Udit Gupta

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Publications (10)

• Carbon Explorer: A Holistic Framework for Designing Carbon Aware Datacenters
  Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2 2023 DOI: 10.1145/3575693.3575754
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• ACT: Designing Sustainable Computer Systems with an Architectural Carbon Modeling Tool
  Proceedings of the 49th Annual International Symposium on Computer Architecture 2022 DOI: 10.1145/3470496.3527408
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• Chasing Carbon: The Elusive Environmental Footprint of Computing
  IEEE Micro 2022 DOI: 10.1109/MM.2022.3163226
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• Sustainable ai: Environmental implications, challenges and opportunities
  Proceedings of Machine Learning and Systems 2022
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• RecPipe: Co-Designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance
  MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture 2021 DOI: 10.1145/3466752.3480127
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• RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference
  Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems 2021 DOI: 10.1145/3445814.3446763
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• The Architectural Implications of Facebook's DNN-Based Personalized Recommendation
  2020 IEEE International Symposium on High Performance Computer Architecture (HPCA) 2020 DOI: 10.1109/HPCA47549.2020.00047
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• A 16nm 25mm2 SoC with a 54.5x Flexibility-Efficiency Range from Dual-Core Arm Cortex-A53 to eFPGA and Cache-Coherent Accelerators
  2019 Symposium on VLSI Circuits 2019 DOI: 10.23919/VLSIC.2019.8778002
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• MASR: A Modular Accelerator for Sparse RNNs
  2019 28th International Conference on Parallel Architectures and Compilation Techniques (PACT) 2019 DOI: 10.1109/PACT.2019.00009
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• MaxNVM: Maximizing DNN Storage Density and Inference Efficiency with Sparse Encoding and Error Mitigation
  Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture 2019 DOI: 10.1145/3352460.3358258
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