Originally recorded as a hit by Little Willie John but Peggy Lee's cover was even more popular.
http://www.youtube.com/watch?v=i93-hlwULUk">Little Willie John
http://www.youtube.com/watch?v=EYxoAJ3Boyc">Peggy Lee
http://www.youtube.com/watch?v=VpZT_tG8HnI">Beyoncé
http://www.youtube.com/watch?v=jT3ladrTbAk">Madonna
http://www.youtube.com/watch?v=zSc5X5vONnU">James Brown
http://www.youtube.com/watch?v=b2ZEB79MbEU">Christina Aguilera
http://www.youtube.com/watch?v=0yvHWyvexZA">Rita Moreno and the Muppets
I would have made this a poll, but as you can see....
Selected list of recorded versions:
* A Fine Frenzy
* Boney M.
* Amanda Lear
* Annabella Lwin
* Ann-Margret
* Daniel Ash
* Roy Ayers
* Michael Ball
* Paris Bennett
* Beyoncé (for the film The Fighting Temptations)
* Bobby & the Midnites
* Bobby "Blue" Bland
* The Bobs
* Bow Wow Wow
* James Brown
* Precious Bryant
* Michael Bublé
* Sam Butera
* Virginia Maestro and Chipper (Operación Triunfo)
* Junior Byles
* Eva Cassidy
* Ray Charles and Natalie Cole
* Christina Aguilera
* George Clinton
* Marc Cohn
* The Cramps
* Celine Dion
* The Doors
* Bob Dylan
* Brian Eno
* Gentlemen of St. John's
* Grateful Dead
* Buddy Guy
* Dick Dale
* Lalah Hathaway
* Gwyneth Herbert
* The Jam
* Tom Jones
* Laura Stoica
* Madleen Kane
* Diana Krall
* Claude Nougaro (French singer, song as "39 degrés de fièvre")
* La Lupe
* Little Nell
* Peggy Lee
* Lucybell
* Madonna (see Fever (Madonna song))
* Marine Girls
* The McCoys, which peaked at #7 on the Billboard Pop chart
* Rose McGowan (as Paige Matthews on Charmed)
* Meiko
* Judith Light (as Angela Bower on Who's the Boss)
* Syesha Mercado
* Bette Midler
* Mina
* Nina Hagen
* Willie Mitchell
* Sylvester James
* Rebbie Jackson
* Michelle Mc Grath
* Sophie Milman
* Rita Moreno
* Mika Nakashima
* Neville Brothers
* Una Palliser
* Over the Rhine
* Rhymefest
* Nicholas Pedro
* Elvis Presley
* The Pussycat Dolls
* Ratdog
* Quincy Jones
* Suzi Quatro
* Joe Sample
* Helen Shapiro
* The Simpsons
* Sumo
* Superpitcher
* Toots & the Maytals
* Fever Tree
* Sarah Vaughan
* Nana Visitor
* Don Williams
* Little Willie John
* Ana Carolina
* Mountain
* Farnham Youth Choir
* The Winkies
* Kate Ceberano
* G4
* Joe Cocker