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21.
本文通过对各类空间缓冲区生成的算法思想及算法实现进行分析与比较,给出了避免在缓冲区生成结果的过程中出现的失真与尖角等问题的最适合的解决方法。 相似文献
22.
马东梅 《计算机光盘软件与应用》2011,(17)
建立在网格基础上的数据挖掘结合了网格技术的优点,能够对各种信息载体中分布的海量信息进行高效的处理、分析和挖掘。本文分析了网格技术与聚类分析方法的特点,使用基于网格方法的数据分析方法将空间划分为由(超)矩形网格单元组成的网格,然后在网格单元上进行聚类分析,以达到更加深入的进行数据挖掘分析之目的, 相似文献
23.
目前,许多电子政务系统面临着一个共同的问题,这就是所谓的"信息孤岛"问题,解决该问题的关键是如何将现有数据资源进行有效的整合。而语义网格理论的提出,为这一难题的解决提供了一个新的思路。应用语义网格理论,针对出租汽车管理信息化的应用需求,构造语义网格模型Tx-Grid,并且讨论一种利用本体整合分布式异构数据库资源的机制,有效地解决这一问题。 相似文献
24.
本文基于对制造资源调度和发现过程的分析研究,建立实用的制造资源调度器模型和调度策略,然后采用蚂蚁算法对制造资源的调度快表做出优化,并做出有关的实验和数据分析。该方法能够有效地实现制造资源的作业的合理调度和实现分布式系统的负载平衡,提高了制造资源搜索的成功率。 相似文献
25.
We present algorithms, methods, and software for a Grid resource manager, that performs resource brokering and job scheduling in production Grids. This decentralized broker selects computational resources based on actual job requirements, job characteristics, and information provided by the resources, with the aim to minimize the total time to delivery for the individual application. The total time to delivery includes the time for program execution, batch queue waiting, and transfer of executable and input/output data to and from the resource. The main features of the resource broker include two alternative approaches to advance reservations, resource selection algorithms based on computer benchmark results and network performance predictions, and a basic adaptation facility. The broker is implemented as a built-in component of a job submission client for the NorduGrid/ARC middleware. 相似文献
26.
In this paper we propose a genetic algorithm (GA) for solving the DNA fragment assembly problem in a computational grid. The algorithm, which is named GrEA, is a steady-state GA which uses a panmitic population, and it is based on computing parallel function evaluations in an asynchronous way. We have implemented GrEA on top of the Condor system, and we have used it to solve the DNA assembly problem. This is an NP-hard combinatorial optimization problem which is growing in importance and complexity as more research centers become involved on sequencing new genomes. While previous works on this problem have usually faced 30 K base pairs (bps) long instances, we have tackled here a 77 K bps long one to show how a grid system can move research forward. After analyzing the basic grid algorithm, we have studied the use of an improvement method to still enhance its scalability. Then, by using a grid composed of up to 150 computers, we have achieved time reductions from tens of days down to a few hours, and we have obtained near optimal solutions when solving the 77 K bps long instance (773 fragments). We conclude that our proposal is a promising approach to take advantage of a grid system to solve large DNA fragment assembly problem instances and also to learn more about grid metaheuristics as a new class of algorithms for really challenging problems. 相似文献
27.
Grid computing, which is characterized by large-scale sharing and collaboration of dynamic distributed resources has quickly
become a mainstream technology in distributed computing and is changing the traditional way of software development. In this
article, we present a grid-based software testing framework for unit and integration test, which takes advantage of the large-scale
and cost-efficient computational grid resources to establish a testbed for supporting automated software test in complex software
applications. Within this software testing framework, a dynamic bag-of-tasks model using swarm intelligence is developed to
adaptively schedule unit test cases. Various high-confidence computing mechanisms, such as redundancy, intermediate value
checks, verification code injection, and consistency checks are employed to verify the correctness of each test case execution
on the grid. Grid workflow is used to coordinate various test units for integration test. Overall, we expect that the grid-based
software testing framework can provide efficient and trustworthy services to significantly accelerate the testing process
with large-scale software testing.
相似文献
Yong-Duan SongEmail: |
28.
Ting Wang Jochem Vonk Benedikt Kratz Paul Grefen 《Distributed and Parallel Databases》2008,23(3):235-270
Transactions have been around since the Seventies to provide reliable information processing in automated information systems.
Originally developed for simple ‘debit-credit’ style database operations in centralized systems, they have moved into much
more complex application domains including aspects like distribution, process-orientation and loose coupling. The amount of
published research work on transactions is huge and a number of overview papers and books already exist. A concise historic
analysis providing an overview of the various phases of development of transaction models and mechanisms in the context of
growing complexity of application domains is still missing, however. To fill this gap, this paper presents a historic overview
of transaction models organized in several ‘transaction management eras’, thereby investigating numerous transaction models
ranging from the classical flat transactions, via advanced and workflow transactions to the Web Services and Grid transaction
models. The key concepts and techniques with respect to transaction management are investigated. Placing well-known research
efforts in historical perspective reveals specific trends and developments in the area of transaction management. As such,
this paper provides a comprehensive, structured overview of developments in the area. 相似文献
29.
Multi-core CPUs,Clusters, and Grid Computing: A Tutorial 总被引:1,自引:0,他引:1
The nature of computing is changing and it poses both challenges and opportunities for economists. Instead of increasing clock
speed, future microprocessors will have “multi-cores” with separate execution units. “Threads” or other multi-processing techniques
that are rarely used today are required to take full advantage of them. Beyond one machine, it has become easy to harness
multiple computers to work in clusters. Besides dedicated clusters, they can be made up of unused lab computers or even your
colleagues’ machines. Finally, grids of computers spanning the Internet are now becoming a reality. 相似文献
30.