arXiv Open Access 2016

Cultivating Software Performance in Cloud Computing

Li Chen Colin Cunningham Pooja Jain Chenggang Qin Kingsum Chow

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Abstrak

There exist multitudes of cloud performance metrics, including workload performance, application placement, software/hardware optimization, scalability, capacity, reliability, agility and so on. In this paper, we consider jointly optimizing the performance of the software applications in the cloud. The challenges lie in bringing a diversity of raw data into tidy data format, unifying performance data from multiple systems based on timestamps, and assessing the quality of the processed performance data. Even after verifying the quality of cloud performance data, additional challenges block optimizing cloud computing. In this paper, we identify the challenges of cloud computing from the perspectives of computing environment, data collection, performance analytics and production environment.

Topik & Kata Kunci

cs.PF cs.DC

Penulis (5)

Li Chen

Colin Cunningham

Pooja Jain

Chenggang Qin

Kingsum Chow

Format Sitasi

APA MLA BibTeX

Chen, L., Cunningham, C., Jain, P., Qin, C., Chow, K. (2016). Cultivating Software Performance in Cloud Computing. https://arxiv.org/abs/1611.07556

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Informasi Jurnal

Tahun Terbit: 2016
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓