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Versatile models of systems using map queueing networks

Versatile models of systems using map queueing networks

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international symposium on parallel and distributed Processing (IPDPS)

作者： Giuliano Casale Ningfang Mi Evgenia Smirni Department of Computer Science College of William and Mary Williamsburg VA USA

Analyzing the performance impact of temporal dependent workloads on hardware and software systems is a challenging task that yet must be addressed to enhance performance of real applications. For instance, existing matrix-analytic queueing models can capture temporal dependence only in systems that can be described by one or two queues, but the capacity planning of real multi-tier architectures requires larger models with arbitrary topology. To address the lack of a proper modeling technique for systems subject to temporal dependent workloads, we introduce a class of closed queueing networks where service times can have non-exponential distribution and accurately approximate temporal dependent features such as short or long range dependence. We describe these service processes using Markovian arrival processes (MAPs), which include the popular Markov-modulated Poisson processes (MMPPs) as special cases. Using a linear programming approach, we obtain for MAP closed networks tight upper and lower bounds for arbitrary performance indexes (e.g., throughput, response time, utilization). Numerical experiments indicate that our bounds achieve a mean accuracy error of 2% and promote our modeling approach for the accurate performance analysis of real multi-tier architectures.

关键词： Performance analysis Hardware software systems Application software Capacity planning Computer architecture Network topology Linear programming Throughput Delay

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Dynamic self-adaptation for distributed service-oriented transactions

Dynamic self-adaptation for distributed service-oriented tra...

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SEAMS international Workshop on software engineering for Adaptive and Self-Managing systems, ICSE

作者： Hassan Gomaa Koji Hashimoto Department of Computer Science George Mason University Fairfax VA USA

Dynamic software adaptation addresses software systems that need to change their behavior during execution. To address reuse in dynamic software adaptation, software adaptation patterns, also referred to as software reconfiguration patterns, have been developed. A software adaptation pattern defines how a set of components that make up an architecture or design pattern dynamically cooperate to change the software configuration to a new configuration given a set of adaptation commands. This paper describes a dynamic self-adaptation pattern for distributed transaction management in service-oriented applications.

关键词： Connectors Service oriented architecture Protocols Computer architecture Adaptation models software systems

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Fast Preemptive Task Scheduling Algorithm for Homogeneous and Heterogeneous distributed Memory systems

Fast Preemptive Task Scheduling Algorithm for Homogeneous an...

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ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Maruf Ahmed Sharif M.H. Chowdhury Masud Hasan Department of Computer Science and Engineering Bangladesh University of Engineering and Technology Dhaka Bangladesh Department of Signal Processing Tampere University of Technology Tampere Finland

ISBN: (纸本)9780769532639

This paper presents a fast preemptive list heuristic scheduling algorithm, called the Fast Preemptive Scheduling Algorithm (FPS), for both homogeneous and heterogeneous distributed memory systems. Time complexity of FPS is just O(|V|*(log|V|+log|P|)+|E|). Such an algorithm is useful during the compilation of the parallel applications. A preemptive schedule can better utilize the resources and offers a lot of flexibility. In order to schedule tasks, FPS simulates preemptive task execution at a very low overhead and requires very little runtime support. The experimental results show that, the scheduling cost of FPS is lower than that of other well known non-preemptive and preemptive list heuristic scheduling algorithms for both homogeneous and heterogeneous systems. Also the scheduling performance of FPS is same or better than that of those algorithms.

关键词： Program processors Processor scheduling Heuristic algorithms Scheduling Complexity theory Scheduling algorithm Schedules

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CustTest: An Effective Testbed for Testing Customized Routing in Integrated Heterogeneous Networks 29

CustTest: An Effective Testbed for Testing Customized Routin...

引用

29th IEEE international Conference on parallel and distributed systems, ICPADS 2023

作者： Zhang, Jialei Xie, Xiaoxuan Yan, Zheng Wang, Haiguang Li, Tieyan Xidian University School of Cyber Engineering Xi'an China Singapore Research Center Huawei Technologies Shield Lab. Singapore

ISBN: (纸本)9798350330717

With the rapid development of the internet and the increasing demand for communication, customized routing has become one of the hot research topics in future network. In order to better meet various communication requirements, it is necessary to test and evaluate existing customized routing algorithms to optimize and explore better customized algorithms. However, existing research on customized routing simulation testing cannot provide a customized routing testbed that supports universality, stability, efficiency, and reliability to test and evaluate different customized routing algorithms. To address this issue, we proposes a testbed called CustTest. CustTest is designed based on software Defined Network (SDN) and Network Simulator 3 (NS3), and consists of two sub platforms: a customized routing calculation platform and a customized routing simulation platform. The customized routing calculation platform is used to calculate customized routes and distribute routing tables. This platform can not only flexibly deploy different customized routing algorithms, but also calculate customized routes based on user needs and convert these routes into customized routing tables. The customized routing simulation platform can effectively evaluate the performance of different customized routing algorithms using statistical analysis tools in NS3. We ensure the stability, efficiency, and reliability of CustTest by adding a pool structure and daemons. In addition, we conduct functional and performance tests on CustTest to demonstrate its ability to effectively execute customized routing calculations and its excellent performance in high concurrency environments, as well as the effectiveness of testing the performance of different customized routing algorithms. © 2023 IEEE.

关键词： Customized Routing Computing Platform Customized Routing Simulation Platform Customized Routing Testbed Integrated Heterogeneous Network

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Knowledge Interconnection Based on Binary Semantic Relation Analysis

Knowledge Interconnection Based on Binary Semantic Relation ...

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ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Yuxia Lei Baoxiang Cao Yan Wang Qufu Normal University China Institute of Computing Technology Beijing

Knowledge interconnection, which is a method from the point of knowledge discovery, plays an important role in many knowledge systems such as natural language query system and intelligence tutor system. The paper firstly discussed some kinds of interconnectivities of two closed-semantic statements with the form by analyzing the properties of binary semantic relations and the implications among semantic relations. These implications can be acquired by using the attribute exploration algorithm in formal concept analysis (FCA). And then the paper proposed an interactive interconnection algorithm, which is used to judge whether there exist meaningful interconnection factor between two statements.

关键词： Educational institutions Computer science LAN interconnection Algorithm design and analysis software engineering Artificial intelligence distributed computing Content addressable storage Knowledge based systems Natural languages

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Host load prediction for grid competing using free load profiles

引用

6th international Conference on Algorithms and Architectures for parallel Processing, ICA3PP

作者： Seneviratne, Sena Levy, David School of Electrical and Information Engineering University of Sydney Sydney NSW Australia

ISBN: (纸本)3540292357

In Order to increase the overall performance, we have studied methods for improving load prediction, which would help improve load balancing in the Grid. Current software designed to handle distributed applications does focus on the problem of forecasting the computer's future load. The UNIX five-second-host load has been collected and used to predict the host load, but the solution of forecasting can be further improved if CPU historical load data had been collected separately for each login user. Another important aspect of historical data collection is that before submission to the grid, the user separates his HPC program into sizable parallel programs and test runs them supposedly on load free computers. This means the user can obtain the load profile of the parallel program on a load free computer together with other important information. Once the free load profile is known, load behaviour of a job under certain variable background load conditions can be predicted. Thus the forecast can be performed for each user before adding the weighted values towards the final solution of prediction. In this paper we have proved that load prediction using free load profiles provided better results. In fact once the user based load data are collected, the forecasting is somewhat like that of the Stock market. © Springer-Verlag Berlin Heidelberg 2005.

关键词： distributed computer systems

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The essence of message sequence charts

The essence of message sequence charts

引用

international symposium on Multimedia software engineering

作者： M. Broy Institut für Informatik Technische Universität München Munchen Germany

Message sequence charts (MSCs) are a technique to describe patterns of interaction between the components of interactive distributed systems by specific diagrams. In this paper, we suggest a semantic model for MSCs in terms of stream processing functions. This formalization allows us to use MSCs as an intuitively clear specification technique for the components of a system with a precisely defined meaning.

关键词： systems engineering and theory Cost accounting software systems Unified modeling language Jacobian matrices Design engineering Information processing Tin Flow graphs Concrete

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A Method for Constructing a Company Specific Enterprise Architecture Model Framework

A Method for Constructing a Company Specific Enterprise Arch...

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ACIS international Conference on software engineering, Artificial Intelligence, Networking, and parallel/distributed Computing (SNPD)

作者： Adrian Kallgren Johan Ullberg Pontus Johnson Department of Industrial Information and Control Systems Royal Institute of Technology Stockholm Sweden

Good IT decision making is a highly desirable property that can be furthered by the use of enterprise architecture, an approach to IT management using diagrammatic models. In order to support decision making, the models must contain only relevant information since creation of enterprise architecture models often is a demanding task. This paper suggests a method for constructing an enterprise architecture model framework where enterprises in need of architecture and rational decision making are designated. The paper also describes the outcome of the method at a case for a Swedish utility company, Vattenfall AB.

关键词： Companies Decision making Management information systems software engineering Artificial intelligence Intelligent networks distributed computing Computer architecture Computer industry Electrical equipment industry

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Reliable software distributed Shared Memory Using Page Migration

Reliable Software Distributed Shared Memory Using Page Migra...

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international Conference on parallel and distributed systems (ICPADS)

作者： Jinpil Lee Mitsuhisa Sato Graduate School of Systems and Information Engineering University of Tsukuba Tsukuba Japan Center of Computational Sciences University of Tsukuba Tsukuba Japan

Reliability has recently become an important issue in PC cluster technology. This research proposes a software distributed shared memory system, named SCASH-FT, as an execution platform for high performance and highly reliable parallel system for commodity PC clusters. To achieve fault tolerance, each node has redundant page data that allows recovery from node failure using SCASH-FT. All page data is checkpointed and duplicated to another node when a user explicitly calls the checkpoint function. When failure occurs, SCASH-FT invokes the rollback function by restarting an execution from the last checkpoint data. SCASH-FT takes charge of processes such as detecting failure and restarting execution. So, all you have to do is just adding checkpoint function calls in the source code to determine the timing of each checkpoint. Evaluation results show that the checkpoint cost and the rollback penalty depend on the data access pattern and the checkpoint frequency. Thus, users can control their application performance by adjusting checkpoint frequency.

关键词： Functional programming distributed computing software performance Fault tolerance Frequency Application software High performance computing Cost function software systems Reliability engineering

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Hsm2: A hybrid and scalable metadata management method in distributed file systems 10th

Hsm2: A hybrid and scalable metadata management method in di...

引用

10th international symposium on parallel Architectures, Algorithms and Programming, PAAP 2019

作者： Wang, Yiduo Chen, Youxu Shao, Xinyang Chen, Jinzhong Yuan, Liu Xu, Yinlong School of Computer Science and Technology University of Science and Technology of China AnHui Province Key Laboratory of High Performance Computing Hefei China East China Research Institute of Electronic Engineering Hefei China China Academy of Electronics and Information Technology Beijing China

In the bigdata era, metadata performance is critical in modern distributed file systems. Traditionally, the metadata management strategies like the subtree partitioning method focus on keeping namespace locality, while the other ones like the hash-based mapping method aim to offer good load balance. Nevertheless, none of these methods achieve the two desirable properties simultaneously. To close this gap, in this paper, we propose a novel metadata management scheme, HSM2, which combines the subtree partitioning and hash-based mapping method together. We implemented HSM2 in CephFS, a widely deployed distributed file systems, and conducted a comprehensive set of metadata-intensive experiments. Experimental results show that HSM2 can achieve better namespace locality and load balance simultaneously. Compared with CephFS, HSM2 can reduce the completion time by 70% and achieve 3.9× overall throughput speedup for a file-scanning workload. © Springer Nature Singapore Pte Ltd. 2020.

关键词： Metadata

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