Serverless Computing | Junfei Zhan's Websitehttps://junfei-z.github.io/tags/serverless-computing/Serverless ComputingHugo Blox Builder (https://hugoblox.com)en-usTue, 30 Apr 2024 00:00:00 +0000https://junfei-z.github.io/media/icon_hu70bcee51a3cd7a7338014254a2e0c844_1401285_512x512_fill_lanczos_center_3.pngServerless Computinghttps://junfei-z.github.io/tags/serverless-computing/Undergraduate Thesis - Scheduling in Serverless Computing for Solar-Powered IoT Networkshttps://junfei-z.github.io/samples/4_spam/Tue, 30 Apr 2024 00:00:00 +0000https://junfei-z.github.io/samples/4_spam/<p>This undergraduate thesis proposes a two-phase optimization framework for solar-powered IoT networks, focusing on dynamic task allocation and energy-aware function configuration. A MILP benchmark and a GMM-enhanced Receding Horizon Control algorithm were developed to improve efficiency and adapt to fluctuating energy and computation conditions.</p>本科毕业论文 - Scheduling in Serverless Computing for Solar-Powered IoT Networkshttps://junfei-z.github.io/zh/samples/4_spam/Tue, 30 Apr 2024 00:00:00 +0000https://junfei-z.github.io/zh/samples/4_spam/<p>本科毕业论文提出了一种面向太阳能供电 IoT 网络的两阶段优化框架，重点研究动态任务分配和能量感知的函数配置。开发了 MILP 基准测试和基于 GMM 增强的 Receding Horizon Control 算法，以提升效率并适应波动的能量和计算条件。</p>