Sayyiduna Abu Hurayrah (may Allah be pleased with him) narrates that the Prophet (peace and blessings be upon him) said: "None of you should walk in one sandal; let him either wear both or take both off."
Hadith Referenceالسنن الكبرى للبيهقي / كتاب الصلاة / 4262