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<div>
<h2>Conference Publications</h2>
<ol>
<li>
<div><b>Abhishek Verma</b>, Luis Pedrosa, Madhukar R. Korupolu, David Oppenheimer, Eric Tune and John Wilkes,</div>
<div> <i>Large-scale cluster management at Google with Borg</i>.</div>
<div>ACM European Conference on Computer Systems (EuroSys) 2015.</div>
<div>[<a target="_blank" href="http://research.google.com/pubs/pub43438.html">Google</a>][Usenix][paper][slides]</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Madhukar Korupolu and John Wilkes,</div>
<div> <i>Evaluating job packing in warehouse-scale computing</i>.</div>
<div>IEEE International Conference on Cluster Computing (CLUSTER) 2014.</div>
<div>[IEEE][paper][slides]</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova and Roy H. Campbell,</div>
<div> <i>Profiling and evaluating hardware choices for MapReduce environments: An application-aware approach</i>.</div>
<div>IFIP WG 7.3 International Symposium on Computer Performance, Modeling, Measurements and Evaluation (PERFORMANCE), Turin, Italy, 2014.
</div>
<div>[IFIP][paper][slides]</div>
</li>
<li>
<div>Zhuoyao Zhang, Ludmila Cherkasova, <b>Abhishek Verma</b> and Boon Loo,</div>
<div> <i>Automated Profiling and Resource Management of Pig Programs for Meeting Service Level Objectives
</i>.</div>
<div>
<span style="color:#B00; font-weight:bold">Best Student Paper Award</span>, ACM International Conference on Autonomic Computing (ICAC), San Jose, CA, September 2012.
</div>
<div>[ACM] [
<a target="_blank" href="pdfs/ICAC12_Pig.pdf">paper</a>] [
<a target="_blank" href="pptx/ICAC12_Pig.pptx">slides</a>]
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova and Roy H. Campbell,</div>
<div> <i>Two Sides of a Coin: Optimizing the Schedule of MapReduce Jobs to Minimize Makespan and Improve Cluster Performance
</i>.</div>
<div>IEEE International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS), Arlington, VA, August 2012.
</div>
<div>[IEEE] [
<a target="_blank" href="pdfs/MASCOTS12_TwoSides.pdf">paper</a>] [
<a target="_blank" href="pptx/MASCOTS12_TwoSides.pptx">slides</a>]
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova, Vijay S. Kumar and Roy H. Campbell,</div>
<div> <i>Deadline-based Workload Management for MapReduce
Environments: Pieces of the Performance Puzzle</i>.</div>
<div>IEEE/IFIP Network Operations and Management Symposium (NOMS), Maui, Hawaii, April 2012.</div>
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/NOMS.2012.6212006">IEEE</a>] [
<a target="_blank" href="pdfs/NOMS12_SchedulingPolicies.pdf">paper</a>] [
<a target="_blank" href="pptx/NOMS12_SchedulingPolicies.pptx">slides</a>]
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova and Roy H. Campbell,</div>
<div><i>Resource Provisioning Framework for MapReduce Jobs with Performance Goals"</i>.</div>
ACM/IFIP/USENIX 12th International Middleware Conference, Lisbon, Portugal, Dec 2011.
<div>[<a target="_blank" href="http://www.springerlink.com/content/g12j134480948874/">LNCS</a>] [
<a target="_blank" href="pdfs/Middleware11_ARIA_Failures.pdf">paper</a>] [
<a target="_blank" href="pptx/Middleware11_ARIA_Failures.pptx">slides</a>]
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova and Roy H. Campbell,</div>
<div><i>Play it again, SimMR!</i></div>
IEEE International Conference on Cluster Computing (CLUSTER), Austin, Texas, Sept 2011.
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/CLUSTER.2011.36">IEEE</a>] [
<a target="_blank" href="pdfs/Cluster11_SimMR.pdf">paper</a>] [
<a target="_blank" href="pptx/Cluster11_SimMR.pptx">slides</a>]
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Ludmila Cherkasova and Roy H. Campbell,</div>
<div><i>ARIA: Automatic Resource Inference and Allocation for MapReduce Environments</i>.</div>
International Conference on Autonomic Computing (ICAC), Karlsruhe, Germany, June 2011.
<div>[<a target="_blank" href="http://portal.acm.org/citation.cfm?doid=1998582.1998637">ACM</a>] [
<a target="_blank" href="pdfs/ICAC11_ARIA.pdf">paper</a>] [
<a target="_blank" href="pptx/ICAC11_ARIA.pptx">slides</a>] [
<a href="javascript:toggle('icac11');">BibTeX</a>]
<div id="icac11" class="bib" style="display:none">@inproceedings{Verma:2011:ARIA, author = {Verma, Abhishek and Cherkasova, Ludmila and Campbell, Roy H.}, title = {{ARIA: Automatic Resource Inference and Allocation for Mapreduce environments}}, booktitle = {Proceedings of the 8th ACM international
conference on Autonomic computing}, series = {ICAC '11}, year = {2011}, isbn = {978-1-4503-0607-2}, location = {Karlsruhe, Germany}, pages = {235--244}, numpages = {10}, acmid = {1998637}, publisher = {ACM}, address = {New York, NY, USA}, }
</div>
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Nicolas Zea, Brian Cho, Indranil Gupta and Roy H. Campbell,</div>
<div><i>Breaking the MapReduce Stage Barrier</i>.</div>
IEEE International Conference on Cluster Computing (CLUSTER), Heraklion, Greece, Sept, 2010.
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/CLUSTER.2010.29">IEEE</a>] [
<a target="_blank" href="pdfs/Cluster10_Breaking.pdf">paper</a>] [
<a target="_blank" href="pptx/Cluster10_Breaking.pptx">slides</a>] [
<a href="javascript:toggle('cluster10');">BibTeX</a>]
<div id="cluster10" class="bib" style="display:none">@inproceedings{Verma:2010:Breaking, title={{Breaking the MapReduce Stage Barrier}}, author={Verma, A. and Zea, N. and Cho, B. and Gupta, I. and Campbell, R.H.}, booktitle={Proceeding of the International Conference on Cluster Computing (CLUSTER
2010) }, year={2010}, organization={IEEE} }
</div>
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Xavier Llorà Shivaram Venkataram, David E. Goldberg and Roy H. Campbell,.</div>
<div><i>Scaling eCGA Model Building via Data-Intensive Computing</i>.</div>
IEEE Congress on Evolutionary Computation (CEC), Barcelona, Spain, July 2010.
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/CEC.2010.5586468">IEEE</a>] [
<a target="_blank" href="pdfs/CEC10_MR_ECGA.pdf">paper</a>] [
<a target="_blank" href="pptx/CEC10_MR_ECGA.pptx">slides</a>] [
<a href="javascript:toggle('cec10');">BibTeX</a>]
<div id="cec10" class="bib" style="display:none">@inproceedings{Verma:2010:MReCGA, author = {Verma, Abhishek and Llor\`{a}, Xavier and Venkataraman, Shivaram and Goldberg, David E. and Campbell, Roy H.}, title = {Scaling eCGA Model Building via Data-Intensive Computing}, booktitle = {Proceedings
of the IEEE Congress on Evolutionary Computation (CEC '10)}, year = {2010}, publisher = {IEEE Computer Society}, address = {Barcelona, Spain}, }
</div>
</div>
</li>
<li>
<div><b>Abhishek Verma</b>, Xavier Llorà David E. Goldberg and Roy H. Campbell,</div>
<div><i>Scaling Genetic Algorithms using MapReduce</i>.</div>
Ninth International Conference on Intelligent Systems Design and Applications (ISDA), pp.13-18, Pisa, Italy, Nov, 2009.
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/ISDA.2009.181">IEEE</a>] [
<a target="_blank" href="pdfs/ISDA09_MR_GA.pdf">paper</a>] [
<a target="_blank" href="pptx/ISDA09_MR_GA.pptx">slides</a>] [
<a href="javascript:toggle('isda09');">BibTeX</a>]
<div id="isda09" class="bib" style="display:none">@inproceedings{Verma:2009:MRGA, author = { Abhishek Verma and Xavier Llor\`a and David E. Goldberg and Roy H. Campbell}, title = {{Scaling Genetic Algorithms using MapReduce}}, booktitle = {International Conference on Intelligent Systems Design
and Applications}, address = {Pisa, Italy}, year = {2009}, }
</div>
</div>
</li>
<li>
<div>Reza Farivar, <b>Abhishek Verma</b>, Ellick Chan and Roy H. Campbell.
<div><i>MITHRA: Multiple data Independent Tasks on a Heterogeneous Resource Architecture</i>.</div>
IEEE International Conference on Cluster Computing and Workshops (CLUSTER), pp.1-10, New Orleans, LA, Sept, 2009.
<div>[<a target="_blank" href="http://dx.doi.org/10.1109/CLUSTR.2009.5289201">IEEE</a>] [
<a target="_blank" href="pdfs/Cluster09_MITHRA.pdf">paper</a>] [
<a target="_blank" href="pptx/Cluster09_MITHRA.pptx">slides</a>] [
<a href="javascript:toggle('cluster09');">BibTeX</a>]
<div id="cluster09" class="bib" style="display:none">@inproceedings{Farivar:2009:MITHRA, title = {{MITHRA: Multiple data independent tasks on a heterogeneous resource architecture}}, author = {Farivar, R. and Verma, A. and Chan, E.M. and Campbell, R.H.}, booktitle = {Proc. of IEEE International
Conference on Cluster Computing and Workshops (CLUSTER)}, year = {2009}, month = {September}, pages = {1-10}, doi = {10.1109/CLUSTR.2009.5289201}, ISSN = {1552-5244}, }
</div>
</div>
</div>
</li>
</ol>
</div>