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Modern graphics processors provide exceptional computa- tional power, but only for certain computational models. While they have revolutionized computation in many fields, compression has been largely unnaffected. This paper aims to explain…

数据结构与算法 · 计算机科学 2011-09-13 Axel Eirola

Finding the optimal set of cloud resources to deploy a given workload at minimal cost while meeting a defined service level agreement is an active area of research. Combining tens of parameters applicable across a large selection of…

分布式、并行与集群计算 · 计算机科学 2025-06-27 Michael Johnston , Burkhard Ringlein , Christoph Hagleitner , Alessandro Pomponio , Vassilis Vassiliadis , Christian Pinto , Srikumar Venugopal

In the past, efforts were taken to improve the performance of a processor via frequency scaling. However, industry has reached the limits of increasing the frequency and therefore concurrent execution of instructions on multiple cores seems…

硬件体系结构 · 计算机科学 2013-09-24 Irfan Uddin

This chapter will survey pervasive computing with a look at how its constraint for transparency affects issues of resource management and security. The goal of pervasive computing is to render computing transparent, such that computing…

人机交互 · 计算机科学 2008-01-22 Mark Wenstrom , Eloisa Bentivegna , Ali Hurson

These proceedings present the unfolding techniques used so far in ATLAS. Two representative examples are discussed in detail; one using bin-by-bin correction factors, and the other iterative unfolding.

高能物理 - 实验 · 物理学 2011-04-18 Georgios Choudalakis

The current hardware landscape and application scale is driving performance engineers towards writing bespoke optimizations. Verifying such optimizations, and generating minimal failing cases, is important for robustness in the face of…

Modern computer architectures share physical resources between different programs in order to increase area-, energy-, and cost-efficiency. Unfortunately, sharing often gives rise to side channels that can be exploited for extracting or…

密码学与安全 · 计算机科学 2017-01-24 Pablo Cañones , Boris Köpf , Jan Reineke

Today, cloud computing is an emerging way of computing in computer science. Cloud computing is a set of resources and services that are offered by the network or internet. Cloud computing extends various computing techniques like grid…

分布式、并行与集群计算 · 计算机科学 2014-03-25 Shubhanjali Sharma , Garima Gupta , P. R. Laxmi

Latency and energy consumption are key metrics in the performance of deep neural network (DNN) accelerators. A significant factor contributing to latency and energy is data transfers. One method to reduce transfers or data is reusing data…

硬件体系结构 · 计算机科学 2024-10-15 Michael Gilbert , Yannan Nellie Wu , Joel S. Emer , Vivienne Sze

Today's high-speed switches employ an on-chip shared packet buffer. The buffer is becoming increasingly insufficient as it cannot scale with the growing switching capacity. Nonetheless, the buffer needs to face highly intense bursts and…

网络与互联网体系结构 · 计算机科学 2025-01-24 Danfeng Shan , Yunguang Li , Jinchao Ma , Zhenxing Zhang , Zeyu Liang , Xinyu Wen , Hao Li , Wanchun Jiang , Nan Li , Fengyuan Ren

We investigate the usage of highly efficient error correcting codes of multilevel systems to protect encoded quantum information from erasure errors and implementation to repetitively correct these errors. Our scheme makes use of quantum…

量子物理 · 物理学 2017-01-23 Sreraman Muralidharan , Chang-Ling Zou , Linshu Li , Jianming Wen , Liang Jiang

While there are known performance trade-offs between database page buffer pool and query execution memory allocation policies, little has been written on the impact of query compilation memory use on overall throughput of the database…

数据库 · 计算机科学 2007-05-23 Boris Baryshnikov , Cipri Clinciu , Conor Cunningham , Leo Giakoumakis , Slava Oks , Stefano Stefani

Deep Neural Networks (DNNs) have become ubiquitous in medical image processing and analysis. Among them, U-Nets are very popular in various image segmentation tasks. Yet, little is known about how information flows through these networks…

机器学习 · 计算机科学 2021-04-05 Suemin Lee , Ivan V. Bajić

Modern developments in digital media technologies has made transmitting and storing large amounts of multi/rich media data (e.g. text, images, music, video and their combination) more feasible and affordable than ever before. However, the…

多媒体 · 计算机科学 2011-09-07 Pravin M. Kamde , Dr. Siddu. P. Algur

Accelerators used for machine learning (ML) inference provide great performance benefits over CPUs. Securing confidential model in inference against off-chip side-channel attacks is critical in harnessing the performance advantage in…

密码学与安全 · 计算机科学 2021-10-15 Sarbartha Banerjee , Shijia Wei , Prakash Ramrakhyani , Mohit Tiwari

Several researchers have proposed solutions for secure data outsourcing on the public clouds based on encryption, secret-sharing, and trusted hardware. Existing approaches, however, exhibit many limitations including high computational…

数据库 · 计算机科学 2018-12-06 Sharad Mehrotra , Kerim Yasin Oktay , Shantanu Sharma

Analysis of the retrieval architecture of the highly influential UNIX file system (\cite{Ritchie}\cite{multicsfs}) provides insight into design methods, constraints, and possible alternatives. The basic architecture can be understood in…

操作系统 · 计算机科学 2015-09-28 Victor Yodaiken

The intrinsic structure of binary fields poses a challenging complexity problem from both hardware and software point of view. Motivated by applications to modern cryptography, we describe some simple techniques aimed at performing…

组合数学 · 数学 2015-01-16 Valentino Lanzone , Gábor P. Nagy

Special technologies need to be used to take advantage of, and overcome, the challenges associated with acquiring, transforming, storing, processing, and distributing spoken language resources in organisations. This paper introduces an…

计算与语言 · 计算机科学 2007-05-23 Rodney J. Clarke , Dali Dong , Philip C. Windridge

The cost of communication between the operating system kernel and user applications has long blocked improvements in software performance. Traditionally, operating systems encourage software developers to use the system call interface to…

操作系统 · 计算机科学 2025-07-01 Boming Kong , Zhizhou Zhang , Jonathan Balkind
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