CS8803D Course Reading Summaries Paper #: 8 Title: Speculative Data Dissemination and Service to Reduce Server Load, Network Traffic and Service Time for Distributed Information Systems Objective: This paper presents two ways to optimize information distribution systems. The paper used the World Wide Web as the example of an information distribution system. The two optimizations presented are: Data dissemination, and Speculative Services Strengths, and Ideas Strength: The ideas are lucidly explained. As a result the concepts behind each scheme are easy to understand. Idea: Data dissemination - this scheme involves caching data from a web server with a series of proxy servers. Idea: Speculative Services - this scheme involves attempting to predict what web pages will be request based on the current request. Weaknesses: There is a large amount of mathematical theory presented. Practical Work: Both the Data Dissemination experiment, and the Speculative Services experiment were done over a 22 week period using a university web site system as the test bed.