Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Dynamic scheduling of virtual machines running hpc workloads in
  scientific grids   The primary motivation for uptake of virtualization has been resource
isolation, capacity management and resource customization allowing resource
providers to consolidate their resources in virtual machines. Various
approaches have been taken to integrate virtualization in to scientific Grids
especially in the arena of High Performance Computing (HPC) to run grid jobs in
virtual machines, thus enabling better provisioning of the underlying resources
and customization of the execution environment on runtime. Despite the gains,
virtualization layer also incur a performance penalty and its not very well
understood that how such an overhead will impact the performance of systems
where jobs are scheduled with tight deadlines. Since this overhead varies the
types of workload whether they are memory intensive, CPU intensive or network
I/O bound, and could lead to unpredictable deadline estimation for the running
jobs in the system. In our study, we have attempted to tackle this problem by
developing an intelligent scheduling technique for virtual machines which
monitors the workload types and deadlines, and calculate the system over head
in real time to maximize number of jobs finishing within their agreed
deadlines.

21
The categories of this paper are: adap-org
2
The categories of this paper are: math
28
The categories of this paper are: alg-geom
16
The categories of this paper are: stat
26
The categories of this paper are: bayes-an
29
The categories of this paper are: funct-an
27
The categories of this paper are: comp-gas
3
The categories of this paper are: physics
33
The categories of this paper are: plasm-ph
19
The categories of this paper are: eess
34
The categories of this paper are: chem-ph
6
The categories of this paper are: astro-ph
17
The categories of this paper are: q-fin
30
The categories of this paper are: q-alg
4
The categories of this paper are: cond-mat
37
The categories of this paper are: supr-con