1 / 4

Sample Projects

Sample Projects. Hadoop -based Real World Applications. Do you have any large scale data processing problem in your work or research? Can you formalize your data analysis problem? Can you use Hadoop to scale the computation? Make sure you can finish it in about one month. .

merton
Download Presentation

Sample Projects

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript

  1. Sample Projects

  2. Hadoop-based Real World Applications • Do you have any large scale data processing problem in your work or research? • Can you formalize your data analysis problem? • Can you use Hadoopto scale the computation? • Make sure you can finish it in about one month.

  3. Algorithm Design and Programming Project • Implement a Hadoop-based Frequent itemset mining • Apriori • Eclat • FP-tree • MapReduce PLSA (EM-algorithm) • Hadoop based Subgraph Matching

  4. Analysis of Hadoop and hadoop-based system • Hadoop, Giraph, Mahout… • Open Source Projects • Lack of good design documentation • Many inefficiency bottleneck • Read and analyze one of open source projects

More Related