Search Results - "Dasari, Venkat R."

Virtual and Augmented Reality Applications to Support Data Analysis and Assessment of Science and Engineering by Su, Simon, Perry, Vince, Bravo, Luis, Kase, Sue, Roy, Heather, Cox, Katherine, R. Dasari, Venkat

“…For decades, virtual reality (VR) and augmented reality (AR) technologies have remained absent from science and engineering workflows due to the custom-built…”
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Complexity and mission computability of adaptive computing systems by Dasari, Venkat R, Im, Mee Seong, Geerhart, Billy

“…There is a subset of computational problems that existing algorithms may not complete due to a lack of adequate computational resources on tactical edge…”
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Programmable control plane for mission critical wireless networks by Dasari, Venkat R, Jalaian, Brian, Bhat, Saleil

“…The control plane is an essential element to manage the data plane communications in wired and wireless networks. In a traditional network architecture, the…”
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OpenFlow arbitrated programmable network channels for managing quantum metadata by Dasari, Venkat R, Humble, Travis S

“…Quantum networks must classically exchange complex metadata between devices in order to carry out information for protocols such as teleportation, super-dense…”
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The Case for Robust Adaptation: Autonomic Resource Management is a Vulnerability by Noor, Joseph, Ali-Eldin, Ahmed, Garcia, Luis, Rao, Chirag, Dasari, Venkat R., Ganesan, Deepak, Jalaian, Brian, Shenoy, Prashant, Srivastava, Mani

“…Autonomic resource management for distributed edge computing systems provides an effective means of enabling dynamic placement and adaptation in the face of…”
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E2CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning by Gormez, Alperen, Dasari, Venkat R., Koyuncu, Erdem

“…State-of-the-art neural networks with early exit mechanisms often need considerable amount of training and fine tuning to achieve good performance with low…”
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Deep learning acceleration at the resource-constrained tactical edge by Geerhart, Billy, Dasari, Venkat R., Wang, Peng, Rapp, Brian

“…This paper outlines how we modified the torch2trt library which allowed us to build a recursive framework that can quantize previously unsupported PyTorch…”
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Model-Distributed DNN Training for Memory-Constrained Edge Computing Devices by Li, Pengzhen, Seferoglu, Hulya, Dasari, Venkat R., Koyuncu, Erdem

“…We consider a model-distributed learning framework in which layers of a deep learning model is distributed across multiple workers. To achieve consistent…”
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GENI Deployment and Research at US Army Research Laboratory by Mishra, Vinod K., Dasari, Venkat R.

“…Global Environment for Network Innovation (GENI) is a comprehensive test bed technology to promote rapid network research and application development. It…”
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Computational complexity reduction of deep neural networks by Im, Mee Seong, Dasari, Venkat R

“…Mathematica Militaris, 25 (2022), no. 1, 1-10 Deep neural networks (DNN) have been widely used and play a major role in the field of computer vision and…”
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E$^2$CM: Early Exit via Class Means for Efficient Supervised and Unsupervised Learning by Görmez, Alperen, Dasari, Venkat R, Koyuncu, Erdem

“…State-of-the-art neural networks with early exit mechanisms often need considerable amount of training and fine tuning to achieve good performance with low…”
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Genetic optimization algorithms applied toward mission computability models by Im, Mee Seong, Dasari, Venkat R

“…Genetic algorithms are modeled after the biological evolutionary processes that use natural selection to select the best species to survive. They are…”
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A Transformer Approach for Camera-to-LIDAR Data Registration by Wang, Ju, Tang, Yong, Dasari, Venkat R., Geerhart, Billy, Rapp, Brian, Wang, Peng, Chen, Wei-Bang, Watts, Isaac

“…We proposes a novel method for camera-to-LIDAR calibration, which estimates the relative transform from LIDAR to camera sensors during on-field run-time…”
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Well defined quantum key distribution using calibration, synchronization, and a programmable quantum channel by Geerhart, Billy E, Dasari, Venkat R

“…Well defined quantum key distribution between two users requires both calibration to ensure quantum effects and synchronization to stabilize the bit parity of…”
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Optimization and synchronization of programmable quantum communication channels by Im, Mee Seong, Dasari, Venkat R

“…Proc. SPIE Quantum Information Science, Sensing, and Computation X 10660-26 (14 May 2018), 1 -- 7 Quantum applications transmit and receive data through…”
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Solving machine learning optimization problems using quantum computers by Dasari, Venkat R, Im, Mee Seong, Beshaj, Lubjana

“…Classical optimization algorithms in machine learning often take a long time to compute when applied to a multi-dimensional problem and require a huge amount…”
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Optimization problems with low SWaP tactical Computing by Im, Mee Seong, Dasari, Venkat R, Beshaj, Lubjana, Shires, Dale

“…In a resource-constrained, contested environment, computing resources need to be aware of possible size, weight, and power (SWaP) restrictions. SWaP-aware…”
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OpenFlow Experimenter Labels for Encoding Adaptive Network Functions by Snow, Nikolai A., Dasari, Venkat R., Geerhart, Billy E.

“…OpenFlow is the single most important widely used protocol created for the development of software defined programmable adaptive network architectures. The…”
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Complexity and mission computability of adaptive computing systems by Dasari, Venkat R, Im, Mee Seong, Geerhart, Billy

“…There is a subset of computational problems that are computable in polynomial time for which an existing algorithm may not complete due to a lack of high…”
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OpenFlow Arbitrated Programmable Network Channels for Managing Quantum Metadata by Dasari, Venkat R, Humble, Travis S

“…The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology 14, 1-11 (2016) Quantum networks must classically exchange complex…”
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