A Self-Organising System for Resource Finding in Large-Scale Computational Grids

نویسندگان

  • Fabrizio Messina
  • Giuseppe Pappalardo
  • Corrado Santoro
چکیده

This paper presents a novel approach for resource finding and job allocation in a computational Grid. The proposed system is called HYGRA, for HYperspace-based Grid Resource Allocation. The basic principle involves the construction of a virtual hyperspace in which the available amount of each resource type is used as a geometric coordinate, making each Grid node representable as a point in this virtual hyperspace. A distributed overlay construction algorithm aims at connecting each node with the nearest k nodes w.r.t. the euclidean distance defined in the hyperspace. In this system, a job request, which can be also represented as a point, navigates the hyperspace, from node to node, following the overlay links which minimize the euclidean distance between the current node and the target point representing the job itself. The paper describes the algorithms for overlay construction and resource finding and assesses their validity and performances by means of a simulation approach.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Self-Organising Federation of Alchemi Desktop Grids

Desktop grids presents a next generation platform for aggregating the idle processing cycles of desktop computers. However, in order to efficiently harness the power of millions of desktop computers, the systems or middlewares that can support high level of efficiency, scalability, robustness and manageability are required. In this paper, we propose a scalable and self-organising desktop grid s...

متن کامل

SEISMIC DESIGN OF DOUBLE LAYER GRIDS BY NEURAL NETWORKS

The main contribution of the present paper is to train efficient neural networks for seismic design of double layer grids subject to multiple-earthquake loading. As the seismic analysis and design of such large scale structures require high computational efforts, employing neural network techniques substantially decreases the computational burden. Square-on-square double layer grids with the va...

متن کامل

An Evaluation of Economy-based Resource Trading and Scheduling on Computational Power Grids for Parameter Sweep Applications

Computational Grids are becoming attractive and promising platforms for solving large-scale (problem solving) applications of multi-institutional interest. However, the management of resources and scheduling computations in the Grid environment is a complex undertaking as they are (geographically) distributed, heterogeneous in nature, owned by different individuals or organisations with their o...

متن کامل

Injecting Robustness into Autonomic Grid Systems

Autonomic computational grids are self-organizing software systems that pool the computational resources of large public networks to solve computationally-intensive problems. While autonomic grids can scale to networks far larger than centralized grids, they have not seen the same adoption and success in industry due to an incomplete treatment of fault tolerance. In this paper, we propose two c...

متن کامل

Online Aggregation of Coherent Generators Based on Electrical Parameters of Synchronous Generators

This paper proposes a novel approach for coherent generators online clustering in a large power system following a wide area disturbance. An interconnected power system may become unstable due to severe contingency when it is operated close to the stability boundaries. Hence, the bulk power system controlled islanding is the last resort to prevent catastrophic cascading outages and wide area bl...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2010