论文标题
大型计算：我们要去哪里？
Big Computing: Where are we heading?
论文作者
论文摘要
本文概述了来自不同方面的计算方案的当前大数据趋势。一些重要方面包括Exascale，计算能力和提供大数据的应用程序。这始于当前的计算硬件约束，不需要上升的大数据应用程序。我们强调了能源需求，软件复杂性，硬件故障，容错计算和通信的问题和挑战。随着计算的复杂性将在未来上升。本文还强调了大型计算系统的未来方向，用于生物信息学，社交媒体，硬件和软件需求，数据密集型计算，然后迈向GPU时代。
This paper presents the overview of the current trends of Big data against the computing scenario from different aspects. Some of the important aspect includes the Exascale, the computing power and the kind of applications which offer the Big data. This starts with the current computing hardware constraint against the need of the rising Big data applications. We highlight the issues and challenges of energy requirement, software complexity, hardware failure, fault tolerant computing, and communication. As the complexity of computation is going to rise in the future. The paper also highlights the future direction of Big computing systems for Bioinformatics, social media, hardware and software requirements, data intensive computation and then towards GPU era.
