A Novel architecture for improving performance under virtualized environments
نویسندگان
چکیده
Even though virtualization provides a lot of advantages in cloud computing, it does not provide effective performance isolation between the virtualization machines. In other words, the performance may get affected due the interferences caused by co-virtual machines. This can be achieved by the proper management of resource allocations between the Virtual Machines running simultaneously. This paper aims at providing a proposed novel architecture that is based on Fast Genetic Kmeans++ algorithm and test results show positive improvements in terms of performance improvements over a similar existing approach. KeywordsVirtualization, Performance, Performance Interference, Scheduling Algorithm, Throughput
منابع مشابه
Design of a novel congestion-aware communication mechanism for wireless NoC architecture in multicore systems
Hybrid Wireless Network-on-Chip (WNoC) architecture is emerged as a scalable communication structure to mitigate the deficits of traditional NOC architecture for the future Multi-core systems. The hybrid WNoC architecture provides energy efficient, high data rate and flexible communications for NoC architectures. In these architectures, each wireless router is shared by a set of processing core...
متن کاملTowards a Lightweight RDMA Para-Virtualization for HPC
Virtualization has gained increasing attention in the recent High Performance Computing (HPC) development. While HPC provides scalability and computing performance, HPC in the cloud benefits in addition from the agility and flexibility that virtualization brings. One of the major challenges of HPC in virtualized environments is RDMA virtualization. Existing implementations of RDMA virtualizatio...
متن کاملTowards Accurate Accounting of Energy Consumption in Shared Virtualized Environments
Virtualized infrastructure providers demand new methods to increase the accuracy of the accounting models used to charge their customers. Future data centers will be composed of many-core systems that will host a large number of VMs each. While resource utilization accounting can be achieved with existing system tools, power metering is a complex task when per-VM granularity is the goal. In thi...
متن کاملPerformance Modeling Based on Artificial Neural Network in Virtualized Environments
Large-scale data centers leverage virtualization technology to achieve excellent resource utilization, scalability and high availability. Although virtualization technology has the advantages such as fault isolation, environmental isolation and security isolation, current virtualization techniques do not have effective performance isolation among virtual machines. The hidden resource competitio...
متن کاملTowards Online Performance Model Extraction in Virtualized Environments
Virtualization increases the complexity and dynamics of modern software architectures making it a major challenge to manage the end-to-end performance of applications. Architecture-level performance models can help here as they provide the modeling power and analysis flexibility to predict the performance behavior of applications under varying workloads and configurations. However, the construc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- CoRR
دوره abs/1502.01095 شماره
صفحات -
تاریخ انتشار 2015