Research Projects and Publication

Research Projects by Topics

Full List of Publications in Chronological Order

  • Designing a Temperature Model to Understand the Thermal Challenges of Portable Computing Platforms
    Ying-Ju Yu and Carole-Jean Wu. To Appear in Proceedings of the IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITHERM), 2018.
    [Paper] [Talk]
  • DORA: Optimizing Smartphone Energy Efficiency and Web Browser Performance under Interference
    Davesh Shingari, Akhil Arunkumar, Benjamin Gaudette, Sarma Vrudhula, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2018.
    [Paper] [Talk][DORA Source Code Release]
  • LATTE-CC: Latency Tolerance Aware Adaptive Cache Compression Management for Energy Efficient GPUs
    Akhil Arunkumar, Shin-Ying Lee, Vignesh Soundararajan, and Carole-Jean Wu. In Proceedings of the 24th IEEE International Symposium on High Performance Computer Architecture (HPCA), 2018.
    [Paper] [Talk][Lightning Talk]

  • Performance Characterization, Prediction, and Optimization for Heterogeneous Systems with Multi-Level Memory Interference
    Shin-Ying Lee, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), 2017.
    [Paper][Talk]
  • Understanding the Thermal Challenges of High-Performance Mobile Devices Through An Accurate and Detailed Platform Level Temperature Model
    Ying-Ju Yu and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC) as a poster abstract, 2017.
    [Paper][Poster]
  • MCM-GPU: Multi-Chip-Module GPUs for Continued Performance Scalability
    Akhil Arunkumar, Evgeny Bolotin, Benjamin Cho, Ugljesa Milic, Eiman Ebrahimi, Oreste Villa, Aamer Jaleel, Carole-Jean Wu, and David Nellans. In Proceedings of the 44th International Symposium on Computer Architecture (ISCA), 2017.
    [Paper][Talk][Lightning Talk]
  • RATT-ECC: Rate Adaptive Two-Tiered Error Correction Codes for Reliable 3D Die-Stacked Memory
    Hsing-Min Chen, Carole-Jean Wu, Trevor Mudge, and Chaitali Chakrabarti. In Proceedings of the ACM Transactions on Architecture and Code Optimization (TACO), June 2016.
    [Paper]
  • Ctrl-C: Instruction-Aware Control Loop Based Adaptive Cache Bypassing for GPUs
    Shin-Ying Lee and Carole-Jean Wu. In Proceedings of the IEEE International Conference on Computer Design (ICCD), 2016.
    [Paper][Talk]
  • ID-Cache: Instruction and Memory Divergence Based Cache Management for GPUs
    Akhil Arunkumar, Shin-Ying Lee, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), 2016.
    [Paper][Talk]
  • Thermoelectric-based Sustainable Self-Cooling for Fine-Grained Processor Hot Spots
    Soochan Lee, Dhinakaran Pandiyan, Jae-sun Seo, Patrick E. Phelan, and Carole-Jean Wu. In Proceedings of the IEEE Intersociety Conference on Thermal and Thermomechanical Phenomena in Electronic Systems (ITHERM), 2016.
    [Paper][Talk]
  • Using Low Cost Erasure and Error Correction Schemes to Improve Reliability of Commodity DRAM Systems
    Hsing-Min Chen, Supreet Jeloka, Akhil Arunkumar, David, Blauuw, Carole-Jean Wu, Trevor Mudge, and Chaitali Chakrabarti. In Proceedings of the IEEE Transactions on Computers (TC), April 2016.
    [Paper]
  • Improving Smartphone User Experience by Balancing Performance and Energy with Probabilistic QoS Guarantee
    Benjamin Gaudette, Carole-Jean Wu, and Sarma Vrudhula. In Proceedings of the 22nd IEEE International Symposium on High Performance Computer Architecture (HPCA), 2016.
    [Paper] [Talk]
  • Characterization and Throttling-based Mitigation of Memory Interference for Heterogeneous Smartphones
    Davesh Shingari, Akhil Arunkumar, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), 2015.
    [Paper] [Talk]
  • Hot Spot Cooling and Harvesting Central Processing Unit Waste Heat Using Thermoelectric Modules
    Soochan Lee, Patrick E. Phelan, and Carole-Jean Wu. In Proceedings of the ASME Journal of Electronic Packaging (EP), 2015.
    [Paper]
  • E-ECC: Low Power Erasure and Error Correction Schemes for Increasing Reliability of Commodity DRAM Systems
    Hsing-Min Chen, Akhil Arunkumar, Carole-Jean Wu, Trevor Mudge, and Chaitali Chakrabarti. In Proceedings of the International Symposium on Memory Systems (MEMSYS), 2015.
    [Paper]
  • Harvesting CPU Waste Heat through Pyroelectric Materials
    Soochan Lee, Nishant Singh, Patrick E. Phelan, and Carole-Jean Wu. In Proceedings of the ASME International Technical Conference and Exhibition on Packaging and Integration of Electronic and Photonic Microsystems (interPACK), 2015.
    [Paper]
  • CAWA: Coordinated Warp Scheduling and Cache Prioritization for Critical Warp Acceleration of GPGPU Workloads
    Shin-Ying Lee, Akhil Arunkumar, and Carole-Jean Wu. In Proceedings of the 42nd International Symposium on Computer Architecture (ISCA), 2015.
    [Paper][Talk][Lightning Talk]
  • A Study of Mobile Device Utilization
    Cao Gao, Anthony Gutierrez, Madhav Rajan, Ronald Dreslinski, Trevor Mudge, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2015.
    [Paper] [talk]
  • Hot Spot Cooling and Harvesting CPU Waste Heat using Thermoelectric Modules
    Soochan Lee, Patrick E. Phelan, and Carole-Jean Wu. In Proceedings of the ASME International Mechanical Engineering Congress and Exposition Conference (IMECE), 2014.
    [Paper]
  • ReMAP: Reuse and Memory Access Cost Aware Eviction Policy for Last Level Cache Management
    Akhil Arunkumar and Carole-Jean Wu. In Proceedings of the 32nd IEEE International Conference on Computer Design (ICCD), 2014.
    [Paper][Talk]
  • Quantifying the Energy Cost of Data Movement for Emerging Smart Phone Workloads on Mobile Platforms
    Dhinakaran Pandiyan and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), 2014.
    [Paper] [Talk]
  • CAWS: Criticality-Aware Warp Scheduling for GPGPU Workloads
    Shin-Ying Lee and Carole-Jean Wu. In Proceedings of the 23rd International Conference on Parallel Architectures and Compilation Techniques (PACT), 2014.
    [Paper][Talk]
  • Characterizing the Latency Hiding Ability of GPUs
    Shin-Ying Lee and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) as a poster abstract, 2014.
    [Paper][Poster]
  • Quantitative Analysis of Control Flow Checking Mechanisms for Soft Errors
    Aviral Shrivastava, Abhishek Rhisheekesan, Reiley Jeyapaul, and Carole-Jean Wu. In Proceedings of the 51st Annual Design Automation Conference (DAC), 2014.
    [Paper]
  • STEAM: A Smart Temperature and Energy Aware Multicore Controller
    Vinay Hanumaiah, Digant Desai, Benjamin Gaudette, Carole-Jean Wu, and Sarma Vrudhula. In Proceedings of the ACM Transactions on Embedded Computing Systems (TECS), 2014.
    [Paper]
  • Performance, Energy Characterizations and Architectural Implications of an Emerging Mobile Platform Benchmark Suite — MobileBench
    Dhinakaran Pandiyan, Shin-Ying Lee, and Carole-Jean Wu. In Proceedings of the IEEE International Symposium on Workload Characterization (IISWC), 2013.
    [Paper] [Talk][MobileBench]
  • Architectural Thermal Energy Harvesting Opportunities for Sustainable Computing
    Carole-Jean Wu. In Proceedings of the IEEE Computer Architecture Letter (CAL), 2013.
    [Paper]
    Selected for Best of Computer Architecture Letters (CAL) 2014.
    Presented at the IEEE International Symposium on High Performance Computer Architecture (HPCA’21) — Best of CAL Session, 2015. 

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