Scott A. Mahlke

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 41

Top Venues

Publications

Armand Behroozi, Yuxiang Chen, Vlad Fruchter, Lavanya Subramanian, Sriseshan Srikanth, Scott A. Mahlke
SlimSLAM: An Adaptive Runtime for Visual-Inertial Simultaneous Localization and Mapping. ASPLOS (3) (2024)
Jeongmin Brian Park, Kun Wu, Vikram Sharma Mailthody, Zaid Qureshi, Scott A. Mahlke, Wen-Mei W. Hwu
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme. CoRR (2024)
Yunjie Pan, Jiecao Yu, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
BitSET: Bit-Serial Early Termination for Computation Reduction in Convolutional Neural Networks. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Alireza Khadem, Daichi Fujiki, Nishil Talati, Scott A. Mahlke, Reetuparna Das
Vector-Processing for Mobile Devices: Benchmark and Analysis. IISWC (2023)
Alireza Khadem, Daichi Fujiki, Nishil Talati, Scott A. Mahlke, Reetuparna Das
Vector-Processing for Mobile Devices: Benchmark and Analysis. CoRR (2023)
Armand Behroozi, Sunghyun Park, Scott A. Mahlke
Loner: utilizing the CPU vector datapath to process scalar integer data. CC (2022)
Salar Latifi, Babak Zamirai, Scott A. Mahlke
SoftFusion: A Low-Cost Approach to Enhance Reliability of Object Detection Applications. ICCD (2022)
Sunghyun Park, Salar Latifi, Yongjun Park, Armand Behroozi, Byungsoo Jeon, Scott A. Mahlke
SRTuner: Effective Compiler Optimization Customization by Exposing Synergistic Relations. CGO (2022)
Ze Zhang, Sanjay Sri Vallabh Singapuram, Qingzhao Zhang, David Ke Hong, Brandon Nguyen, Z. Morley Mao, Scott A. Mahlke, Qi Alfred Chen
AVMaestro: A Centralized Policy Enforcement Framework for Safe Autonomous-driving Environments. IV (2022)
Daichi Fujiki, Alireza Khadem, Scott A. Mahlke, Reetuparna Das
Multi-Layer In-Memory Processing. MICRO (2022)
Qingzhao Zhang, David Ke Hong, Ze Zhang, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao
A Systematic Framework to Identify Violations of Scenario-dependent Driving Rules in Autonomous Vehicle Software. SIGMETRICS (Abstracts) (2021)
Nishil Talati, Kyle May, Armand Behroozi, Yichen Yang, Kuba Kaszyk, Christos Vasiladiotis, Tarunesh Verma, Lu Li, Brandon Nguyen, Jiawen Sun, John Magnus Morton, Agreen Ahmadi, Todd M. Austin, Michael F. P. O'Boyle, Scott A. Mahlke, Trevor N. Mudge, Ronald G. Dreslinski
Prodigy: Improving the Memory Latency of Data-Indirect Irregular Workloads Using Hardware-Software Co-Design. HPCA (2021)
Qingzhao Zhang, David Ke Hong, Ze Zhang, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao
A Systematic Framework to Identify Violations of Scenario-dependent Driving Rules in Autonomous Vehicle Software. Proc. ACM Meas. Anal. Comput. Syst. 5 (2) (2021)
Ze Zhang, Sunghyun Park, Scott A. Mahlke
Path Sensitive Signatures for Control Flow Error Detection. LCTES (2020)
David Ke Hong, John Kloosterman, Yuqi Jin, Yulong Cao, Qi Alfred Chen, Scott A. Mahlke, Z. Morley Mao
AVGuardian: Detecting and Mitigating Publish-Subscribe Overprivilege for Autonomous Vehicle Systems. EuroS&P (2020)
Salar Latifi, Babak Zamirai, Scott A. Mahlke
PolygraphMR: Enhancing the Reliability and Dependability of CNNs. DSN (2020)
Sunghyun Park, Shikai Li, Ze Zhang, Scott A. Mahlke
Low-cost prediction-based fault protection strategy. CGO (2020)
Babak Zamirai, Salar Latifi, Pedram Zamirai, Scott A. Mahlke
SIEVE: Speculative Inference on the Edge with Versatile Exportation. DAC (2020)
Daichi Fujiki, Scott A. Mahlke, Reetuparna Das
Duality cache for data parallel acceleration. ISCA (2019)
Sunghyun Park, Youfeng Wu, Janghaeng Lee, Amir Aupov, Scott A. Mahlke
Multi-objective Exploration for Practical Optimization Decisions in Binary Translation. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Hossein Golestani, Scott A. Mahlke, Satish Narayanasamy
Characterization of Unnecessary Computations in Web Applications. ISPASS (2019)
Babak Zamirai, Salar Latifi, Scott A. Mahlke
POSTER: Pairing Up CNNs for High Throughput Deep Learning. PACT (2019)
Jiecao Yu, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
TF-Net: Deploying Sub-Byte Deep Neural Networks on Microcontrollers. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Jonathan Bailey, John Kloosterman, Scott A. Mahlke
Scratch That (But Cache This): A Hybrid Register Cache/Scratchpad for GPUs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Shikai Li, Sunghyun Park, Scott A. Mahlke
Sculptor: Flexible Approximation with Selective Dynamic Loop Perforation. ICS (2018)
Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios C. Papaefthymiou, Scott A. Mahlke, Thomas F. Wenisch, Jia Deng, Lingjia Tang, Jason Mars
Rethinking Numerical Representations for Deep Neural Networks. CoRR (2018)
Daichi Fujiki, Scott A. Mahlke, Reetuparna Das
In-Memory Data Parallel Processor. ASPLOS (2018)
Sunghyun Park, Shikai Li, Scott A. Mahlke
Low Cost Transient Fault Protection Using Loop Output Prediction. DSN Workshops (2018)
Onur Mutlu, Scott A. Mahlke, Thomas M. Conte, Wen-Mei W. Hwu
Iterative Modulo Scheduling. IEEE Micro 38 (1) (2018)
Jiecao Yu, Andrew Lukefahr, David J. Palframan, Ganesh S. Dasika, Reetuparna Das, Scott A. Mahlke
Scalpel: Customizing DNN Pruning to the Underlying Hardware Parallelism. ISCA (2017)
Daichi Fujiki, Scott A. Mahlke, Reetuparna Das
In-memory Data Flow Processor. PACT (2017)
Shruti Padmanabha, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
Mirage cores: the illusion of many out-of-order cores using in-order hardware. MICRO (2017)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
Dynamic Resource Management for Efficient Utilization of Multitasking GPUs. ASPLOS (2017)
John Kloosterman, Jonathan Beaumont, Davoud Anoushe Jamshidi, Jonathan Bailey, Trevor N. Mudge, Scott A. Mahlke
Regless: just-in-time operand staging for GPUs. MICRO (2017)
Parker Hill, Animesh Jain, Mason Hill, Babak Zamirai, Chang-Hong Hsu, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars
DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission. MICRO (2017)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
A bypass first policy for energy-efficient last level caches. SAMOS (2016)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Quality Control for Approximate Accelerators by Error Prediction. IEEE Des. Test 33 (1) (2016)
Animesh Jain, Parker Hill, Shih-Chieh Lin, Muneeb Khan, Md. Enamul Haque, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars
Concise loads and stores: The case for an asymmetric compute-memory architecture for approximation. MICRO (2016)
Andrew Lukefahr, Shruti Padmanabha, Reetuparna Das, Faissal M. Sleiman, Ronald G. Dreslinski, Thomas F. Wenisch, Scott A. Mahlke
Exploring Fine-Grained Heterogeneity with Composite Cores. IEEE Trans. Computers 65 (2) (2016)
Michael A. Laurenzano, Parker Hill, Mehrzad Samadi, Scott A. Mahlke, Jason Mars, Lingjia Tang
Input responsiveness: using canary inputs to dynamically steer approximation. PLDI (2016)
Biruk Mammo, Milind Furia, Valeria Bertacco, Scott A. Mahlke, Daya Shanker Khudia
BugMD: automatic mismatch diagnosis for bug triaging. ICCAD (2016)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
ELF: maximizing memory-level parallelism for GPUs with coordinated warp and fetch scheduling. SC (2015)
Ankit Sethia, Davoud Anoushe Jamshidi, Scott A. Mahlke
Mascar: Speeding up GPU warps by reducing memory pitstops. HPCA (2015)
Qi Zheng, Yajing Chen, Hyunseok Lee, Ronald G. Dreslinski, Chaitali Chakrabarti, Achilleas Anastasopoulos, Scott A. Mahlke, Trevor N. Mudge
Using Graphics Processing Units in an LTE Base Station. J. Signal Process. Syst. 78 (1) (2015)
Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke
SKMD: Single Kernel on Multiple Devices for Transparent CPU-GPU Collaboration. ACM Trans. Comput. Syst. 33 (3) (2015)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Rumba: an online quality management system for approximate computing. ISCA (2015)
John Kloosterman, Jonathan Beaumont, Mick Wollman, Ankit Sethia, Ronald G. Dreslinski, Trevor N. Mudge, Scott A. Mahlke
WarpPool: sharing requests with inter-warp coalescing for throughput processors. MICRO (2015)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
Chimera: Collaborative Preemption for Multitasking on a Shared GPU. ASPLOS (2015)
Shruti Padmanabha, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
DynaMOS: dynamic schedule migration for heterogeneous cores. MICRO (2015)
Mark S. Gordon, David Ke Hong, Peter M. Chen, Jason Flinn, Scott A. Mahlke, Zhuoqing Morley Mao
Tango: Accelerating Mobile Applications through Flip-Flop Replication. GetMobile Mob. Comput. Commun. 19 (3) (2015)
Gaurav Chadha, Scott A. Mahlke, Satish Narayanasamy
Accelerating asynchronous programs through event sneak peek. ISCA (2015)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
Fine Grain Cache Partitioning Using Per-Instruction Working Blocks. PACT (2015)
Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke
Orchestrating Multiple Data-Parallel Kernels on Multiple Devices. PACT (2015)
Mark S. Gordon, David Ke Hong, Peter M. Chen, Jason Flinn, Scott A. Mahlke, Zhuoqing Morley Mao
Accelerating Mobile Applications through Flip-Flop Replication. MobiSys (2015)
Mehrzad Samadi, Davoud Anoushe Jamshidi, Janghaeng Lee, Scott A. Mahlke
Paraprox: pattern-based approximation for data parallel applications. ASPLOS (2014)
Daya Shanker Khudia, Scott A. Mahlke
Harnessing Soft Computations for Low-Budget Fault Tolerance. MICRO (2014)
Ankit Sethia, Scott A. Mahlke
Equalizer: Dynamic Tuning of GPU Resources for Efficient Execution. MICRO (2014)
Davoud Anoushe Jamshidi, Mehrzad Samadi, Scott A. Mahlke
MA: accelerating coarse-grained data transfer for GPUs. PACT (2014)
Andrew Lukefahr, Shruti Padmanabha, Reetuparna Das, Ronald G. Dreslinski, Thomas F. Wenisch, Scott A. Mahlke
Heterogeneous microarchitectures trump voltage scaling for low-power cores. PACT (2014)
Gaurav Chadha, Scott A. Mahlke, Satish Narayanasamy
EFetch: optimizing instruction fetch for event-driven webapplications. PACT (2014)
Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Scott A. Mahlke, Amir Hormati
Scaling Performance via Self-Tuning Approximation for Graphics Engines. ACM Trans. Comput. Syst. 32 (3) (2014)
Janghaeng Lee, Mehrzad Samadi, Scott A. Mahlke
VAST: the illusion of a large memory space for GPUs. PACT (2014)
Hyoun Kyu Cho, Scott A. Mahlke
Embracing heterogeneity with dynamic core boosting. Conf. Computing Frontiers (2014)
Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke
Leveraging GPUs using cooperative loop speculation. ACM Trans. Archit. Code Optim. 11 (1) (2014)
Qi Zheng, Yajing Chen, Ronald G. Dreslinski, Chaitali Chakrabarti, Achilleas Anastasopoulos, Scott A. Mahlke, Trevor N. Mudge
WiBench: An open source kernel suite for benchmarking wireless systems. IISWC (2013)
Hyoun Kyu Cho, Tipp Moseley, Richard E. Hank, Derek Bruening, Scott A. Mahlke
Instant profiling: Instrumentation sampling for profiling datacenter applications. CGO (2013)
Mehrzad Samadi, Janghaeng Lee, Davoud Anoushe Jamshidi, Amir Hormati, Scott A. Mahlke
SAGE: self-tuning approximation for graphics engines. MICRO (2013)
Hongwei Liao, Yin Wang, Hyoun Kyu Cho, Jason Stanley, Terence Kelly, Stéphane Lafortune, Scott A. Mahlke, Spyros A. Reveliotis
Concurrency bugs in multithreaded software: modeling and analysis using Petri nets. Discret. Event Dyn. Syst. 23 (2) (2013)
Hongwei Liao, Yin Wang, Jason Stanley, Stéphane Lafortune, Spyros A. Reveliotis, Terence Kelly, Scott A. Mahlke
Eliminating Concurrency Bugs in Multithreaded Software: A New Approach Based on Discrete-Event Control. IEEE Trans. Control. Syst. Technol. 21 (6) (2013)
Qi Zheng, Yen-Po Chen, Ronald G. Dreslinski, Chaitali Chakrabarti, Achilleas Anastasopoulos, Scott A. Mahlke, Trevor N. Mudge
Architecting an LTE base station with graphics processing units. SiPS (2013)
Shruti Padmanabha, Andrew Lukefahr, Reetuparna Das, Scott A. Mahlke
Trace based phase prediction for tightly-coupled heterogeneous cores. MICRO (2013)
Amin Ansari, Shuguang Feng, Shantanu Gupta, Josep Torrellas, Scott A. Mahlke
Illusionist: Transforming lightweight cores into aggressive cores on demand. HPCA (2013)
Daya Shanker Khudia, Scott A. Mahlke
Low cost control flow protection using abstract control signatures. LCTES (2013)
Jason Jong Kyu Park, Yongjun Park, Scott A. Mahlke
Efficient execution of augmented reality applications on mobile programmable accelerators. FPT (2013)
Hongwei Liao, Stéphane Lafortune, Spyros A. Reveliotis, Yin Wang, Scott A. Mahlke
Optimal Liveness-Enforcing Control for a Class of Petri Nets Arising in Multithreaded Software. IEEE Trans. Autom. Control. 58 (5) (2013)
Ankit Sethia, Ganesh S. Dasika, Mehrzad Samadi, Scott A. Mahlke
APOGEE: Adaptive prefetching on GPUs for energy efficiency. PACT (2013)
Hyoun Kyu Cho, Terence Kelly, Yin Wang, Stéphane Lafortune, Hongwei Liao, Scott A. Mahlke
Practical lock/unlock pairing for concurrent programs. CGO (2013)
Qi Zheng, Yen-Po Chen, Ronald G. Dreslinski, Chaitali Chakrabarti, Achilleas Anastasopoulos, Scott A. Mahlke, Trevor N. Mudge
Parallelization techniques for implementing trellis algorithms on graphics processors. ISCAS (2013)
Janghaeng Lee, Mehrzad Samadi, Yongjun Park, Scott A. Mahlke
Transparent CPU-GPU collaboration for data-parallel kernels on heterogeneous systems. PACT (2013)
Mehrzad Samadi, Amir Hormati, Mojtaba Mehrara, Janghaeng Lee, Scott A. Mahlke
Adaptive input-aware compilation for graphics engines. PLDI (2012)
Mark S. Gordon, Davoud Anoushe Jamshidi, Scott A. Mahlke, Zhuoqing Morley Mao, Xu Chen
COMET: Code Offload by Migrating Execution Transparently. OSDI (2012)
Sangwon Seo, Ronald G. Dreslinski, Mark Woh, Yongjun Park, Chaitali Chakrabarti, Scott A. Mahlke, David T. Blaauw, Trevor N. Mudge
Process variation in near-threshold wide SIMD architectures. DAC (2012)
Hyoun Kyu Cho, Scott A. Mahlke
Dynamic acceleration of multithreaded program critical paths in near-threshold systems. MICRO Workshops (2012)
Yongjun Park, Sangwon Seo, Hyunchul Park, Hyoun Kyu Cho, Scott A. Mahlke
SIMD defragmenter: efficient ILP realization on data-parallel architectures. ASPLOS (2012)
Ankit Sethia, Ganesh S. Dasika, Trevor N. Mudge, Scott A. Mahlke
A Customized Processor for Energy Efficient Scientific Computing. IEEE Trans. Computers 61 (12) (2012)
Hanjun Kim, Nick P. Johnson, Jae W. Lee, Scott A. Mahlke, David I. August
Automatic speculative DOALL for clusters. CGO (2012)
Daya Shanker Khudia, Griffin Wright, Scott A. Mahlke
Efficient soft error protection for commodity embedded microprocessors using profile information. LCTES (2012)
Yun Zhang, Soumyadeep Ghosh, Jialu Huang, Jae W. Lee, Scott A. Mahlke, David I. August
Runtime asynchronous fault tolerance via speculation. CGO (2012)
Gaurav Chadha, Scott A. Mahlke, Satish Narayanasamy
When less is more (LIMO): controlled parallelism forimproved efficiency. CASES (2012)
Andrew Lukefahr, Shruti Padmanabha, Reetuparna Das, Faissal M. Sleiman, Ronald G. Dreslinski, Thomas F. Wenisch, Scott A. Mahlke
Composite Cores: Pushing Heterogeneity Into a Core. MICRO (2012)
Yongjun Park, Jason Jong Kyu Park, Hyunchul Park, Scott A. Mahlke
Libra: Tailoring SIMD Execution Using Heterogeneous Hardware and Dynamic Configurability. MICRO (2012)
Mehrzad Samadi, Amir Hormati, Janghaeng Lee, Scott A. Mahlke
Paragon: collaborative speculative loop execution on GPU and CPU. GPGPU@ASPLOS (2012)
Yongjun Park, Jason Jong Kyu Park, Scott A. Mahlke
Efficient performance scaling of future CGRAs for mobile applications. FPT (2012)
Amin Ansari, Shuguang Feng, Shantanu Gupta, Scott A. Mahlke
Archipelago: A polymorphic cache design for enabling robust near-threshold operation. HPCA (2011)
Mojtaba Mehrara, Po-Chun Hsu, Mehrzad Samadi, Scott A. Mahlke
Dynamic parallelization of JavaScript applications using an ultra-lightweight speculation mechanism. HPCA (2011)
Shuguang Feng, Shantanu Gupta, Amin Ansari, Scott A. Mahlke, David I. August
Encore: low-cost, fine-grained transient fault recovery. MICRO (2011)
Shantanu Gupta, Shuguang Feng, Amin Ansari, Scott A. Mahlke
StageNet: A Reconfigurable Fabric for Constructing Dependable CMPs. IEEE Trans. Computers 60 (1) (2011)
Hongwei Liao, Jason Stanley, Yin Wang, Stéphane Lafortune, Spyros A. Reveliotis, Scott A. Mahlke
Deadlock-avoidance control of multithreaded software: An efficient siphon-based algorithm for Gadara petri nets. CDC/ECC (2011)
Mark Woh, Yuan Lin, Sangwon Seo, Scott A. Mahlke, Trevor N. Mudge
Analyzing the Next Generation Software Defined Radio for Future Architectures. J. Signal Process. Syst. 63 (1) (2011)
Ganesh S. Dasika, Ankit Sethia, Trevor N. Mudge, Scott A. Mahlke
PEPSC: A Power-Efficient Processor for Scientific Computing. PACT (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Scott A. Mahlke