Network Performance Trade-Off in Modular Data Centers With Optical Spatial Division Multiplexing
Artikel i vetenskaplig tidskrift, 2018

Modular design based on spatial division-multiplexing switches is a promising way to improve the capacity and reduce the cabling complexity of data center networks. However, due to the coexistence of mice and elephant flows, in modular data center networks a trade-off between the blocking probability and total throughput arises. In fact, blocking elephant flows would lead to a relevant penalty on the throughput but a small penalty on the blocking probability. In this paper, we investigate the relation between the blocking and throughput in modular data center networks based on optical spatial division multiplexing. We combine the two metrics linearly by a weight factor that prioritizes them relatively. To solve the resource allocation problem, we propose both mixed integer linear programming formulations and close-to-optimal heuristics for three different spatial division multiplexing switching schemes. Simulation results demonstrate that a carefully chosen weight factor is necessary to achieve a proper balance between the blocking probability and throughput for all the schemes.

Data centers

Spatial division multiplexing

Resource allocation

Författare

Li Yan

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

Matteo Fiorani

Kungliga Tekniska Högskolan (KTH)

Ajmal Muhammad

Kungliga Tekniska Högskolan (KTH)

Massimo Tornatore

Politecnico di Milano

Erik Agrell

Chalmers, Elektroteknik, Kommunikations- och antennsystem, Kommunikationssystem

Lena Wosinska

Kungliga Tekniska Högskolan (KTH)

Journal of Optical Communications and Networking

1943-0620 (ISSN)

Vol. 10 9 796-808

Teknologier for spatiell multiplexning: nästa utmaning inom optisk kommunikation

Vetenskapsrådet (VR), 2015-01-01 -- 2018-12-31.

Mot flexibla och energi-effektiva datacenternätverk

Vetenskapsrådet (VR), 2015-01-01 -- 2018-12-31.

Adaptiva optiska nätverk: Teori och algoritmer för systemoptimering

Vetenskapsrådet (VR), 2013-01-01 -- 2016-12-31.

Ämneskategorier

Telekommunikation

Beräkningsmatematik

Kommunikationssystem

DOI

10.1364/JOCN.10.000796

Mer information

Senast uppdaterat

2019-07-17