On Network (Un)Fairness and Reservations in Cloud Data Centers

Опубликовано 12 августа 2016, 0:19

One of the hot topics in networking research concerns how to share data center networks effectively among many flows and many tenants. In this talk, I will first start with a surprising observation, we call the TCP Outcast problem, that occurs in commodity data center networks. In multi-rooted tree topologies, we observe that sharing the network using TCP can lead to severe unfairness under common traffic patterns. The root cause of this problem lies in a new phenomenon called port blackout that occurs in taildrop switches. The second part of my talk focuses on network reservations as a way to isolate tenants from each other's applications in cloud environments. Until now, various abstractions have been proposed for sharing the data center network in the literature. But all existing works assume same network reservations throughout the execution of the job; we consider a new abstraction called the temporally-interleaved virtual cluster (TIVC) that explores time-varying reservations in data center networks. Our TIVC abstraction is motivated from the networking requirements of many applications that exhibit significant temporal diversity in their traffic requirements.