| Publisher | Vrije Universiteit | ||
|---|---|---|---|
| Format | 115.6KB PDF | Date added | 01 Jan 2008 |
| Topics | File and Network Servers, Data Mining - Analysis, Network Design | ||
| Downloads | 4 | ||
The Internet, which is becoming a more and more dynamic, extremely heterogeneous network has recently became a platform for huge fully distributed peer-to-peer overlay networks containing millions of nodes typically for the purpose of information dissemination and file sharing. This paper targets the problem of analyzing data which are scattered over a such huge and dynamic set of nodes, where each node is storing possibly very little data but where the total amount of data is immense due to the large number of nodes. The paper presents distributed algorithms for effectively calculating basic statistics of data using the recently introduced newscast model of computation and the paper demonstrates how to implement basic data mining algorithms based on these techniques.
Did you find this white paper useful?
4 out of 12 users found this white paper useful
Related white papers
Empowered SQL Server Development with Toad for SQL Server
A database developer's job is a constant series of challenges - from creating and maintaining tables and stored procedures to optimizing indexes and tuning queries. It's not easy - you...
Why Free Patch Management Tools Could Cost You More
As organizations look to keep operating expenses down, "free" technology solutions start to look more attractive. However, when choosing a solution for patching your systems and servers, it is important...
Is the time right to move from RISC to Intel Architecture?
Previous business decisions to deploy your IT solutions on RISC based architectures was most likely the right decision at the time based on the business need, the solutions availability and...
Important characteristics of a comprehensive Security Event Management solution
Security event management (SEM) is a simple way to improve your company's ability to discover and react to potential attacks, while meeting compliance regulations. Join the experts as they outline...
Novell Case Study: Chicago Mercantile Exchange
The Chicago Mercantile Exchange is an international marketplace that enables businesses to allocate assets and manage financial risks. The Merc has several dozen servers, networked with Tandem and IBM mainframes,...
Beyond FTP: Securing and Managing File Transfers
This paper examines how FTP has become the standard for business-to-business file transfers. It identifies the key pitfalls that face management using this open protocol. Finally, it demonstrates how IT...
HP, AMD, and Microsoft Deliver Network to Support Company Growth
Gypsum Supply, Ltd. sells and distributes building materials to businesses across north Texas. To compete against regional and national distributors, the organization works to provide the best customer service in...
