Sayyiduna Abu Hurayrah (may Allah be pleased with him) said that the Messenger of Allah (peace and blessings be upon him) said: "When half of Sha'ban has passed, refrain from fasting until Ramadan begins."
Hadith Referenceالسنن الكبرى للبيهقي / كتاب الصيام / 7961