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Cloud computing represents an appealing opportunity for cost-effective deployment of HPC workloads on the best-fitting hardware. However, although cloud and on-premise HPC systems offer similar computational resources, their network…

分布式、并行与集群计算 · 计算机科学 2022-11-03 Daniele De Sensi , Tiziano De Matteis , Konstantin Taranov , Salvatore Di Girolamo , Tobias Rahn , Torsten Hoefler

We carry out a comparative performance study of multi-core CPUs, GPUs and Intel Xeon Phi (Many Integrated Core - MIC) with a microscopy image analysis application. We experimentally evaluate the performance of computing devices on core…

分布式、并行与集群计算 · 计算机科学 2015-05-15 George Teodoro , Tahsin Kurc , Guilherme Andrade , Jun Kong , Renato Ferreira , Joel Saltz

Many computer systems for calculating the proper organization of memory are among the most critical issues. Using a tier cache memory (along with branching prediction) is an effective means of increasing modern multi-core processors'…

网络与互联网体系结构 · 计算机科学 2021-05-21 Mohamed A. Hamada , Abdelrahman Abdallah

This paper presents results of the performance benchmarks of the Open Source hypervisor Xen. The study focuses on the network related performance as well as on the application related performance of multiple virtual machines that were…

性能 · 计算机科学 2010-09-30 Adrian Heissler

The current virtualization solution in the Cloud widely relies on hypervisor-based technologies. Along with the recent popularity of Docker, the container-based virtualization starts receiving more attention for being a promising…

分布式、并行与集群计算 · 计算机科学 2017-08-07 Zheng Li , Maria Kihl , Qinghua Lu , Jens A. Andersson

A promising approach for designing critical embedded systems is based on virtualization technologies and multi-core platforms. These enable the deployment of both real-time and general-purpose systems with different criticalities in a…

软件工程 · 计算机科学 2019-09-23 Luigi De Simone , Giovanni Mazzeo

Estimating power consumption in modern Cloud environments is essential for carbon quantification toward green computing. Specifically, it is important to properly account for the power consumed by each of the running applications, which are…

分布式、并行与集群计算 · 计算机科学 2024-07-02 Sunyanan Choochotkaew , Chen Wang , Huamin Chen , Tatsuhiro Chiba , Marcelo Amaral , Eun Kyung Lee , Tamar Eilam

Virtualization technologies allow multiple tenants to share physical resources with a degree of security and isolation that cannot be guaranteed by mere containerization. Further, virtualization allows protected transparent introspection of…

密码学与安全 · 计算机科学 2018-08-03 Roberto Di Pietro , Flavio Lombardi

Virtualization offers several benefits for optimal resource utilization over traditional non-virtualized server farms. With improvements in internetworking technologies and increase in network bandwidth speeds, a new era of computing has…

分布式、并行与集群计算 · 计算机科学 2012-07-26 Piyush Harsh , Florian Dudouet , Roberto G. Cascella , Yvon Jégou , Christine Morin

The primary motivation for uptake of virtualization have been resource isolation, capacity management and resource customization: isolation and capacity management allow providers to isolate users from the site and control their resources…

分布式、并行与集群计算 · 计算机科学 2016-11-17 Omer Khalid , Richard Anthony , Paul Nillson , Kate Keahey , Markus Schulz , Miltos Petridis , Kevin Parrott

The trend in industry is towards heterogeneous multicore processors (HMCs), including chips with CPUs and massively-threaded throughput-oriented processors (MTTOPs) such as GPUs. Although current homogeneous chips tightly couple the cores…

硬件体系结构 · 计算机科学 2013-10-30 Blake A. Hechtman , Daniel J. Sorin

With the ever-increasing pervasiveness of the cloud computing paradigm, strong isolation guarantees and low performance overhead from isolation platforms are paramount. An ideal isolation platform offers both: an impermeable isolation…

分布式、并行与集群计算 · 计算机科学 2021-10-25 Vincent van Rijn , Jan S. Rellermeyer

Cloud Computing has emerged as a successful computing paradigm for efficiently utilizing managed compute infrastructure such as high speed rack-mounted servers, connected with high speed networking, and reliable storage. Usually such…

操作系统 · 计算机科学 2016-11-17 Piyus Kedia , Sorav Bansal , Deepak Deshpande , Sreekanth Iyer

Graphics Processing Units (GPUs) are becoming popular accelerators in modern High-Performance Computing (HPC) clusters. Installing GPUs on each node of the cluster is not efficient resulting in high costs and power consumption as well as…

分布式、并行与集群计算 · 计算机科学 2016-06-15 Javier Prades , Blesson Varghese , Carlos Reano , Federico Silla

Cloud computing is a particular implementation of distributed computing. It inherited many properties of distributed computing such as scalability, reliability and distribution transparency. The transparency middle layer abstracts the…

分布式、并行与集群计算 · 计算机科学 2021-02-11 Bola Abimbola

Performance interference can occur when various services are executed over the same physical infrastructure in a cloud system. This can lead to performance degradation compared to the execution of services in isolation. This work proposes a…

分布式、并行与集群计算 · 计算机科学 2024-02-08 VÍctor Medel , Unai Arronategui , Omer Rana , JosÉ Ángel BaÑares , Rafael Tolosana-Calasanz

To mitigate the increasingly common underutilization of computational resources in modern GPUs, spatial sharing methods enable multiple applications to use them simultaneously. This work presents a comprehensive evaluation of NVIDIA's…

分布式、并行与集群计算 · 计算机科学 2026-04-30 Jorge Villarrubia , Luis Costero , Francisco D. Igual , Katzalin Olcoz

The architecture scalability afforded by recent proposals of a large scale photonic based quantum computer, utilizing the theoretical developments of topological cluster states and the photonic chip, allows us to move on to a discussion of…

量子物理 · 物理学 2016-10-03 Simon J. Devitt , William J. Munro , Kae Nemoto

Virtualization technology and cloud computing have brought a paradigm shift in the way we utilize, deploy and manage computer resources. They allow fast deployment of multiple operating system as containers on physical ma- chines which can…

分布式、并行与集群计算 · 计算机科学 2012-10-30 Omer Khalid , Arsalaan Sheikh , Brice Copy

High Performance Computing (HPC), Artificial Intelligence (AI)/Machine Learning (ML), and Quantum Computing (QC) and communications offer immense opportunities for innovation and impact on society. Researchers in these areas depend on…

计算机与社会 · 计算机科学 2020-12-18 William Gropp , Sujata Banerjee , Ian Foster