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Current Result Document :
ÇѱÛÁ¦¸ñ(Korean Title) |
¸Ó½Å·¯´× ±â¹Ý ÃÖÀû ±âÁö±¹ ¼±Åñâ¹ý°ú ¿§Áö ÄÜÅÙÃ÷ ij½ÌÀ» È°¿ëÇÑ LMS |
¿µ¹®Á¦¸ñ(English Title) |
LMS using Machine Learning based Optimal Base Station Selection and Edge Content Caching |
ÀúÀÚ(Author) |
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Hyewon Yoon
Choongseon Hong
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¿ø¹®¼ö·Ïó(Citation) |
VOL 47 NO. 01 PP. 1715 ~ 1717 (2020. 07) |
Çѱ۳»¿ë (Korean Abstract) |
Äڷγª 19 »çÅ·ΠÃÊÁß°íµîÇб³µéÀÌ ¿Â¶óÀÎ °³ÇÐÀ» ÇÏ´Â ÃÊÀ¯ÀÇ »çÅ°¡ ¹ß»ýÇÏ¿´´Ù. Æ®·¡ÇÈ ±ÞÁõÀ¸·Î ÀÎÇÏ¿© LMS(Learning Management System)¿¡ Á¢¼ÓÀÌ ¾È µÇ°í, °ÀÇ ÄÜÅÙÃ÷ ´Ù¿î·Îµå ¹× ½ºÆ®¸®¹ÖÀÌ ²÷±â´Â µîÀÇ »ç°í°¡ ÀÕµû¶úÀ¸¸ç, À̶§ ¸ð¹ÙÀÏ Æ®·¡ÇÈÀÌ Å« ºñÁßÀ» Â÷ÁöÇÏ¿´´Ù. º» ³í¹®Àº À̸¦ ÇØ°áÇÒ ¼ö ÀÖ´Â LMS¸¦ Á¦¾ÈÇÑ´Ù. ±â°èÇнÀ ¾Ë°í¸®ÁòÀÎ ¼øȯ½Å°æ¸Á(Recurrent Neural Networks; RNN) Áß LSTM(Long Short-Term Memory)À» »ç¿ëÇÏ¿© ¿¹ÃøÇÑ ±âÁö±¹µéÀÇ ¸ð¹ÙÀÏ Æ®·¡ÇÈ, ÀÜ¿© ij½Ã ¿ë·®, ÄÜÅÙÃ÷ »çÀÌÁî, ¿äû À§Ä¡¿Í ±âÁö±¹ °£ÀÇ °Å¸® µîÀ» °í·ÁÇÏ¿© ÃÖÀûÀÇ MEC(Mobile Edge Computing) ¼¹ö°¡ ÀÖ´Â ±âÁö±¹ ¼±Á¤ÇÑ´Ù. ÇØ´ç ±âÁö±¹¿¡ CDN(Contents Delivery Network) ¼ºñ½º¸¦ »ç¿ëÇÏ¿© ¿§Áö ÄÜÅÙÃ÷ ij½ÌÀ» ÇÑ´Ù. Æ®·¡ÇÈÀ» È¿°úÀûÀ¸·Î ºÐ»êÇÏ°í ±Ùó¿¡ ij½ÌÇϱ⠶§¹®¿¡ Àü¼Û ¼Óµµ°¡ Çâ»óµÇ¾î ÇлýµéÀÇ ÇнÀ±Ç°ú ±³»çµéÀÇ ±³À°±ÇÀ» º¸ÀåÇÒ ¼ö ÀÖ´Ù.
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¿µ¹®³»¿ë (English Abstract) |
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