Big Data: 130605

Big Data: 130605
- Big Data Analysis on a Cloud-like Environvemt:
  - hierarchie of data storage
    - remote data access
    - smart local data caching strategies
  - data access protocolls
  - monitoring and optimisation of data distribution and streaming
    - network dependant scheduling
  - data mining algorithms
  - multi tier storage
    - tape access for end-users
    - benefit from storage technologies: SSD
    - random low latency access
    - smart local data caching strategies
  - algorithm developments for mutlithreading, vectorisation and GPU infrastructures
  - HTC = High Throughput Computing
    - virtualize communities
    - run all/most use cases on HTC
    - establish "Big Data Application" group
  - HEP analysis as prototyping Big Data Application
  - apply for some hardware?
  - virtual analysis cluster
    - science cloud
    - oportunistic use of existing infrastructures
    - centralized management of analysis clusters
  - optimisation of data and analysis models
    - for new use cases
    - for future needs
    - for new technologies