Leaving All Proxy Server Logs to Paragraph Vector

Generative Paragraph Vector

The recently introduced Paragraph Vector is an efficient method for learning highquality distributed representations for pieces of texts. However, an inherent limitation of Paragraph Vector is lack of ability to infer distributed representations for texts outside of the training set. To tackle this problem, we introduce a Generative Paragraph Vector, which can be viewed as a probabilistic exten...

Analysis of Web Proxy Logs

Proxy QUOTE SERVER

We’re changing gears in this column. Our recent columns have used a distributed stock quoting example to focus on different concurrency models for developing multithreaded server applications. In this column, we’ll start looking at another aspect of distributed object computing systems: decoupling the relationship between “clients” and “servers.” Our examples to date have focused exclusively on...

Intelligent Proxy Server

This paper studies the choice of web proxy servers. Usually there are plenty of proxy servers that are available to users, so it is important for users to choose the best proxy server. When visiting web servers in different countries, it is a common practice to divert the requests to different proxy servers in order to get better performance. However, generally the users do not exactly know whi...

Monitoring Application Use with License Server Logs

One feature of our campus-wide UNIX service is the wide selection of scientific and engineering applications such as AutoCad, Pro/ENGINEER, Maple, etc. We currently have 32 ‘‘major application packages’’ site licensed, representing an annual cost of almost $300,000. A number of the licenses were based on concurrent usage, so around budget time, people started to ask if we had an appropriate num...