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==== Jobs Pending Historic ====

First some interesting progress graphs from our report to the provost.

|  {{:cluster:2006-2014-pending.png|}}  |
|  {{:cluster:cluster_citations_2014.jpg|}}  |


==== Report ====


{{:cluster:cluster-support-july2014.pdf|}}



==== Total Jobs Submitted ====

Just because I keep track =), 2 millionth milestone reached in July 2013.

{{:cluster:totaljobs.png?800|}}

A picture of our total number of job slots availability and cumulative total of jobs processed.

<code>
"Date","Type","TSlots","TJobs","CPU Teraflops"
06/01/2007,total,240,0,0.7
06/01/2008,total,240,100000,0.7
05/01/2009,total,240,200000,0.7
03/01/2011,total,496,1000000,2.2
11/01/2012,total,598,1500000,2.5
07/01/2013,total,598,2000000,2.5
06/01/2014,total,790,2320000,7.1
</code>
==== Accounts ====

  * Users
    * About 200 user accounts have been created since early 2007. 
    * At any point in time there may be 12-18 users active, it rotates in cycles of activity.
    * There are 22 permanent collaborator accounts (faculty/researchers at other institutions).
    * There are 100 generic accounts for class room use (recycled per semester).
    * Perhaps 1-2 classes per semester use the HPCC facilities


  * Depts
    * ASTRO, BIOL, CHEM, ECON, MATH/CS, PHYS, PSYC, QAC, SOC
    * Most active are CHEM and PHYS 

==== Hardware ====

This is a brief summary description of current configuration.  A more detailed version can be found in the [[cluster:126|Brief Guide to HPCC]] write up.

  * 52 old nodes (Blue Sky Studio donation, circa 2002) provide access to 104 job slots and 1.2 TB of memory.
  * 32 new nodes (HP blades, 2010) provide access to 256 job slots and 384 GB of memory.
  * 13 newer nodes (Microway/ASUS, 2013) provide access to 396 job slots and 3.3 TB of memory.
  * 5 Microway/ASUS nodes provide access to 20 K20 GPUs for a total of 40,000 cores and 160 GB of memory.
  * Total computational capacity is near 30.5 Teraflops (million million instructions per second).
    * The GPUs account for 23.40 Teraflops of that total (double precision, single precision is in the 100+ range).


  * All nodes (except the old nodes) are connected to QDR Infiniband interconnects (switches)
    * This provides a high throughput/low latency environment for fast traffic.
    * /home is served over this environment using IPoIB for fast access.
  * All nodes are also connected to gigabit standard ethernet switches.
    * The [[http://openlava.org|Openlava]] scheduler using this environment for job dispatching and monitoring.
  * The entire environment is monitored with custom scripts and [[http://www.zenoss.org/|ZenOSS]]

  * Two 48 TB disk arrays are present in the HPCC environment, carved up roughly
    * 10 TB each sharptail:/home and greentail:/oldhome (latter for disk2disk backup)
      * There is no "off site" backup destination
    * 5 TB each sharptail:/sanscratch and greentail:/sanscratch (scratch space for nodes n33-n45, n1-n32 & b0-b51, respectively)
    * 15 TB sharptail:/snapshots (for daily, weekly and monthly backups)
    * 15 TB greentail:/oldsnapshots to be reallocated (currently used for virtualization tests)
    * 7 TB each sharptail:/archives_backup and greentail:/archives (for static users files not in /home)

==== Software ====

There is an extensive list of software installed detailed at this location [[cluster:73|Software]]. Some highlights:

  * Commercial software
    * Matlab, Mathematica, Stata, SAS, Gaussian
  * Open Source Examples
    * Amber, Lammps, Omssa, Gromacs, Miriad, Rosetta, R/Rparallel
  * Main Compilers
    * Intel (icc/ifort), gcc
    * OpenMPI mpicc
    * MVApich2 mpicc
    * Nvidia nvcc
   * GPU enabled software
     * Matlab, Mathematica
     * Gromacs, Lammps, Amber, NAMD

==== Publications ====

A summary of articles that have used the HPCC  (we need work on this!)

  * [[cluster:53|Acknowledgement&Publications]]

==== Expansion ====

Our main problem is that of flexibility.  Our cores are fixed per node.  One or many small memory jobs running on the Microway nodes idles large chunks of memory.  To provide a more flexible environment, virtualization would be the solution.  Create small, medium and large memory templates and then clone nodes from the templates as needed.  Recycle the nodes when not needed anymore to free up resources.  This would also enable us to serve up other operating systems if needed (Suse, Ubuntu, Windows).

Several options are available to explore:

  * [[https://code.google.com/p/ganeti/|Google Genati]]
  * [[http://www.openstack.org/|OpenStack]]
  * [[https://linuxcontainers.org/| LXC Linux Containers]]
  * [[http://sourceforge.net/p/xcat/wiki/Main_Page/|Xcat]]

These options would require sufficiently sized hardware that than logically can be presented as virtual nodes (with virtual CPU, virtual disk and virtual network on board).

<code>
[root@sharptail ~]# for i in `seq 33 45`; do  bhosts -w n$i| grep -v HOST; done
HOST_NAME          STATUS       JL/U    MAX  NJOBS    RUN  SSUSP  USUSP    RSV
n33                ok                 -     32     20     20      0      0      0
n34                ok                 -     32     21     21      0      0      0
n35                ok                 -     32     28     28      0      0      0
n36                ok                 -     32     28     28      0      0      0
n37                ok                 -     32     20     20      0      0      0
n38                closed_Adm         -     32     16     16      0      0      0
n39                closed_Adm         -     32     20     20      0      0      0
n40                ok                 -     32     23     23      0      0      0
n41                ok                 -     32     23     23      0      0      0
n42                ok                 -     32     28     28      0      0      0
n43                ok                 -     32     23     23      0      0      0
n44                ok                 -     32     25     25      0      0      0
n45                ok                 -     32     23     23      0      0      0

[root@sharptail ~]# for i in `seq 33 45`; do  lsload n$i| grep -v HOST; done
HOST_NAME       status  r15s   r1m  r15m   ut    pg  ls    it   tmp   swp   mem
n33                 ok  23.0  22.3  21.9  50%   0.0   0 2e+08   72G   31G  247G
n34                 ok  22.8  22.2  22.1  43%   0.0   0 2e+08   72G   31G  247G
n35                 ok  29.8  29.7  29.7  67%   0.0   0 2e+08   72G   31G  246G
n36                 ok  29.2  29.1  28.9  74%   0.0   0 2e+08   72G   31G  247G
n37                -ok  20.9  20.7  20.6  56%   0.0   0 2e+08   72G   31G  248G
n38                -ok  16.0  10.9   4.9  50%   0.0   0 2e+08 9400M   32G  237G
n39                -ok  20.4  21.1  22.1  63%   0.0   0 2e+08 9296M   32G  211G
n40                 ok  23.0  23.0  22.8  76%   0.0   0 2e+08 9400M   32G  226G
n41                 ok  23.0  22.4  22.2  72%   0.0   0 2e+08 9408M   32G  226G
n42                 ok  23.3  23.5  23.1  70%   0.0   0 2e+08 9392M   32G  236G
n43                 ok  22.8  22.8  22.7  65%   0.0   0 2e+08 9360M   32G  173G
n44                 ok  25.1  25.1  25.0  78%   0.0   0 2e+08 9400M   32G  190G
n45                 ok  23.0  22.9  22.6  64%   0.0   0 2e+08 9400M   32G  226G
</code>
==== Costs ====

Here is a rough listing of what costs the HPCC generates and who pays the bill.  Acquisition costs have so far been covered by faculty grants and the Dell hardware/Energy savings project.

  * Grants
    * First $270K
    * Second $270K (first purchase $155K, second purchase $120K)
    * Dell replacement $62K

  * Recurring
    * Sysadmin, 0.5 FTE of a salaried employee, annual.
      * Largest contributor dollar wise, ITS.
    * Energy consumed in data center for power and cooling, annual.
      * At peak performance 30.5 KwH for power is estimated, that translates to $32K/year.
      * Add 50% for cooling energy needs (we're assuming efficient, green hardware)
      * Total energy costs: at 75% performance $36K/year, Physical Plant.  
    * Software (Matlab, Mathematica, Stata, SAS)
      * Renewals included in ITS/ACS software suite, annual. 
      * Hard to estimate, low dollar number.

  * Miscellanea
    * Intel Compiler, once in 3-4 years.
      * Each time we buy new racks), $2,500, ITS/ACS.
    * One year of extended HP hardware support.
      * To cover period /home moving from greentail to sharptail, $2,200, ITS/TSS.
    * Contributed funds to GPU HPC acquisition
      * DLB Josh Boger, $5-6K
      * QAC $2-3K
      * Physics $1-2K


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