Applying statistical physics to performance analysis of large-scale computing systems (abstract)

1990 ◽  
Author(s):  
Eugene Pinsky
Keyword(s):  
Performance Analysis ◽  
Statistical Physics ◽  
Large Scale ◽  
Computing Systems ◽  
Large Scale Computing

scholarly journals Heuristic algorithms for joint optimization of unicast and anycast traffic in elastic optical network–based large–scale computing systems

2017 ◽  
Vol 27 (3) ◽  
pp. 605-622 ◽  
Author(s):  
Marcin Markowski
Keyword(s):  
Optical Networks ◽  
Wavelength Division Multiplexing ◽  
Data Center ◽  
Large Scale ◽  
Data Centers ◽  
Heuristic Algorithms ◽  
Programming Model ◽  
Approximate Solutions ◽  
Computing Systems ◽  
Large Scale Computing

AbstractIn recent years elastic optical networks have been perceived as a prospective choice for future optical networks due to better adjustment and utilization of optical resources than is the case with traditional wavelength division multiplexing networks. In the paper we investigate the elastic architecture as the communication network for distributed data centers. We address the problems of optimization of routing and spectrum assignment for large-scale computing systems based on an elastic optical architecture; particularly, we concentrate on anycast user to data center traffic optimization. We assume that computational resources of data centers are limited. For this offline problems we formulate the integer linear programming model and propose a few heuristics, including a meta-heuristic algorithm based on a tabu search method. We report computational results, presenting the quality of approximate solutions and efficiency of the proposed heuristics, and we also analyze and compare some data center allocation scenarios.

Value of service based resource management for large-scale computing systems

2017 ◽  
Vol 20 (3) ◽  
pp. 2013-2030 ◽  
Author(s):  
Cihan Tunc ◽  
Dylan Machovec ◽  
Nirmal Kumbhare ◽  
Ali Akoglu ◽  
Salim Hariri ◽  
...  
Keyword(s):  
Resource Management ◽  
Large Scale ◽  
Computing Systems ◽  
Large Scale Computing
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