Jason Mars

Jonathan K. Kummerfeld

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Proctor: Detecting and Investigating Interference in Shared Datacenters.

[BibT_eX]

[DOI]

Ram Srivatsa Kannan

Animesh Jain

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

Virtual Melting Temperature: Managing Server Load to Minimize Cooling Overhead with Phase Change Materials.

[BibT_eX]

[DOI]

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

Gist: Efficient Data Encoding for Deep Neural Network Training.

[BibT_eX]

[DOI]

Proceedings of the 45th ACM/IEEE Annual International Symposium on Computer Architecture, 2018

The Architectural Implications of Autonomous Driving: Constraints and Acceleration.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

SmoothOperator: Reducing Power Fragmentation and Improving Power Utilization in Large-scale Datacenters.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems, 2018

Architectural support for convolutional neural networks on modern CPUs.

[BibT_eX]

[DOI]

Animesh Jain

Gilles A. Pokam

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

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

[BibT_eX]

[DOI]

Chang-Hong Hsu

ACM Trans. Comput. Syst., 2017

Thermal Time Shifting: Decreasing Data Center Cooling Costs with Phase-Change Materials.

[BibT_eX]

[DOI]

IEEE Internet Comput., 2017

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

[BibT_eX]

[DOI]

Scott A. Mahlke

Proceedings of the 50th Annual IEEE/ACM International Symposium on Microarchitecture, 2017

PowerChief: Intelligent Power Allocation for Multi-Stage Applications to Improve Responsiveness on Power Constrained CMP.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual International Symposium on Computer Architecture, 2017

Enhancing human capabilities.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Trends in Machine-Learning (and impact on computer architecture), 2017

Neurosurgeon: Collaborative Intelligence Between the Cloud and Mobile Edge.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

Prophet: Precise QoS Prediction on Non-Preemptive Accelerators to Improve Utilization in Warehouse-Scale Computers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

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

[BibT_eX]

[DOI]

ACM Trans. Comput. Syst., 2016

Sirius Implications for Future Warehouse-Scale Computers.

[BibT_eX]

[DOI]

IEEE Micro, 2016

Input responsiveness: using canary inputs to dynamically steer approximation.

[BibT_eX]

[DOI]

Proceedings of the 37th ACM SIGPLAN Conference on Programming Language Design and Implementation, 2016

CrystalBall: Statically analyzing runtime behavior via deep sequence learning.

[BibT_eX]

[DOI]

Stephen Zekany

Daniel Rings

Nathan Harada

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

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

[BibT_eX]

[DOI]

Animesh Jain

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

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

[BibT_eX]

[DOI]

Scott A. Mahlke

Proceedings of the 49th Annual IEEE/ACM International Symposium on Microarchitecture, 2016

Treadmill: Attributing the Source of Tail Latency through Precise Load Testing and Statistical Inference.

[BibT_eX]

[DOI]

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

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

[BibT_eX]

[DOI]

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Baymax: QoS Awareness and Increased Utilization for Non-Preemptive Accelerators in Warehouse Scale Computers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015

Thermal time shifting: leveraging phase change materials to reduce cooling costs in warehouse-scale computers.

[BibT_eX]

[DOI]

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

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

[BibT_eX]

[DOI]

Yiping Kang

Proceedings of the 42nd Annual International Symposium on Computer Architecture, 2015

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

[BibT_eX]

[DOI]

Vinicius Petrucci

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

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

[BibT_eX]

[DOI]

Chang-Hong Hsu

Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

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

[BibT_eX]

[DOI]

Proceedings of the Twentieth International Conference on Architectural Support for Programming Languages and Operating Systems, 2015

AREP: Adaptive Resource Efficient Prefetching for Maximizing Multicore Performance.

[BibT_eX]

[DOI]

Muneeb Khan

Erik Hagersten

David Black-Schaffer

Proceedings of the 2015 International Conference on Parallel Architectures and Compilation, 2015

2014

Enabling fair pricing on high performance computer systems with node sharing.

[BibT_eX]

[DOI]

Sci. Program., 2014

HaPPy: Hyperthread-aware Power Profiling Dynamically.

[BibT_eX]

[DOI]

Proceedings of the 2014 USENIX Annual Technical Conference, 2014

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

[BibT_eX]

[DOI]

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

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

[BibT_eX]

[DOI]

Proceedings of the 47th Annual IEEE/ACM International Symposium on Microarchitecture, 2014

2013

Understanding Application Contentiousness and Sensitivity on Modern Multicores.

[BibT_eX]

[DOI]

Adv. Comput., 2013

Enabling fair pricing on HPC systems with node sharing.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2013

Bubble-flux: precise online QoS management for increased utilization in warehouse scale computers.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

Whare-map: heterogeneity in "homogeneous" warehouse-scale computers.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual International Symposium on Computer Architecture, 2013

Optimizing Google's warehouse scale computers: The NUMA experience.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on High Performance Computer Architecture, 2013

ReQoS: reactive static/dynamic compilation for QoS in warehouse scale computers.

[BibT_eX]

[DOI]

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2013

2012

Increasing Utilization in Modern Warehouse-Scale Computers Using Bubble-Up.

[BibT_eX]

[DOI]

IEEE Micro, 2012

THeME: a system for testing by hardware monitoring events.

[BibT_eX]

[DOI]

Kristen Walcott-Justice

Proceedings of the International Symposium on Software Testing and Analysis, 2012

Performance analysis of thread mappings with a holistic view of the hardware resources.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Performance Analysis of Systems & Software, 2012

BlockChop: Dynamic squash elimination for hybrid processor architecture.

[BibT_eX]

[DOI]

Naveen Kumar

Proceedings of the 39th International Symposium on Computer Architecture (ISCA 2012), 2012

Compiling for niceness: mitigating contention for QoS in warehouse scale computers.

[BibT_eX]

[DOI]

Proceedings of the 10th Annual IEEE/ACM International Symposium on Code Generation and Optimization, 2012

2011

Evaluating indirect branch handling mechanisms in software dynamic translation systems.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2011

Heterogeneity in "Homogeneous" Warehouse-Scale Computers: A Performance Opportunity.

[BibT_eX]

[DOI]

Robert Hundt

IEEE Comput. Archit. Lett., 2011

Bubble-Up: increasing utilization in modern warehouse scale computers via sensible co-locations.

[BibT_eX]

[DOI]

Proceedings of the 44rd Annual IEEE/ACM International Symposium on Microarchitecture, 2011

The impact of memory subsystem resource sharing on datacenter applications.

[BibT_eX]

[DOI]

Proceedings of the 38th International Symposium on Computer Architecture (ISCA 2011), 2011

Exploiting hardware advances for software testing and debugging.

[BibT_eX]

[DOI]

Kristen R. Walcott

Proceedings of the 33rd International Conference on Software Engineering, 2011

Directly characterizing cross core interference through contention synthesis.

[BibT_eX]

[DOI]

Proceedings of the High Performance Embedded Architectures and Compilers, 2011

2010

Contention aware execution: online contention detection and response.

[BibT_eX]

[DOI]

Proceedings of the CGO 2010, 2010

2009

A cross-layer approach to heterogeneity and reliability.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM/IEEE International Conference on Formal Methods and Models for Codesign (MEMOCODE 2009), 2009

Scenario Based Optimization: A Framework for Statically Enabling Online Optimizations.

[BibT_eX]

[DOI]