N
Nagarajan Kandasamy
Researcher at Drexel University
Publications - 126
Citations - 3236
Nagarajan Kandasamy is an academic researcher from Drexel University. The author has contributed to research in topics: Neuromorphic engineering & Spiking neural network. The author has an hindex of 25, co-authored 121 publications receiving 2919 citations. Previous affiliations of Nagarajan Kandasamy include Vanderbilt University & University of Michigan.
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A Self-Managing Wide-Area Data Streaming Service using Model-based Online Control
TL;DR: A design and implementation of a self-managing data-streaming service based on online control strategies is presented and a Grid-based fusion workflow scenario is used to evaluate the service and demonstrate its feasibility and performance.
Posted Content
A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware
TL;DR: In this article, the authors propose an SDFG-based design flow for mapping spiking neural networks (SNNs) to many-core neuromorphic hardware with the objective of exploring the tradeoff between throughput and buffer size.
Proceedings ArticleDOI
A distributed control framework for performance management of virtualized computing environments: some preliminary results
Rui Wang,Nagarajan Kandasamy +1 more
TL;DR: A distributed cooperative control framework for the power and performance management of virtualized computing environments is proposed, and some preliminary results aimed at establishing the feasibility of this approach are presented.
Posted Content
Enabling Resource-Aware Mapping of Spiking Neural Networks via Spatial Decomposition
Adarsha Balaji,Shihao Song,Anup Das,Jeffrey L. Krichmar,Nikil Dutt,James Shackleford,Nagarajan Kandasamy,Francky Catthoor +7 more
TL;DR: This work proposes a novel unrolling technique that decomposes a neuron function with many pre- Synaptic connections into a sequence of homogeneous neural units, where each neural unit is a function computation node, with two pre-synaptic connections.