Hemal V. Shah

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The compute requirements associated with the TCP/IP protocol suite have been previously studied by a number of researchers. However, the recently developed 10-Gigabit Networks such as 10-Gigabit Ethernet and InfiniBand have added a new dimension of complexity to this problem, Memory Traffic. While there have been previous studies which show the implications(More)
The boundary between the network edge and the front-end servers of the data center is blurring. Appliance vendors are flooding the market with new capabilities, while switch/router vendors scramble to add these services to their traditional transport services. The result of this competition is a set of ad-hoc technologies and capabilities to provide(More)
In a distributed object system such as Distributed Component Object Model (DCOM) [5, 7], legacy transport protocols used for communication limit the performance over high-speed networks. By making use of a low-latency, high-bandwidth, and low overhead user-level networking architecture such as Virtual Interface (VI) Architecture [8, 18], this performance(More)
Modern data processing tasks involving high computation with huge data intensive work are not providing any usual response as they run over a conventional computing architecture, where the synergism capabilities of such machines are limited to single central processing unit. Improvement over such single processing architecture is not the big issue as many(More)
We compare the classification performance of three machine learning algorithms: Support Vector Machines (SVM), Random Forests (RF) [18], and Naïve Bayes (NB) as applied to morphological galaxy classification. Using both a set of morphic features derived from image analysis and the direct image pixel data compressed through PCA (Principal Component Analysis)(More)
Enediynes were first shown by Bergman to undergo thermal intramolecular cyclization to reactive aryl 1,4-diradical intermediates. 1 A variety of enediyne-containing compounds have since been pursued for their potential biological activity as antitumor drugs. 2 More recently, the Bergman cyclization was used to prepare linear polyarylenes by chemical vapor(More)