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DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers

2015 ACM/IEEE 42nd Annual International Symposium on Computer Architecture (ISCA), 2015, p.27-40

2015

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SMiTe: Precise QoS Prediction on Real-System SMT Processors to Improve Utilization in Warehouse Scale Computers

2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014, p.406-418

2014

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Adrenaline: Pinpointing and reining in tail queries with quick voltage boosting

2015 IEEE 21st International Symposium on High Performance Computer Architecture (HPCA), 2015, p.271-282

2015

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Octopus-Man: QoS-driven task management for heterogeneous multicores in warehouse-scale computers

2015 IEEE 21st International Symposium on High Performance Computer Architecture (HPCA), 2015, p.246-258

2015

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Reining in Long Tails in Warehouse-Scale Computers with Quick Voltage Boosting Using Adrenaline

ACM transactions on computer systems, 2017-07, Vol.35 (1), p.1-33

2017

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Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant

ACM transactions on computer systems, 2016-04, Vol.34 (1), p.1-32

2016

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Sirius Implications for Future Warehouse-Scale Computers

IEEE MICRO, 2016-05, Vol.36 (3), p.42-53

2016

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PEBIL: binary instrumentation for practical data-intensive program analysis

Cluster computing, 2015-03, Vol.18 (1), p.1-14

2015

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Making the Most of SMT in HPC: System- and Application-Level Perspectives

ACM transactions on architecture and code optimization, 2014-12, Vol.11 (4), p.1-26

2014

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PEBIL: Efficient static binary instrumentation for Linux

2010 IEEE International Symposium on Performance Analysis of Systems & Software (ISPASS), 2010, p.175-183

2010

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DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission

2017 50th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2017, p.786-799

2017

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AREP: Adaptive Resource Efficient Prefetching for Maximizing Multicore Performance

2015 International Conference on Parallel Architecture and Compilation (PACT), 2015, p.367-378

2015

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CrystalBall: Statically analyzing runtime behavior via deep sequence learning

2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2016, p.1-12

2016

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Characterization and bottleneck analysis of a 64-bit ARMv8 platform

2016 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS), 2016, p.36-45

2016

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Architectural support for convolutional neural networks on modern CPUs

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018, p.1-13

2018

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Protean Code: Achieving Near-Free Online Code Transformations for Warehouse Scale Computers

2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014, p.558-570

2014

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Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation

2016 49Th Annual IEEE/ACM International Symposium On Microarchitecture (MICRO), 2016, p.1-13

2016

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Continuous shape shifting: Enabling loop co-optimization via near-free dynamic code rewriting

2016 49th Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2016, p.1-12

2016

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Characterizing the Performance-Energy Tradeoff of Small ARM Cores in HPC Computation

Euro-Par 2014 Parallel Processing, p.124-137

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PowerChop: Identifying and Managing Non-critical Units in Hybrid Processor Architectures

2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA), 2016, p.140-152

2016

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Low-overhead Online Code Transformations

Laurenzano, Michael A

2016

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Modeling the Impact of Reduced Memory Bandwidth on HPC Applications

Euro-Par 2014 Parallel Processing, 2014, Vol.8632, p.63-74

2014

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Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers

Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015, p.223-238

2015

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Auto-tuning for Energy Usage in Scientific Applications

Euro-Par 2011: Parallel Processing Workshops, p.178-187

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PSINS: An Open Source Event Tracer and Execution Simulator

2009 DoD High Performance Computing Modernization Program Users Group Conference, 2009, p.444-449

2009

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DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers

SMiTe: Precise QoS Prediction on Real-System SMT Processors to Improve Utilization in Warehouse Scale Computers

Adrenaline: Pinpointing and reining in tail queries with quick voltage boosting

Octopus-Man: QoS-driven task management for heterogeneous multicores in warehouse-scale computers

Reining in Long Tails in Warehouse-Scale Computers with Quick Voltage Boosting Using Adrenaline

Designing Future Warehouse-Scale Computers for Sirius, an End-to-End Voice and Vision Personal Assistant

Sirius Implications for Future Warehouse-Scale Computers

PEBIL: binary instrumentation for practical data-intensive program analysis

Making the Most of SMT in HPC: System- and Application-Level Perspectives

PEBIL: Efficient static binary instrumentation for Linux

DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission

AREP: Adaptive Resource Efficient Prefetching for Maximizing Multicore Performance

CrystalBall: Statically analyzing runtime behavior via deep sequence learning

Characterization and bottleneck analysis of a 64-bit ARMv8 platform

Architectural support for convolutional neural networks on modern CPUs

Protean Code: Achieving Near-Free Online Code Transformations for Warehouse Scale Computers

Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation

Continuous shape shifting: Enabling loop co-optimization via near-free dynamic code rewriting

Characterizing the Performance-Energy Tradeoff of Small ARM Cores in HPC Computation

PowerChop: Identifying and Managing Non-critical Units in Hybrid Processor Architectures

Low-overhead Online Code Transformations

Modeling the Impact of Reduced Memory Bandwidth on HPC Applications

Sirius: An Open End-to-End Voice and Vision Personal Assistant and Its Implications for Future Warehouse Scale Computers

Auto-tuning for Energy Usage in Scientific Applications

PSINS: An Open Source Event Tracer and Execution Simulator

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