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In this paper we present VinaSC, an improved version of Autodock Vina, that performs molecular docking simulation efficiently on large-scale heterogeneous cluster for massive docking scenario. Both application and platform optimizations are implemented to fully exploit performance potentials of heterogeneous platforms. Specifically, computation is offloaded to Intel Many Integrated Core (MIC) using...
Increasing numbers of 3D models provide a greatopportunity for data-driven shape modeling, analysis andsynthesis. The most critical core technique is to aggregateinformation from model collections to improve reasoningtheir properties and relationships. In this paper, we proposea probabilistic model for traditional Chinese architectures, which encodes the semantic type and hierarchicalrelationships...
Online compression of I/O-data streams in general purpose computing will enhance the effective I/O bandwidth of processors, the bandwidth of the computer network as well as the storage capacity and the read/write performance of the storage. In this paper, a self-adaptive dynamic partial reconfigurable architecture for the online compression of data streams is introduced. The proposed architecture...
Online compression of I/O-data streams in Custom Computing Machines will enhance the effective network band-width of computing systems as well as storage bandwidth and capacity. In this paper a self-adaptive dynamic partial reconfigurable architecture for online compression is proposed. The proposed architecture will bring new possibilities in online compression due to its adaptivity to dynamic environments...
Event recognition from still images is of great importance for image understanding. However, compared with event recognition in videos, there are much fewer research works on event recognition in images. This paper addresses the issue of event recognition from images and proposes an effective method with deep neural networks. Specifically, we design a new architecture, called Object-Scene Convolutional...
The Network-on-chip (NoC) based multiprocessor system-on-chip (MPSoCs) is becoming a promising architecture to meet modern applications' ever-increasing demands for computing capability under limited power budget. NoC traffic patterns are essential tools for NoC performance assessment and architecture design exploration. In this paper, we present a systematic NoC traffic modeling and generation methodology...
Network-on-chip (NoC) based multiprocessor system-on-chips (MPSoCs) have been proposed as promising architectures to meet modern applications' ever-increasing demands for computing capability under limited power budget. Understanding the behaviors of MPSoC applications is the key to design MPSoCs under tight power and performance constraints. In this case study, we systematically examine the computation...
SaaS (Software as a Service) and cloud computing are two emerging concepts. This article will combine them together and conduct a comprehensive research, SaaS can solve problems such as insufficient hardware and bandwidth by using cloud computing. In the mean time, cloud computing can make its own powerful integrated resources perform more adequately through the SaaS model, thus all structure the...
Department of Defense Architecture Framework (DoDAF) as a common integrated system architecture specification has already gained the widespread acceptance in the world. However, the limitations of its static descriptive form render it unable to support the further analysis for the dynamic behaves of complex integrated system. Therefore, an executable model is needed to fulfill the requirement of analysis,...
A new server-decentralized Internet architecture based on Jabber for robot remote control is proposed in order to have high availability, performance, scalability, fault tolerance and security. Four components of the architecture: operators, robots, transfer servers and data-keeper are defined and functioned. The robot-controlling data/robot state data are packed with XML stanzas and delivered to...
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