Scalable Effort Hardware Design von Chippa, Vinay Kumar, Mohapatra, Debabrata, Roy, Kaushik, Chakradhar, Srimat T., Raghunathan, Anand

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Approximate computing and the quest for computing efficiency von Venkataramani, Swagath, Chakradhar, Srimat T., Roy, Kaushik, Raghunathan, Anand

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StreetAware: A High-Resolution Synchronized Multimodal Urban Scene Dataset von Piadyk, Yurii, Rulff, Joao, Brewer, Ethan, Hosseini, Maryam, Ozbay, Kaan, Sankaradas, Murugan, Chakradhar, Srimat, Silva, Claudio

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Analysis and characterization of inherent application resilience for approximate computing von Chippa, Vinay K., Chakradhar, Srimat T., Roy, Kaushik, Raghunathan, Anand

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Best-effort computing: Re-thinking parallel software and hardware von Chakradhar, Srimat T, Raghunathan, Anand

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Scalable effort hardware design: Exploiting algorithmic resilience for energy efficiency von Chippa, Vinay K, Mohapatra, Debabrata, Raghunathan, Anand, Roy, Kaushik, Chakradhar, Srimat T

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A Massively Parallel, Energy Efficient Programmable Accelerator for Learning and Classification von Majumdar, Abhinandan, Cadambi, Srihari, Becchi, Michela, Chakradhar, Srimat T., Graf, Hans Peter

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Accelerating deep neural network training with inconsistent stochastic gradient descent von Wang, Linnan, Yang, Yi, Min, Renqiang, Chakradhar, Srimat

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Managing the Quality vs. Efficiency Trade-off Using Dynamic Effort Scaling von Chippa, Vinay K., Roy, Kaushik, Chakradhar, Srimat T., Raghunathan, Anand

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DyCo: Dynamic, Contextualized AI Models von Yang, Yi, Sankaradas, Murugan, Chakradhar, Srimat

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LeanContext: Cost-efficient domain-specific question answering using LLMs von Arefeen, Md Adnan, Debnath, Biplob, Chakradhar, Srimat

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An Energy-Efficient Heterogeneous System for Embedded Learning and Classification von Majumdar, A, Cadambi, S, Chakradhar, S T

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AQuA: A New Image Quality Metric for Optimizing Video Analytics Systems von Paul, Sibendu, Drolia, Utsav, Hu, Y. Charlie, Chakradhar, Srimat

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VAYU: Accelerating stream processing applications through dynamic network-aware topology re-optimization von Rapolu, Naresh, Chakradhar, Srimat, Grama, Ananth

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Exploring Software Partitions for Fast Security Processing on a Multiprocessor Mobile SoC von Arora, D., Raghunathan, A., Ravi, S., Sankaradass, M., Jha, N.K., Chakradhar, S.T.

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Message from the General Chair

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Unknown blocking scheme for low control data volume and high observability von Wang, Seongmoon, Wei, Wenlong, Chakradhar, Srimat T.

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DataX: A System for Data eXchange and Transformation of Streams von Coviello, Giuseppe, Rao, Kunal, Sankaradas, Murugan, Chakradhar, Srimat

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Scheduling concurrent applications on a cluster of CPU–GPU nodes von Ravi, Vignesh T., Becchi, Michela, Jiang, Wei, Agrawal, Gagan, Chakradhar, Srimat

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A unified architecture for adaptive compression of data and code on embedded systems von Lekatsas, H., Henkel, J., Venkata Jakkula, Srimat Chakradhar

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