TY - GEN
T1 - Spineless Data Centers
AU - Harsh, Vipul
AU - Jyothi, Sangeetha Abdu
AU - Godfrey, P. Brighten
N1 - Publisher Copyright:
© 2020 ACM.
PY - 2020/11/4
Y1 - 2020/11/4
N2 - In enterprises, CDNs, and increasingly in edge computing, most data centers have moderate scale. Recent research has developed designs such as expander graphs that are highly efficient compared to large-scale, 3-tier Clos networks, but moderate-scale data centers need to be constructed with standard hardware and protocols familiar to network engineers, and are overwhelmingly built with a leaf-spine architecture. This paper explores whether the performance efficiency that is known to be theoretically possible at large scale can be realized in a practical way for the common leaf-spine data center. First, we find that more efficient topologies indeed exist at moderate scale, showing through simulation and analysis that much of the benefit comes from choosing a 'flat' network that uses one type of switch rather than having separate roles for leafs and spines; indeed, even a simple ring-based topology outperforms leaf-spine for a wide range of traffic scenarios. Second, we design and prototype an efficient routing scheme for flat networks that uses entirely standard hardware and protocols. Our work opens new research directions in topology and routing design that can have significant impact for the most common data centers.
AB - In enterprises, CDNs, and increasingly in edge computing, most data centers have moderate scale. Recent research has developed designs such as expander graphs that are highly efficient compared to large-scale, 3-tier Clos networks, but moderate-scale data centers need to be constructed with standard hardware and protocols familiar to network engineers, and are overwhelmingly built with a leaf-spine architecture. This paper explores whether the performance efficiency that is known to be theoretically possible at large scale can be realized in a practical way for the common leaf-spine data center. First, we find that more efficient topologies indeed exist at moderate scale, showing through simulation and analysis that much of the benefit comes from choosing a 'flat' network that uses one type of switch rather than having separate roles for leafs and spines; indeed, even a simple ring-based topology outperforms leaf-spine for a wide range of traffic scenarios. Second, we design and prototype an efficient routing scheme for flat networks that uses entirely standard hardware and protocols. Our work opens new research directions in topology and routing design that can have significant impact for the most common data centers.
KW - datacenter topology
KW - network architecture
KW - routing
UR - http://www.scopus.com/inward/record.url?scp=85097047976&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85097047976&partnerID=8YFLogxK
U2 - 10.1145/3422604.3425945
DO - 10.1145/3422604.3425945
M3 - Conference contribution
AN - SCOPUS:85097047976
T3 - HotNets 2020 - Proceedings of the 19th ACM Workshop on Hot Topics in Networks
SP - 67
EP - 73
BT - HotNets 2020 - Proceedings of the 19th ACM Workshop on Hot Topics in Networks
PB - Association for Computing Machinery
T2 - 19th ACM Workshop on Hot Topics in Networks, HotNets 2020
Y2 - 4 November 2020 through 6 November 2020
ER -