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 Harshitha Menon

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Average citations per article7.33
Citation Count22
Publication count3
Publication years2012-2014
Available for download2
Average downloads per article355.50
Downloads (cumulative)711
Downloads (12 Months)218
Downloads (6 Weeks)37
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4 results found Export Results: bibtex | endnoteacmrefcsv

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1 published by ACM
POSTER: Automated Load Balancer Selection Based on Application Characteristics
Harshitha Menon, Kavitha Chandrasekar, Laxmikant V. Kale
January 2017 PPoPP '17: Proceedings of the 22nd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming
Publisher: ACM
Bibliometrics:
Citation Count: 0
Downloads (6 Weeks): 12,   Downloads (12 Months): 63,   Downloads (Overall): 63

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Many HPC applications require dynamic load balancing to achieve high performance and system utilization. Different applications have different characteristics and hence require different load balancing strategies. Invocation of a suboptimal load balancing strategy can lead to inefficient execution. We propose Meta-Balancer, a framework to automatically decide the best load balancing ...
Keywords: runtime system, load balancing, machine learning, hpc

2
Parallel programming with migratable objects: charm++ in practice
Bilge Acun, Abhishek Gupta, Nikhil Jain, Akhil Langer, Harshitha Menon, Eric Mikida, Xiang Ni, Michael Robson, Yanhua Sun, Ehsan Totoni, Lukasz Wesolowski, Laxmikant Kale
November 2014 SC '14: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis
Publisher: IEEE Press
Bibliometrics:
Citation Count: 15
Downloads (6 Weeks): 8,   Downloads (12 Months): 31,   Downloads (Overall): 147

Full text available: PDFPDF
The advent of petascale computing has introduced new challenges (e.g. heterogeneity, system failure) for programming scalable parallel applications. Increased complexity and dynamism in science and engineering applications of today have further exacerbated the situation. Addressing these challenges requires more emphasis on concepts that were previously of secondary importance, including migratability, ...

3 published by ACM
A distributed dynamic load balancer for iterative applications
Harshitha Menon, Laxmikant Kalé
November 2013 SC '13: Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
Publisher: ACM
Bibliometrics:
Citation Count: 4
Downloads (6 Weeks): 17,   Downloads (12 Months): 124,   Downloads (Overall): 501

Full text available: PDFPDF
For many applications, computation load varies over time. Such applications require dynamic load balancing to improve performance. Centralized load balancing schemes, which perform the load balancing decisions at a central location, are not scalable. In contrast, fully distributed strategies are scalable but typically do not produce a balanced work distribution ...
Keywords: distributed load balancer, load balancing, epidemic algorithm

4
Automated Load Balancing Invocation Based on Application Characteristics
Harshitha Menon, Nikhil Jain, Gengbin Zheng, Laxmikant Kale
September 2012 CLUSTER '12: Proceedings of the 2012 IEEE International Conference on Cluster Computing
Publisher: IEEE Computer Society
Bibliometrics:
Citation Count: 3

Performance of applications executed on large parallel systems suffer due to load imbalance. Load balancing is required to scale such applications to large systems. However, performing load balancing incurs a cost which may not be known a priori. In addition, application characteristics may change due to its dynamic nature and ...
Keywords: load balancing, automated, parallel, simulation



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