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Academic Journal

An investigation of latency prediction for NoC-based communication architectures using machine learning techniques.

Authors : Silva, Jefferson¹ (NURSE) ; Kreutz, Márcio² (AUTHOR); Pereira, Monica² (AUTHOR)

Source: Journal of Supercomputing. Nov2019, Vol. 75 Issue 11, p7573-7591. 19p.

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Academic Journal

Learning automata-based algorithms for MapReduce data skewness handling.

Authors : Irandoost, Mohammad Amin¹ (AUTHOR) ; Rahmani, Amir Masoud¹ (AUTHOR) ; Setayeshi, Saeed² (AUTHOR)

Source: Journal of Supercomputing. Oct2019, Vol. 75 Issue 10, p6488-6516. 29p.

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Academic Journal

An enhanced graph-based semi-supervised learning algorithm to detect fake users on Twitter.

Authors : BalaAnand, M.¹ (AUTHOR) ; Karthikeyan, N.² (AUTHOR) ; Karthik, S.³ (AUTHOR)

Source: Journal of Supercomputing. Sep2019, Vol. 75 Issue 9, p6085-6105. 21p.

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Academic Journal

Unsupervised learning approach for network intrusion detection system using autoencoders.

Authors : Choi, Hyunseung¹ (AUTHOR) ; Kim, Mintae¹ (AUTHOR) ; Lee, Gyubok¹ (AUTHOR)

Source: Journal of Supercomputing. Sep2019, Vol. 75 Issue 9, p5597-5621. 25p.

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Academic Journal

A hybrid sample generation approach in speculative multithreading.

Authors : Li, Yuxiang¹ (AUTHOR) ; Zhao, Yinliang¹ (AUTHOR) ; Sun, Liyu¹ (AUTHOR)

Source: Journal of Supercomputing. Aug2019, Vol. 75 Issue 8, p4193-4225. 33p.

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Academic Journal

Machine learning on big data for future computing.

Authors : Jeong, Young-Sik¹; Hassan, Houcine²; Sangaiah, Arun Kumar³

Source: Journal of Supercomputing. Jun2019, Vol. 75 Issue 6, p2925-2929. 5p.

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Academic Journal

Are you emotional or depressed? Learning about your emotional state from your music using machine learning.

Authors : Panwar, Sharaj¹; Roopaei, Mehdi¹; Rad, Paul^1,2

Source: Journal of Supercomputing. Jun2019, Vol. 75 Issue 6, p2986-3009. 24p.

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Academic Journal

Accelerating data gravitation-based classification using GPU.

Authors : Peng, Lizhi¹; Chen, Yuehui¹; Yang, Bo¹

Source: Journal of Supercomputing. Jun2019, Vol. 75 Issue 6, p2930-2949. 20p.

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Academic Journal

The individual identification method of wireless device based on dimensionality reduction and machine learning.

Authors : Lin, Yun¹; Zhu, Xiaolei¹; Dou, Zheng¹

Source: Journal of Supercomputing. Jun2019, Vol. 75 Issue 6, p3010-3027. 18p.

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Academic Journal

Improving reliability and reducing cost of task execution on preemptible VM instances using machine learning approach.

Authors : Mishra, Ashish Kumar¹ ; Yadav, Dharmendra K.¹; Kumar, Yogesh¹

Source: Journal of Supercomputing. Apr2019, Vol. 75 Issue 4, p2149-2180. 32p.

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