Á¤º¸°úÇÐȸ ÄÄÇ»ÆÃÀÇ ½ÇÁ¦ ³í¹®Áö (KIISE Transactions on Computing Practices)
Current Result Document : 122 / 123
ÇѱÛÁ¦¸ñ(Korean Title) |
¿§Áö ÄÄÇ»Æÿ¡¼ È¿°úÀûÀΠŬ·¯½ºÅÍ ¾ÆÅ°ÅØó¸¦ À§ÇÑ È®À强 Æò°¡ |
¿µ¹®Á¦¸ñ(English Title) |
A Scalability Evaluation for Effective Cluster Architecture in Edge Computing |
ÀúÀÚ(Author) |
±è¿ìÀç
±è¸¸¹è
Á¤Àιü
Woojae Kim
Manbae Kim
Inbum Jung
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¿ø¹®¼ö·Ïó(Citation) |
VOL 27 NO. 09 PP. 0413 ~ 0427 (2021. 09) |
Çѱ۳»¿ë (Korean Abstract) |
¿§Áö ÄÄÇ»ÆÃÀº »ç¹°ÀÎÅͳÝÀÇ Á¾´Ü Áö¿ª¿¡¼ ¹ß»ýÇÏ´Â »ç°ÇµéÀ» ºü¸£°í Áö´ÉÀûÀ¸·Î ó¸®ÇÒ ¼ö ÀÖ´Ù. À̸¦ À§ÇØ ¿§Áö ¿µ¿ª¿¡´Â ´Ù¼öÀÇ »ç¹°µéÀÌ ¹èÄ¡µÇ¾î¾ß ÇÏ°í ´Ù¾çÇÑ ÇüÅÂÀÇ Å¬·¯½ºÅÍ·Î ±¸¼ºµÉ ¼ö ÀÖ¾î¾ß ÇÑ´Ù. ±×·¯³ª ¹°¸®Àû ȯ°æ¿¡¼ ´Ù¼öÀÇ »ç¹°µéÀ» ¿¬°áÇÏ°í µ¿ÀÛÀÇ ÀûÀý¼ºÀ» È®ÀÎÇÏ´Â °ÍÀº ¸¹Àº ÀÚ¿øÀÌ ¿ä±¸µÈ´Ù. ¶ÇÇÑ ±¸¼ºµÈ Ŭ·¯½ºÅÍ°¡ È¿°úÀûÀÎ ±¸Á¶ÀÎÁö Æò°¡ÇÏ´Â °ÍÀº ¸Å¿ì ¾î·Á¿î ÀÏÀÌ´Ù. ÀÌ·¯ÇÑ ¹®Á¦¸¦ ÇØ°áÇϱâ À§ÇØ º» ³í¹®¿¡¼´Â È¿°úÀû Ŭ·¯½ºÅÍ ±¸Á¶¸¦ Æò°¡ÇÒ ¼ö ÀÖ´Â ¸ðÀǽÃÇè±â¸¦ Á¦¾ÈÇÑ´Ù. Á¦¾ÈÇÏ´Â ¸ðÀǽÃÇè±â´Â ¶óÁ¸®ÆÄÀ̸¦ ¹°¸®Àû ¸ðµ¨·Î »ç¿ëÇÏ¸ç ¸ðÀǽÃÇè±âÀÇ Á¤È®¼ºÀ» À§ÇØ ¶óÁ¸®ÆÄÀÌ¿ÍÀÇ CPU »ç¿ë·ü, ¹èÅ͸® »ç¿ë·®, ´ë¿ªÆø Ãø¸é¿¡¼ À¯»ç¼ºÀ» Æò°¡ÇÑ´Ù. À¯»ç¼º Æò°¡°¡ À¯ÀǹÌÇÔÀ» È®ÀÎÇÏ°í µÎ °¡Áö ¼ºñ½º ÇÁ·Î±×·¥À» ÅëÇØ ¼º´ÉÀ» Æò°¡ÇÑ´Ù. ¸ðÀǽÃÇè±âÀÇ ½ÇÇè °á°ú´Â ¿§Áö Ŭ·¯½ºÅÍ°¡ ¼ºñ½º ÇÁ·Î±×·¥ Ư¼º¿¡ µû¶ó ´Ù¾çÇÑ ±¸¼ºÀÌ °¡´ÉÇØ¾ß ÇÔÀ» º¸¿©ÁÖ¸ç ¿§Áö Ŭ·¯½ºÅÍÀÇ ÀûÀýÇÑ ±Ô¸ð¸¦ °áÁ¤Çϱâ À§ÇÑ Á¤º¸¸¦ Á¦°øÇÑ´Ù. |
¿µ¹®³»¿ë (English Abstract) |
Edge computing can quickly and intelligently process events that occur in the endpoint of the Internet of Things (IoT). To this end, numerous things must be placed in the edge area and must consist of clusters of various forms. However, connecting multiple things in a physical environment and verifying the appropriateness of things operation requires many resources. Also, it is challenging to assess if a configured cluster is an effective architecture. To address these problems, in this paper, we propose a simulator that can evaluate the effectiveness of cluster architectures. The proposed simulator uses Raspberry Pi as a physical model and evaluates the similarity between the simulator and the Raspberry Pi in aspect of the resource consumption of CPU, battery and bandwidth to prove the simulator's accuracy. Performance is evaluated through two service programs based on the results of the similarity evaluation. Simulation results show that edge cluster should be capable of various configuration depending on service program characteristic and provide information to determine suitable cluster scale. |
Å°¿öµå(Keyword) |
»ç¹°ÀÎÅͳÝ
¿§Áö ÄÄÇ»ÆÃ
¸ðÀǽÃÇè±â
°¡»ó »ç¹°
¿§Áö Ŭ·¯½ºÅÍ
internet of things
edge computing
simulator
virtual things
edge cluster
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