DHARSHINI R的动态

Excited to share that my research paper on dynamic resource allocation in edge computing has been selected for the Fifteenth International Conference on Computing, Communication, and Networking Technologies (ICCCNT), to be held at IIT-Mandi, in association with IEEE Electronics Packaging Society, from June 24th - 28th, 2024! ??? This paper presents a comprehensive edge computing simulation framework combining the Deutsch-Jozsa quantum algorithm, game theory-based resource allocation, cross-layer optimization, and collaborative multi-edge scheduling techniques. With visualization modules like bar charts, pie charts, and heatmaps, the framework demonstrates significant improvements in resource utilization and latency reduction, making it highly effective for time-sensitive applications. Simulation results show how this innovative approach enhances performance and adheres to QoS requirements compared to traditional methods. Can't wait to present this work and engage with other researchers in this cutting-edge field! ???? #ICCCNT2024 #EdgeComputing #QuantumComputing #GameTheory #ResourceAllocation #Optimization #Technology #Research #IEEE #IITMandi #Innovation

Department of Edge Computing, Simats Engineering Organizing a One Day Guest Lecture on "Roadmap to Pursiung Higher Studies: Opportunities and Challenges on January 27, 2025. #iic #simats #mhrdinnovationcell #saveethabreeze #aicte

I am delighted to make available a preprint of my PhD student Shibo Chen's paper, to appear in the upcoming ASPDAC-2025 conference in Tokyo, Japan. The paper, titled "Zipper: Latency-Tolerant Optimizations for High-Performance Buses", details a novel set of architectural optimizations for existing buses. This paper was co-authored by myself and Hailun Zhang of the University of Wisconsin. Zipper is a protocol-level optimization layer designed to reduce communication latency in heterogeneous CPU-accelerator systems. By leveraging request and device-level parallelism and exploiting temporal data locality, Zipper minimizes bus transaction delays without requiring changes to compilers, application logic, or data buses -- all optimizations are buried in the protocol interface. We implemented Zipper on an Intel-based integrated CPU-FPGA platform and applied it to scientific computing and privacy-enhanced workloads, achieving up to an 8x speedup with minimal hardware overhead (as low as 0.9%). The results demonstrate that there are significant performance optimization opportunities for today's buses, especially when accelerator workloads are short-lived. You can read the paper here: https://lnkd.in/dqM8-FFT #research #computerarchitecture #fpga #buses

Find out how Zairul Jilani's research in School of Computing and Digital Technologies Sheffield Hallam University will help address challenges with diagnosing #glaucoma.

This conference/World Congress on 'Smart Computing' is highly recommended for everyone who is seeking to advance their careers in AI, ML, and specifically in the soft computing space. Prof. Shukla's cutting-edge scientific research is already making headways toward advancing AI research in India, especially in the Application domain. This conference will surely open avenues for the dissemination of critical ideas, as well as the germination of a few more by catalyzing vital collaborations globally. #SmartComputingWorldCongress #WCSC2025

Join us tomorrow for an invited talk given by Onur Mutlu on "Future Computing Platforms: Challenges and Opportunities" given at the Stanford University SystemX Seminar in February. Premiere Friday May 17 11:00AM Zurich time (CEST): https://lnkd.in/eh9MArUs This lecture covers some key problems that are critical to solve in current and future computing platforms.?We show how the computer memory system greatly affects all key metrics we care about, including security, reliability, performance, energy efficiency, predictability, and the enablement of key new applications. Memory's importance is strongly felt today due to critical technology scaling issues at the circuit & device layers as well as greatly increasing demand for data and its fast & efficient analysis at the system & software layers. We discuss two major specific challenges including the RowHammer vulnerability and the processor-centric design paradigm of computers. We will describe solution ideas and directions to make future computing systems fundamentally robust and fundamentally efficient & high-performance, including intelligent memory controllers, system-memory co-design, and memory-centric computing, and conclude with some guiding principles for future computing platform designs. Standford SystemX website: https://lnkd.in/eUCJ_CDG Talk details: https://lnkd.in/eExnKavA ETH Zurich, Department of Information Technology and Electrical Engineering #memory?#systems?#computerarchitecture?#computing?#machinelearning?#ProcessingInMemory?#nearmemory?#InMemoryComputing?#hardware?#paradigm?#innovation

On 26 April, 2024 I successfully presented paper at 2nd International conferene on Challenges in information communication and computing technology (ICCICCT-2024) on paper entitled "Role of machine leaning in drug repurposing"

I’m thrilled to announce that my paper, “Parallelizing Adaptive Reliability Analysis Through Penalizing the Learning Function,” has been published in IEEE Transactions on Reliability! This work introduces a novel approach to accelerate reliability analysis in engineering through parallel computing. Check out the details of our research here: https://lnkd.in/dX6wsSJE A huge thank you to everyone who supported this journey! #Engineering #ReliabilityAnalysis #ActiveLearning #ParallelComputing #Research

"Thrilled to be serving as the Student Coordinator for the IEEE International Conference on Electronic Systems and Intelligent Computing! ?? It's an honor to contribute to this exciting event that brings together innovators and thought leaders in the field. Looking forward to connecting, learning, and growing with the brightest minds in electronic systems and intelligent computing. #IEEE #ConferenceCoordinator #ICESIC2024#InnovationInTech #IntelligentComputing #ElectronicSystems #FutureTech"

*Exploring the Future of Technology! ??* ?? Our Department of Computer Science and Engineering had an incredible industrial visit. A day full of learning, innovation, and inspiration! ??? IFET College of Engineering Explore Beyond!?? #TopEngineeringCollege #No.1EngineeringCollege #IndustrialVisit #ComputerScience #Engineering #Innovation #Technology #FutureTech #LearningJourney