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检索条件"机构=High Performance Computing Lab Department of Computer Science and Engineering"

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A Network Management System Based on DPI

A Network Management System Based on DPI

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International Conference on Network-Based Information Systems (NBIS)

作者： Chu-Sing Yang Ming-Yi Liao Mon-Yen Luo Shin-Min Wang C. Eugene Yeh Institute of Computer and Communication Engineering Department of Electrical Engineering National Cheng Kung University Taiwan Department of Computer Science and Information Engineering National Kaohsiung University of Applied Sciences Kaohsiung Taiwan National Center of High-Performance Computing Taiwan

More and more network applications have appeared in recent years. Government, university, industry and individual Internet users and network services need more bandwidth and various network applications. Many new network protocols are proposed so that it is now becoming harder to manage the network. In the conditional network, every network protocol uses the fixed port, the so-called well-known port number. In the past, it was easy to classify and manage the network traffic because we could identify the network service by the port number. However, new types of network applications do not use fixed port number. The method of traffic classification with fixed port number is inadequate. In recent years, the DPI (Deep Packet Inspection) is used to classify the traffic. This study deploys a NMS (network management system) based on DPI and SNMP. The NMS controls the network devices and services according to the traffic classification of DPIS (DPI server). The platform of DPIS is implemented on the Netfilter framework in Linux kernel.

关键词： Linux Servers Kernel Switches Protocols Inspection Sockets

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Alleviating Deduplication-oriented Fragmentation of SSDs by Considering File Hotness and Popularity

Alleviating Deduplication-oriented Fragmentation of SSDs by ...

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International SoC Design Conference, ISOCC

作者： Lee Chang Chien-Chung Ho Tei-Wei Kuo Department of Computer Science and Information Engineering National Taiwan University Department of Computer Science and Information Engineering National Cheng Kung University High Performance and Scientific Computing Center National Taiwan University Mohamed bin Zayed University of Artificial Intelligence

Data deduplication is a highly efficient method for data storage, providing significant benefits in terms of storage utilization and cost reduction in large-scale storage systems. This research introduces a novel approach to dynamic chunk allocation in deduplication systems, aiming to minimize fragmentation and enhance read performance by leveraging supported SSD commands. The write strategy is intelligently determined based on the popularity of chunks within each die, optimizing overall system performance. Additionally, we introduce a read/write unit based on the plane level to harness the internal parallelism of SSDs. Through extensive simulations, our proposed design demonstrates an average performance improvement of 18.8%, highlighting our approach’s effectiveness and impact.

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Analyzing the Robustness of Scheduling Algorithms Using Divisible Load Theory on Heterogeneous Systems

Analyzing the Robustness of Scheduling Algorithms Using Divi...

引用

International Symposium on Parallel and Distributed computing

作者： Mahadevan Balasubramaniam Ioana Banicescu Florina M. Ciorba Department of Computer Science and Engineering Mississippi State University Mississippi USA Center for Information Services and High Performance Computing (ZIH) Technische Universität Dresden Dresden Germany

ISBN: (纸本)9781479907342

Arbitrarily divisible workloads are present in a large class of scientific applications, such as N-body simulations, Monte Carlo simulations, CFD applications, and others. Divisible load theory (DLT) provides a tractable approach to the scheduling of arbitrarily divisible workloads. high performance parallel and distributed systems may operate in an unreliable environment, and a robust system is expected to deliver a certain level of performance when operating in such an environment. To the best of our knowledge, this is the first work to study and analyze the robustness of DLT algorithms. Using simulations, a study of the resiliency of DLT to variations in certain system features, such as the network latency, the network bandwidth, and the processor availability on a single level tree topology is presented. The simulation results demonstrate the robustness of the DLT algorithms under certain application and system characteristics.

关键词： Robustness Processor scheduling Equations Schedules Bandwidth Computational modeling Runtime

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An efficient technique for optimization of the concentric array radial line slot antenna (CA-RLSA)

An efficient technique for optimization of the concentric ar...

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Antennas and Propagation Society International Symposium

作者： Zhuo Feng Le-Wei Li Er-Ping Li Tat Soon Yeo Department of Electrical and Computer Engineering National University of Singapore Kent Ridge Singapore Computational Electronics and Electromagnetics Division Institute of High Performance Computing Science Park II Singapore

Presents an improved technique for the design of CA-RLSAs in which the slot paths are split into several identical regions. The conventional Galerkin's moment method is carried out to solve the unknown excitation ... 详细信息

ISBN: (纸本)0780388836

关键词： Antenna arrays Slot antennas Moment methods Apertures Transmission line matrix methods Admittance Magnetic analysis Magnetic fields Equations Electromagnetics

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Virtual memory versus file interfaces for large, memory-intensive scientific applications 96

Virtual memory versus file interfaces for large, memory-inte...

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Proceedings of the 1996 ACM/IEEE conference on Supercomputing

作者： Yoonho Park Ridgway Scott Stuart Sechrest High Performance Computing Center University of Houston Houston TX Software Systems Research Laboratory Department of Electrical Engineering and Computer Science University of Michigan Ann Arbor MI

ISBN: (纸本)9780897918541

Scientific applications often require some strategy for temporary data storage to do the largest possible simulations. The use of virtual memory for temporary data storage has received criticism because of performance problems. However, modern virtual memory found in recent operating systems such as Cenju-3/DE give application writers control over virtual memory policies. We demonstrate that custom virtual memory policies can dramatically reduce virtual memory overhead and allow applications to run out-of-core efficiently. We also demonstrate that the main advantage of virtual memory, namely programming simplicity, is not lost.

关键词： custom policies

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Parallel algorithms for force directed scheduling of flattened and hierarchical signal flow graphs

Parallel algorithms for force directed scheduling of flatten...

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IEEE International Conference on computer Design: VLSI in computers and Processors, (ICCD)

作者： P. Prabhakaran P. Banerjee Center for Reliable and High-Performance Computing Coordinated Science Laboratory University of Illinois Urbana IL USA Center for Parallel and Distributed Computing Department of Electrical and Computer Engineering Northwestern University Evanston IL USA

In this paper we present some novel algorithms for scheduling hierarchical signal flow graphs in the domain of high-level synthesis. There are several key contributions of this paper. First, we develop a novel extension of the force directed scheduling problem which naturally handles loops and conditionals by coming up with a scheme of scheduling hierarchical signal flow graphs. Second, we develop three new parallel algorithms for the scheduling problem. Third, our parallel algorithms are portable across a wide range of parallel platforms. We report results on a set of high-level synthesis benchmarks on 8-processor SGI Challenge and a network of 4 SUN SPARCstation5 work stations. Finally, while some parallel algorithms for VLSI CAD reported by earlier researchers have reported a loss of qualities of results, our parallel algorithms produce exactly the same results as the sequential algorithms on which they are based.

关键词： Parallel algorithms Flow graphs Processor scheduling Concurrent computing Scheduling algorithm Contracts Cost function Broadcasting

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Automatic Refactoring of Legacy Fortran Code to the Array Slicing Notation

Automatic Refactoring of Legacy Fortran Code to the Array Sl...

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International Conference on Parallel and Distributed Systems (ICPADS)

作者： Chandrasehar Rajaseharan Wen Jun Tan Wai Teng Tang Stephen John Turner Shyh-Hao Kuo Rick Siow Mong Goh Weng-Fai Wong School of Computer Engineering Nanyang Technological University Singapore Agency for Science Technology and Research Institute of High Performance Computing Singapore Agency for Science Technology and Research Singapore SG Department of Computer Science National University of Singapore Singapore

There are many legacy Fortran programs still in use today, especially scientific codes which were written decades ago. Many of these codes use explicit DO-loops in programs that tend to clutter the code and make it harder to understand and maintain. Modern features of the Fortran language, such as the array slicing notation and introduction of commonly used intrinsic functions, go a long way in helping programmers write code that is easier to read and maintain. We introduce a refactoring tool that can help to transform code to make use of the array slicing notation and related intrinsic functions.

关键词： Arrays Educational institutions Jacobian matrices Optimization Java Clutter Transforms

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Moment Invariants with Data Augmentation for Tongue Image Segmentation

Moment Invariants with Data Augmentation for Tongue Image Se...

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2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021

作者： Lin, Senlin Song, Xuekun Xu, Ziheng Zhang, Xinyue Lin, Yinqing Zhang, Rui Chen, Yulong Zhang, Fa Qiu, Dehui Zheng, Yuling Wan, Xiaohua Institute of Computing Technology Chinese Academy of Sciences High Performance Computer Research Center Beijing China University of Chinese Academy of Sciences Beijing China Henan University of Chinese Medicine Henan China The First Affiliated Hospital of Henan University of Chinese Medicine Henan China Information Engineering College Capital Normal University Beijing China Department of Computer Science Shantou University Shantou China

ISBN: (纸本)9781665401265

Tongue diagnosis plays an essential role in diagnosing the syndrome types, pathological types, lesion location and clinical stages of cancers in Traditional Chinese Medicine (TCM). The quality of the tongue image datasets is crucial to tongue image segmentation in modern tongue diagnosis. However, the tongue image dataset maintains a challenging problem because of the lack of datasets for the sublingual image, the complexity and scarcity of the tongue images. In this paper, we propose an effective segmentation framework for tongue images, called Moment Invariants with Data Augmentation (DAMI), which can be flexibly applied to different segmentation models. To overcome over-fitting caused by excessive data augmentation, a data augmentation module with random transformations is designed to achieve appropriate data augmentation. Meanwhile, we develop a new moment invariants module to optimize data augmentation in image segmentation. In addition, a novel tongue image dataset, Lingual-Sublingual Image Dataset (LSID), has been established for the classification and segmentation of tongue or sublingual veins. Experimental results confirm that the models using DAMI can remarkably outperform the existing methods on LID, SID and BioHit for the tongue image segmentation. © 2021 IEEE.

关键词： Image segmentation

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Malware behavioral analysis system: TWMAN

Malware behavioral analysis system: TWMAN

引用

IEEE Symposium on Intelligent Agents, IA

作者： Hsien-De Huang Chang-Shing Lee Hung-Yu Kao Yi-Lang Tsai Jee-Gong Chang National Center of High-Performance Computing National Applied Research Laboratories Tainan Taiwan Department Computer Science and Information Engineering National University of Tainan Tainan Taiwan Department Computer Science and Information Engineering National Cheng Kung University Tainan Taiwan

Malware is an important topic of security threat research. In this paper, a behavioral malware analysis system TWMAN was presented. This study focuses on using real operation system (OS) environment to analysis malware behavioral. Many researchers try to use virtual machine (VM) system to monitor the malware behaviors. These malware samples will only compromise the virtual operating system or virtual machine, which cannot reflect in the real operating system or real environment. Therefore, some malware researchers don't want their systems to be analyzed in VM environment, because the analyzer cannot much useful information in VM environment. There are many Anti-VM techniques which are used to ward off the collection, analysis, and reverse engineering features of the VM based malware analysis platform. There are differences between these two behaviors: malware behavior in real environment and in virtual environment. Therefore, malware researcher would get inaccurate analysis results from VM based malware analysis platform. In order to retrieve correct malware behavioral information, we need flexible, adaptable, and quickly analysis environment, which could discovery malware behavioral in real operation system environment, and which can quickly restore clear operation system to analysis another malware sample. For this reason, this study developed Taiwan Malware Analysis Net(TWMAN), a real operation system environment for malware behavioral analysis and analysis report. We believe this system would be helpful to improve the correctness of malware analysis result and reduce the loss rate of malware analysis.

关键词： Malware IP networks Internet Software Forensics Image restoration

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A self-consistent SDD-NEGF approach for modelling magnetic tunnel junctions

A self-consistent SDD-NEGF approach for modelling magnetic t...

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作者： Siu, Z.B. Jalil, M.B.A. Tan, S.G. Wang, J.-S. Department of Physics Center for Computational Science and Engineering National University of Singapore 117542 Singapore Singapore Data Storage Institute Agency for Science Technology and Research (A STAR) 117608 Singapore Singapore Information Storage Materials Laboratory Electrical and Computer Engineering Department National University of Singapore 117576 Singapore Singapore Computational Nanoelectronics and Nano-device Laboratory Electrical and Computer Engineering Department National University of Singapore 117576 Singapore Singapore Institute of High Performance Computing Agency for Science Technology and Research (A STAR) 138632 Singapore Singapore

Most contemporary work on magnetic tunnel junctions either consider ballistic quantum transport across the tunneling barrer, for instance via the Non Equilibrium Green's Function (NEGF) formalism, or treat the tunneling region as a lump resistance connected to bulk metallic leads in the Spin Drift-Diffusion (SDD) approach. The effects of interfacial barriers and central device physics on the spin accumlation in the leads have largely been ignored in most NEGF calculations. In this work we introduce a self consistent approach that combines the NEGF and SDD methods. We calculate the effects of the barrier potential height and spin orbit interaction on the spin injection from a ferromagnet to a semiconductor through the barrier. © 2006 IEEE.

关键词： Tunnel junctions

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