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CECI - HPDA Survey
The budget for the new CECI cluster at ULB could be available in 2018. ULB was designated as the University to provide a HPDA infrastructure (i.e: High Performance Data Analytics, sometimes refered to as "BigData") and services for the CECI. Given the heterogeneity in this field, we would like you to take a few minutes to fill this form so that an infrastructure answering the broadest needs can be designed.
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* Indicates required question
Are you interested to have access to this kind of infrastructure ?
*
Yes
No
Other:
On which kind of data do you want to work ? (e.g: Genomic, Video, Image, Text,...)
Your answer
What is the amount of data you plan on using and under which format are those information stored ? (e.g: text, csv/tsv, lots of small files, few big files, distributed database,...) Are those subject to modifications during your computations ?
Your answer
How do you access these data ?
Sequentialy
Randomly
Other:
Clear selection
What services are you currently using in your research projects ?
Hadoop : HDFS / HBase / YARN (Map-Reduce)
Spark
ElasticSearch
Solr
Cassandra
Hive
Impala
Other:
Clear selection
What amount of memory are you susceptible to use for a single core ?
*
1 Gb
2 Gb
4 Gb
8 Gb
16 Gb
More
I don't know
Amount of resident data (Your Home Folder)
*
0 Gb to 250 Gb
250 Gb to 500 Gb
500 Gb to 1000 Gb
1Tb - 2 Tb
2 Tb - 10 Tb
Other:
Amount of transient data (Your tmp folder)
0 Gb to 250 Gb
250 Gb to 500 Gb
500 Gb to 1000 Gb
1Tb - 2 Tb
2 Tb - 10 Tb
Other:
Clear selection
Do you need data to be stored durably in a distributed database or search engine ? (e.g: An entire DB in HBase or an index in ElasticSearch)
Yes
No, I do benchmarks and need to populate those services each time
Other:
Clear selection
Will you be using sensitive data ?
*
Yes
No
I don't know
If your data is sensitive, what do you need ?
Encryption of the resident data
Encryption of the resident data as well as transient data
Encryption of the internal network traffic
Clear selection
If your data is sensitive, could you describe briefly your needs in terms of security ?
Your answer
Are you interested in using Notebooks like Jupyter or Zeppelin
Yes
No
Clear selection
Do you plan on using distributed GPU computations ?
Yes, using OpenCl
Yes, using CUDA
No
I don't know
Clear selection
If you are interested in GPU computations what frameworks/libraries do you use ?
TensorFlow
Theano
PyTorch
Other:
Clear selection
If you are a R user, would RStudio be
Unnecessary
Unnecessary as long as a Notebook is available with a R Interpreter
A plus
A necessity
I'm not a R user
Clear selection
Do you plan on running benchmarks ?
*
Yes
No
I don't know
Do you plan to use the HPDA infrastructure for :
*
Development
Research
Production
Are there any libraries you will definitely need ? (e.g: Mahout v0.13.0, Giraph v1.2.0,...)
Your answer
Do you think of other technologies/services, not mentionned earlier, that you would like to see on a BigData cluster ?
Your answer
Could you describe briefly the software stack you are currently using in your work with BigData ?
Your answer
If we have further questions, may we contact you directly ?
*
Yes
No
Any other remarks ? Feel free to elaborate !
Your answer
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