CSR: Medium: Collaborative Research: Towards Finer-grained Cloud Computing

CSR：媒介：协作研究：迈向更细粒度的云计算

• 批准号: 1409191
• 负责人: Alan Mislove
• 金额: $ 40万
• 依托单位: Northeastern University
• 依托单位国家: 美国
• 项目类别: Continuing Grant
• 财政年份: 2014
• 资助国家: 美国
• 起止时间: 2014-08-01 至 2019-07-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=1409191&HistoricalAwards=false
• 关键词: CSR; Medium; Collaborative; Research; Towards

Over the past few years, cloud computing services like Amazon's EC2 have commoditized computing resources. Despite this success, cloud computing primarily targets users whose virtual machines (VMs) are rarely idle, as cloud users are typically billed for the amount of time the VM is awake, not how much work it does. Thus, services that are long-lived but mostly idle a significant fraction of the time are prohibitively expensive for many potential users of cloud computing. In this project, the PIs are developing a finer-grained model of cloud computation based around lightweight instances. Lightweight instances are more akin to processes than virtual machines; they allow clients to only pay for their actual usage of cloud resources, and to not have the complexity and overhead of running an entire operating system. The lightweight instance approach has the potential to bring the benefits of cloud computing to a variety of users for whom it is a poor fit today. The PIs are exploring a new, finer-granularity model for cloud computing, wherein the cloud makes it appear that all client instances are running all the time, but may actually swap them out while idle to permit statistical multiplexing. Compared to today's VM-based model and container-based model, the proposed process-based model provides a much higher level of abstraction, and lets clients run long-lived, mostly-idle services much more cheaply than is possible today. If successful, the research would open up a wide variety of new applications and architectures: processes could cheaply be run in the cloud on behalf of end users, providing them with the ability to run long-lived services cheaply.

在过去的几年里，像亚马逊的EC2这样的云计算服务已经将计算资源商品化了。 尽管取得了如此成功，但云计算主要针对虚拟机 (VM) 很少闲置的用户，因为云用户通常按 VM 唤醒的时间而不是其工作量付费。 因此，对于云计算的许多潜在用户来说，寿命较长但大部分时间处于空闲状态的服务成本过高。 在这个项目中，PI 正在开发一个基于轻量级实例的更细粒度的云计算模型。 轻量级实例更类似于进程而不是虚拟机；它们允许客户只需为实际使用的云资源付费，而无需承担运行整个操作系统的复杂性和开销。 轻量级实例方法有可能将云计算的优势带给当今不适合云计算的各种用户。 PI 正在探索一种新的、更细粒度的云计算模型，其中云使所有客户端实例看起来一直在运行，但实际上可能会在空闲时交换它们以允许统计复用。 与当今基于虚拟机的模型和基于容器的模型相比，所提出的基于流程的模型提供了更高级别的抽象，并允许客户端以比现在便宜得多的成本运行长期且大部分空闲的服务。 如果成功，该研究将开辟各种新的应用程序和架构：可以代表最终用户在云中廉价地运行流程，从而使他们能够廉价地运行长期服务。