[BigDataX] more reading

Ioan Raicu iraicu at cs.iit.edu
Wed May 25 23:41:02 CDT 2016


Hi all,
I tried to organize all of today's projects into categories, and list 
the latest results as reading material. There might be even newer 
results/material that is not online, I'll share that with you once each 
student is assigned their projects.

Storage:

 1. File System (FusionFS):
      * Main paper:
        http://datasys.cs.iit.edu/publications/2015_TPDS-FusionFS.pdf
      * Caching:
        http://datasys.cs.iit.edu/publications/2015_IJBDI-hycache.pdf
      * Compression: http://datasys.cs.iit.edu/publications/2015_TSC-VC.pdf
      * Erasure Coding:
        http://datasys.cs.iit.edu/publications/2016_JPDC-GEST.pdf
      * Search:
        http://datasys.cs.iit.edu/publications/2016_IIT_MS-thesis_Itua-Ijagbone.pdf
      * Provenance:
        http://datasys.cs.iit.edu/publications/2013_Cluster13_Provenance.pdf
 2. Burst Buffers:
      * http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6232369&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6232369
 3. NoSQL (ZHT):
      * Main paper: http://datasys.cs.iit.edu/publications/2015_CCPE-zht.pdf
      * MPI/IB:
        http://datasys.cs.iit.edu/publications/2015_BigData15-MHT.pdf
      * Range queries over hashing: TBD
 4. SQL (HRDBMS):
    http://datasys.cs.iit.edu/publications/2015_IIT-Oral-HRDBMS.pdf
 5. Graph (Graph/Z):
      * Main paper:
        http://datasys.cs.iit.edu/publications/2015_Cluster_GraphZ.pdf
      * Graph partitioning: TBD
 6. Message Queues (Fabriq):
    http://datasys.cs.iit.edu/publications/2015_BDC_Fabriq.pdf

Scheduling:

 1. HPC (Slurm++):
      * http://datasys.cs.iit.edu/publications/2015_HPDC15-dist-hpc-sched.pdf
      * http://datasys.cs.iit.edu/publications/2014_HPDC14_SLURM++.pdf
 2. MTC (MATRIX):
      * Main paper:
        http://datasys.cs.iit.edu/publications/2013_MS-IIT_MATRIX.pdf
      * Hadoop:
        http://datasys.cs.iit.edu/publications/2015_Cluster15_MATRIX-Scheduling.pdf
 3. Cloud (CloudKon/Albatross):
    http://datasys.cs.iit.edu/publications/2014_CCGrid14_CloudKon.pdf
 4. Accelerators:
      * GPUs (GeMTC):
        http://datasys.cs.iit.edu/publications/2014_HPDC14_GeMTC.pdf
      * Xeon Phi:
        http://datasys.cs.iit.edu/publications/2015_Cluster_MTC-Phi.pdf
      * MicroOS: http://pdinda.org/Papers/vee16.pdf

Other:

 1. Power:
    http://datasys.cs.iit.edu/grants/BigDataX/2015/reports/BigDataX15_Power-Management_Ariel-Young.pdf
 2. Worm:
    http://journals.plos.org/plosone/article/asset?id=10.1371%2Fjournal.pone.0145870.PDF
 3. Network:
    http://datasys.cs.iit.edu/grants/BigDataX/2015/reports/BigDataX15_Multi-path-routing_Daniel-Parker.pdf

Projects outside my group that you might want to read about:

 1. Swift/T
 2. Hadoop
 3. Spark
 4. Cassandra
 5. GraphLab
 6. OpenStack
 7. CUDA
 8. OpenMP
 9. OpenCL
10. Amazon AWS

See you tomorrow,
Ioan

-- 
Ioan Raicu, Ph.D.
Associate Professor
Computer Science, Illinois Institute of Technology
Guest Research Faculty
Math & Computer Science, Argonne National Laboratory
http://www.cs.iit.edu/~iraicu/
http://datasys.cs.iit.edu/

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