in 18 overs with opener Rohan Kunnummal making an unbeaten 56.
Results 321-330 of 385