Challenges in cloud scale data centers

Author:

Maltz David A.1

Affiliation:

1. Microsoft, Redmond, WA, USA

Abstract

Data centers are fascinating places, where the massive scale required to deliver on-line services like web search and cloud hosting turns minor issues into major challenges that must be addressed in the design of the physical infrastructure and the software platform. In this talk, I'll briefly overview the kinds of applications that run in mega-data centers and the workloads they place on the infrastructure. I'll then describe a number of challenges seen in Microsoft's data centers, with the goals of posing questions more than describing solutions and explaining how economic factors, technology issues, and software design interact when creating low-latency, low-cost, high availability services.

Publisher

Association for Computing Machinery (ACM)

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. State-of-the-Art DCN Topologies;Data Center Networking;2022

2. FCMS: A fuzzy controller for CPU and memory consolidation under SLA constraints;Concurrency and Computation: Practice and Experience;2016-12-02

3. FC2Q: exploiting fuzzy control in server consolidation for cloud applications with SLA constraints;Concurrency and Computation: Practice and Experience;2014-10-02

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