How to Share: Balancing Layer and Chain Sharing in Industrial Microservice Deployment

نویسندگان

چکیده

With the rapid development of smart manufacturing, edge computing-oriented microservice platforms are emerging as an important part production control. In containerized deployment microservices, layer sharing can reduce huge bandwidth consumption caused by image pulling, and chain communication overhead between microservices. The two methods use characteristics each to share resources during deployment. However, due limited servers, it is difficult meet optimization goals at same time. Therefore, critical importance realize improvement service response efficiency balancing methods. This paper studies optimal strategy that balance We build a problem minimizes pull delay transform into linearly constrained integer quadratic programming through model reconstruction. A obtained successive convex approximation (SCA) method. Experimental results show proposed resource When equally considered, average be reduced 65% baseline, 30% baseline.

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ژورنال

عنوان ژورنال: IEEE Transactions on Services Computing

سال: 2022

ISSN: ['1939-1374', '2372-0204']

DOI: https://doi.org/10.1109/tsc.2022.3230699