TY - JOUR
T1 - Optimal Weighted Load Balancing in TCAMs
AU - Sadeh, Yaniv
AU - Rottenstreich, Ori
AU - Kaplan, Haim
N1 - Publisher Copyright:
© 1993-2012 IEEE.
PY - 2022/6/1
Y1 - 2022/6/1
N2 - Traffic splitting is a required functionality in networks, for example for load balancing over multiple paths or among different servers. The capacities of the servers determine the partition by which traffic should be split. A recent approach implements traffic splitting within the ternary content addressable memory (TCAM), which is often available in switches. It is important to reduce the amount of memory allocated for this task since TCAMs are power consuming and are often also required for other tasks such as classification and routing. Previous work showed how to compute the smallest prefix-matching TCAM necessary to implement a given partition exactly. In this paper we solve the more practical case, where at most n prefix-matching TCAM rules are available, restricting the ability to implement exactly the desired partition. We give simple and efficient algorithms to find n rules that generate a partition closest in L∞ to the desired one. We do the same for a one-sided version of L∞ which equals to the maximum overload on a server and for a relative version of it. We use our algorithms to evaluate how the expected error changes as a function of the number of rules, the number of servers, and the width of the TCAM.
AB - Traffic splitting is a required functionality in networks, for example for load balancing over multiple paths or among different servers. The capacities of the servers determine the partition by which traffic should be split. A recent approach implements traffic splitting within the ternary content addressable memory (TCAM), which is often available in switches. It is important to reduce the amount of memory allocated for this task since TCAMs are power consuming and are often also required for other tasks such as classification and routing. Previous work showed how to compute the smallest prefix-matching TCAM necessary to implement a given partition exactly. In this paper we solve the more practical case, where at most n prefix-matching TCAM rules are available, restricting the ability to implement exactly the desired partition. We give simple and efficient algorithms to find n rules that generate a partition closest in L∞ to the desired one. We do the same for a one-sided version of L∞ which equals to the maximum overload on a server and for a relative version of it. We use our algorithms to evaluate how the expected error changes as a function of the number of rules, the number of servers, and the width of the TCAM.
KW - Computer network management
KW - algorithms
KW - data structures
KW - packet switching
UR - http://www.scopus.com/inward/record.url?scp=85123306009&partnerID=8YFLogxK
U2 - 10.1109/TNET.2021.3140124
DO - 10.1109/TNET.2021.3140124
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AN - SCOPUS:85123306009
SN - 1063-6692
VL - 30
SP - 985
EP - 998
JO - IEEE/ACM Transactions on Networking
JF - IEEE/ACM Transactions on Networking
IS - 3
ER -