![]() Victor Chang, is a Senior Lecturer in the School of Computing, Creative Technologies at Leeds Beckett University, UK and a visiting Researcher at the University of Southampton, UK. Navigate Left Previous article in issue.In particular, we compare and contrast the programming models that can be used to access the composable resources, and develop the implications for the network and resource provisioning and management for rack scale architecture. Through empirical approaches, we develop an assessment of the opportunities and challenges for leveraging the composable architecture for rack scale cloud datacenters with a focus on big data and NoSQL workloads. In this paper, we demonstrate the feasibility of composable systems through building a rack scale composable system prototype using PCIe switches. Disaggregated datacenters, constructed as a collection of individual resources such as CPU, memory, disks etc., and composed into workload execution units on demand, are an interesting new trend that can address the above challenges. Next generation datacenters need to offer enhanced support for: (i) fast changing system configuration requirements due to workload constraints, (ii) timely adoption of emerging hardware technologies, and (iii) maximal sharing of systems and subsystems in order to lower costs. The rapid growth of cloud computing, both in terms of the spectrum and volume of cloud workloads, necessitates re-visiting the traditional rack-mountable servers based datacenter design.
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