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Pattern-Based Automatic Parallelization of Representative-Based Clustering Algorithms
Goyal, Poonam
;
Goyal, Navneet
(
IEEE
,
2018
)
A Domain Specific Language for Clustering
Goyal, Navneet
;
Goyal, Poonam
(
Springer
,
2016-11
)
Scalable Parallel Algorithms for Shared Nearest Neighbor Clustering
Goyal, Navneet
;
Goyal, Poonam
(
IEEE
,
2016
)
A Fast, Scalable SLINK Algorithm for Commodity Cluster Computing Exploiting Spatial Locality
Goyal, Navneet
;
Goyal, Poonam
(
IEEE
,
2016
)
Phase-Wise Clustering of Time Series Gene Expression Data
Goyal, Navneet
;
Goyal, Poonam
(
IEEE
,
2011
)
Topical document clustering: two-stage post processing technique
Goyal, Poonam
;
Goyal, Navneet
(
Inder Science
,
2018
)
Multilevel Event Detection, Storyline Generation, and Summarization for Tweet Streams
Goyal, Navneet
;
Goyal, Poonam
(
IEEE
,
2020
)
Parallel Framework for Efficient k-means Clustering
Goyal, Navneet
;
Goyal, Poonam
(
ACM Digital Library
,
2015-10
)
A Machine Learning Approach for Traffic Flow Provisioning in Software Defined Networks
Shekhawat, Virendra Singh
(
IEEE
,
2020
)
Energy efficient voltage scheduling for multi-core processors is an important issue in the context of parallel and distributed computing. Dynamic voltage scaling (DVS) is used to reduce the energy consumption of cores. Nowadays processor vendors are providing software for DVS. We consider a system using a single multi-core processor with software controlled DVS having a finite set of discretely available core speeds. Our contribution to this work is solving a well-known energy efficient voltage scheduling problem on the considered system. The problem that we consider is to find a minimum energy voltage scheduling for a given computational load that has to be completed within a given deadline. First we show that the existing methods to solve this problem on other processor models fail to apply on our processor model. Then we formulate an Integer Program (IP) for the problem.
Mishra, Abhishek
(
Elsevier
,
2012-12
)
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Author
Goyal, Navneet (8)
Goyal, Poonam (8)
Mishra, Abhishek (4)
Richhariya, Bharat (1)
Shekhawat, Virendra Singh (1)
Subject
Clustering (14)
Computer Science (14)
Distributed Computing (4)
Homogeneous Systems (4)
Task Allocation (4)
Domain Specific Language (2)
High Performance Computing (2)
Randomized Algorithm (2)
Alzheimer’s disease (1)
Benchmarking (1)
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2016 (4)
2020 (3)
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2011 (1)
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