The 3rd Workshop on Hot Topics in Cloud Computing Performance
April 21, 2020
CALL FOR PAPERS
Cloud computing is emerging as one of the most profound changes in the way we build and use IT. The use of global services in public clouds is increasing, and the lucrative and rapidly growing global cloud market already supports over 1 million IT-related jobs. However, it is currently challenging to make the IT services offered by public and private clouds performant (in an extended sense) and efficient. Emerging architectures, techniques, and real-world systems include hybrid deployment, serverless operation, everything as a service, complex workflows, auto-scaling and -tiering, etc. It is unclear to which extent traditional performance engineering, software engineering, and system design and analysis tools can help with understanding and engineering these emerging technologies. The community also needs practical tools and powerful methods to address hot topics in cloud computing performance.
Responding to this need, the HotCloudPerf workshop proposes a meeting venue for academics and practitioners, from experts to trainees, in the field of cloud computing performance. The workshop aims to engage this community, and to lead to the development of new methodological aspects for gaining deeper understanding not only of cloud performance, but also of cloud operation and behavior, through diverse quantitative evaluation tools, including benchmarks, metrics, and workload generators. The workshop focuses on novel cloud properties such as elasticity, performance isolation, dependability, and other non-functional system properties, in addition to classical performance-related metrics such as response time, throughput, scalability, and efficiency.
Each year, the workshop chooses a focus theme to explore; for 2020, the theme is “the performance variability of cloud datacenters and the implications of such phenomena on application performance.” Articles focusing on this topic are particularly encouraged for HotCloudPerf-2020.
The HotCloudPerf workshop is technically sponsored by the Standard Performance Evaluation Corporation (SPEC)’s Research Group (RG), and is organized annually by the RG Cloud Group. HotCloudPerf has emerged from the series of yearly meetings organized by the RG Cloud Group, since 2013. The RG Cloud Group group is taking a broad approach, relevant for both academia and industry, to cloud benchmarking, quantitative evaluation, and experimental analysis.
Topics of the focus-theme for 2020, “Cloud Performance Variability and Its Impact on Application Performance”:
- Serverless computing platforms and micro-services in cloud datacenters.
- Understanding and engineering dependability and non-traditional performance requirements for cloud datacenters.
- Studying performance variability in cloud datacenters and/or solutions for taming performance variability in clouds.
- The implications of performance variability on performance reproducibility.
- Running specialized services with performance guarantees, such as Business Process as a Service, Data as a Service.
- Extending the cloud datacenter to support the non-functional requirements of converged workloads, including IoT, HPC, and big data.
- Experience reports and use-cases with understanding and engineering performance in the cloud datacenter.
- Performance variability and/or guarantees in serverless/FaaS environments.