data mining in cloud computing ppt
#1

Seminar report of data mining for cloud co.puting
Reply
#2

data mining in cloud computing ppt

Abstract

Cloud computing is an elastic computing model that the users can lease the resources from the rentable infrastructure. Cloud computing is gaining popularity due to its lower cost, high reliability and huge availability. To utilize the powerful and huge capability of cloud computing, this paper is to import it into data mining and machine learning field. As one of the most influential and open competition in machine learning area, Netflix Prize attached with mass storage had driven thousands of teams across the world to attack the problem, among which the final winner was BellKor's Pragmatic Chaos team, who bested Netflix's own algorithm for predicting ratings by 10%. Their solution is an ensemble of a large number of models, each of which specializes in addressing a different aspect of the data. Among such different models, k-nearest neighbors (KNN) and Restricted Boltzmann Machine (RBM) are reported to be two most important and successful models. As a result, we build two predictors based on such two model respectively with the order to testify their performance based on cloud computing platforms. The results show that KNN can achieve root mean square deviation (rmse) with 0:9468 after the Global Effect (GE) data preprocessing, which is better than the Cinematch's performance with rmse being 0:951. The rmse for RBM algorithm is about 0:9670 on the raw dataset, which can be further improved by KNN model.
Reply

Important Note..!

If you are not satisfied with above reply ,..Please

ASK HERE

So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page
Popular Searches: application of data mining mobile cloud computing ppt, data mining in cloud computing ppt, big data mining in cloud computing, netflix q8159,

[-]
Quick Reply
Message
Type your reply to this message here.

Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
  data flow diagram for whatsapp 2 4,184 09-12-2018, 02:30 PM
Last Post: Rhysevans371a
  A New Data Mining Based Network Intrusion Detection Model prem0597 2 4,224 04-05-2018, 09:42 PM
Last Post: Guest
  5d data storage technology ppt 2 1,609 01-12-2017, 09:43 PM
Last Post: Ajaykc
  vodacom cheat codes unlimited data bundles 3 1,441 01-03-2017, 04:35 PM
Last Post: jaseela123d
  pdf seminars report fog computing 1 7,648 09-10-2016, 06:52 PM
Last Post: hiiire
  Next Generation Secure Computing Base (NGSCB). [email protected] 7 5,259 04-10-2016, 10:50 AM
Last Post: Guest
Wink uml diagram for privacy preserving public auditing for secure cloud storage 2 1,001 19-09-2016, 10:20 PM
Last Post: harikash
  hack my cell c sim to unlimited data 2 1,552 25-08-2016, 09:55 PM
Last Post: Guest
  vodacom free data bundles cheat code 3 1,488 04-08-2016, 04:01 PM
Last Post: dhanabhagya
  how to hack mtn network and free airtime and data 2 1,302 16-07-2016, 04:17 PM
Last Post: jaseela123d

Forum Jump: