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September 26-28
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Wednesday, September 27 • 3:50pm - 4:25pm
通过Istio、Kepler和智能调度实现优化的微服务性能和可持续性 | Towards Optimized Microservices Performance & Sustainability via Istio, Kepler and Smart Scheduling - Peng Hui Jiang & Kevin Su, IBM & Yingchun Guo, Intel

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Istio是一种强大的服务网格,用于管理和编排复杂分布式系统中的微服务。然而,使用Istio的微服务环境通常涉及多个节点上运行的众多相互连接的服务,导致资源分配低效、能源消耗大和性能下降。 为了解决这些挑战,我们提出了借助Kepler和Istio更好地了解微服务生态系统,并使用智能调度进行资源分配和优化。这些策略利用智能算法和启发式方法来动态分配资源、平衡工作负载和优化服务部署。通过这样做,可以提高整体资源利用率、能源效率和性能。 在本次会议中,我们将演示一个真实案例,使用Kepler、Istio和智能调度策略来监控和优化更大规模的分布式微服务系统,以提高整体性能和可持续性。

Istio is a powerful service mesh for managing and orchestrating microservices in complex distributed systems. However, microservices environments with Istio often involve numerous interconnected services running on multiple nodes, resulting in inefficient resource allocation, significant energy consumption and performance degradation. To address these challenges, we propose Kepler and Istio that gain better visibility and observability into microservices ecosystem and then use smart scheduling for resource allocation and optimization. The strategies leverage intelligent algorithms and heuristics to dynamically allocate resources, balance workloads, and optimize service placement. To do so, overall resource utilization, energy efficiency and performance can be improved. In the session, we will demonstrate one real case to use Kepler, Istio and smart scheduling strategies to monitor and optimize larger distributed microservices system to enhance overall performance and sustainability.

avatar for Peng Hui Jiang

Peng Hui Jiang

Architect and Senior Software Engineer, IBM
Peng Hui Jiang is working for IBM as Architect and Senior Software Engineer to build and operate Public Cloud Services. He has rich experience in Cloud, Database, and Security. He is CNCF Kepler Maintainer, Apache CouchDB committer and Master Inventor in IBM holding more than 200... Read More →
avatar for Yingchun Guo

Yingchun Guo

Senior Software Engineer, Intel
Yingchun Guo is a cloud native software engineer at Intel. She concentrates on benchmark and performance turning in cloud native area. Before she joined Intel, she was an open source developer in IBM. She has ten years experiences in open source communities, starting from OpenOffice... Read More →
avatar for Kevin Su

Kevin Su

Senior Software Engineer, IBM

Wednesday September 27, 2023 3:50pm - 4:25pm CST
3层 305A会议室| 3F Room 305A
  运维+性能 | Operations + Performance
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