Coscheduling of Computation and Communication Resoures in Push-Pull Communications to Provide End-To-End QoS Guarantees
Abstract:
In this paper, we extend the Push Pull Communication Model to provide end to end quality of service QoS for clients located in distributed and heterogeneous nodes. Push pull communications is a middleware service that has been implemented on top of a Resource Kernel. It is a many to many communication model, which can easily and quickly disseminate information across heterogeneous nodes with flexible communication patterns. It supports both push data transfer initiated by a sender and pull data transfer initiated by a receiver communications. Nodes with widely differing processing power and networking bandwidth can coordinate and co-exist by the provision of appropriate and automatic support for transformation on data communication frequencies. In particular, different information sources and sinks can operate at different frequencies and also can choose another intermediate node to act as their proxy and deliver data at the desired frequency. In this paper, we specifically address the timeliness and bandwidth guarantees of the push pull model. The location of a proxy, the network topology and the underlying network support can impact the timeliness of data. We formally analyze the problem of choosing an optimal proxy location within a network. We obtain the somewhat counter intuitive result that if slightly longer end to end latencies can be tolerated and unicast protocols are used, locating the proxy at the publisher node is the best. The situation turns complex if multicast protocols are used. We show that this problem of optimal proxy allocation can be formulated as a mixed integer programming problem that can be solved efficiently. As an example, we solve the proxy location problem for a high speed vBNS network configuration. We obtain our end to end timeliness and bandwidth guarantees by using a resource kernel offering CPU guarantees at the end points and the use of a guaranteed bandwidth network between push pull clients.