Andreas Gerstlauer

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 91

Top Venues

DATE

CoRR

SAMOS

ACM Trans. Embed. Comput. Syst.

Publications

Endri Taka, Dimitrios Gourounas, Andreas Gerstlauer, Diana Marculescu, Aman Arora
Efficient Approaches for GEMM Acceleration on Leading AI-Optimized FPGAs. CoRR (2024)
Vishnuvardhan V. Iyer, Aditya Thimmaiah, Michael Orshansky, Andreas Gerstlauer, Ali E. Yilmaz
A Hierarchical Classification Method for High-accuracy Instruction Disassembly with Near-field EM Measurements. ACM Trans. Embed. Comput. Syst. 23 (1) (2024)
Madison Threadgill, Andreas Gerstlauer
A Survey of Distributed Learning in Cloud, Mobile, and Edge Settings. CoRR (2024)
Erika S. Alcorta, Andreas Gerstlauer, Chenhui Deng, Qi Sun, Zhiru Zhang, Ceyu Xu, Lisa Wu Wills, Daniela Sanchez Lopera, Wolfgang Ecker, Siddharth Garg, Jiang Hu
Special Session: Machine Learning for Embedded System Design. CODES+ISSS (2023)
James Boyle, Mark Plagge, Suma George Cardwell, Frances S. Chance, Andreas Gerstlauer
Performance and Energy Simulation of Spiking Neuromorphic Architectures for Fast Exploration. ICONS (2023)
Dimitrios Gourounas, Bagus Hanindhito, Arash Fathi, Dimitar Trenev, Lizy Kurian John, Andreas Gerstlauer
LAWS: Large-Scale Accelerated Wave Simulations on FPGAs. FPGA (2023)
Ahsan Saeed, Denis Hoornaert, Dakshina Dasari, Dirk Ziegenbein, Daniel Mueller-Gritschneder, Ulf Schlichtmann, Andreas Gerstlauer, Renato Mancuso
Memory Latency Distribution-Driven Regulation for Temporal Isolation in MPSoCs. ECRTS (2023)
Ajay Krishna Ananda Kumar, Sami Alsalamin, Hussam Amrouch, Andreas Gerstlauer
Machine Learning-Based Microarchitecture- Level Power Modeling of CPUs. IEEE Trans. Computers 72 (4) (2023)
Dimitrios Gourounas, Bagus Hanindhito, Arash Fathi, Dimitar Trenev, Lizy K. John, Andreas Gerstlauer
FAWS: FPGA Acceleration of Large-Scale Wave Simulations. ASAP (2023)
Erika Susana Alcorta Lozano, Andreas Gerstlauer
Learning-based Phase-aware Multi-core CPU Workload Forecasting. ACM Trans. Design Autom. Electr. Syst. 28 (2) (2023)
Erika S. Alcorta, Mahesh Madhav, Scott Tetrick, Neeraja J. Yadwadkar, Andreas Gerstlauer
Lightweight ML-based Runtime Prefetcher Selection on Many-core Platforms. CoRR (2023)
Francisco Javier Hernandez Santiago, Honglan Jiang, Hussam Amrouch, Andreas Gerstlauer, Leibo Liu, Jie Han
Characterizing Approximate Adders and Multipliers for Mitigating Aging and Temperature Degradations. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (11) (2022)
Jackson Farley, Andreas Gerstlauer
MAFAT: Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference. IESS (2022)
Mochamad Asri, Andreas Gerstlauer
CASPHAr: Cache-Managed Accelerator Staging and Pipelining in Heterogeneous System Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Ahsan Saeed, Dakshina Dasari, Dirk Ziegenbein, Varun Rajasekaran, Falk Rehm, Michael Pressler, Arne Hamann, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
Memory Utilization-Based Dynamic Bandwidth Regulation for Temporal Isolation in Multi-Cores. RTAS (2022)
Aditya Thimmaiah, Vishnuvardhan V. Iyer, Andreas Gerstlauer, Michael Orshansky
High-Level Simulation of Embedded Software Vulnerabilities to EM Side-Channel Attacks. SAMOS (2022)
Andreas Gerstlauer, Aviral Shrivastava
Report on the 2021 Embedded Systems Week (ESWEEK). IEEE Des. Test 39 (1) (2022)
Armin Alaghi, Eva Darulova, Andreas Gerstlauer, Phillip Stanley-Marbell
Introduction to the Special Issue on Approximate Systems. ACM Trans. Design Autom. Electr. Syst. 27 (2) (2022)
Bagus Hanindhito, Dimitrios Gourounas, Arash Fathi, Dimitar Trenev, Andreas Gerstlauer, Lizy K. John
GAPS: GPU-acceleration of PDE solvers for wave simulation. ICS (2022)
Tanfer Alan, Andreas Gerstlauer, Jörg Henkel
Cross-Layer Approximate Hardware Synthesis for Runtime Configurable Accuracy. IEEE Trans. Very Large Scale Integr. Syst. 29 (6) (2021)
Georgios Zervakis, Hassaan Saadat, Hussam Amrouch, Andreas Gerstlauer, Sri Parameswaran, Jörg Henkel
Approximate Computing for ML: State-of-the-art, Challenges and Visions. ASP-DAC (2021)
Qinzhe Wu, Jonathan Beard, Ashen Ekanayake, Andreas Gerstlauer, Lizy K. John
Virtual-Link: A Scalable Multi-Producer Multi-Consumer Message Queue Architecture for Cross-Core Communication. IPDPS (2021)
Mochamad Asri, Dhairya Malhotra, Jiajun Wang, George Biros, Lizy K. John, Andreas Gerstlauer
Hardware Accelerator Integration Tradeoffs for High-Performance Computing: A Case Study of GEMM Acceleration in N-Body Methods. IEEE Trans. Parallel Distributed Syst. 32 (8) (2021)
Ahsan Saeed, Daniel Mueller-Gritschneder, Falk Rehm, Arne Hamann, Dirk Ziegenbein, Ulf Schlichtmann, Andreas Gerstlauer
Learning based Memory Interference Prediction for Co-running Applications on Multi-Cores. MLCAD (2021)
Tulika Mitra, Andreas Gerstlauer
Report on the 2020 Embedded Systems Week (ESWEEK): A Virtual Event during a Pandemic, September 20-25. IEEE Des. Test 38 (1) (2021)
Rafael Stahl, Alexander Hoffman, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
DeeperThings: Fully Distributed CNN Inference on Resource-Constrained Edge Devices. Int. J. Parallel Program. 49 (4) (2021)
Bagus Hanindhito, Ruihao Li, Dimitrios Gourounas, Arash Fathi, Karan Govil, Dimitar Trenev, Andreas Gerstlauer, Lizy Kurian John
Wave-PIM: Accelerating Wave Simulation Using Processing-in-Memory. ICPP (2021)
Erika S. Alcorta, Pranav Rama, Aswin Ramachandran, Andreas Gerstlauer
Phase-Aware CPU Workload Forecasting. SAMOS (2021)
Jackson Farley, Andreas Gerstlauer
Memory-Aware Fusing and Tiling of Neural Networks for Accelerated Edge Inference. CoRR (2021)
Erika S. Alcorta, Andreas Gerstlauer
Learning-Based Workload Phase Classification and Prediction Using Performance Monitoring Counters. MLCAD (2021)
Furkan Aydin, Aydin Aysu, Mohit Tiwari, Andreas Gerstlauer, Michael Orshansky
Horizontal Side-Channel Vulnerabilities of Post-Quantum Key Exchange and Encapsulation Protocols. ACM Trans. Embed. Comput. Syst. 20 (6) (2021)
Eva Darulova, Babak Falsafi, Andreas Gerstlauer, Phillip Stanley-Marbell
Approximate Systems (Dagstuhl Seminar 21302). Dagstuhl Reports 11 (6) (2021)
Qinzhe Wu, Jonathan Beard, Ashen Ekanayake, Andreas Gerstlauer, Lizy K. John
Virtual-Link: A Scalable Multi-Producer, Multi-Consumer Message Queue Architecture for Cross-Core Communication. CoRR (2020)
Kishore Punniyamurthy, Andreas Gerstlauer
Off-Chip Congestion Management for GPU-based Non-Uniform Processing-in-Memory Networks. PDP (2020)
Sami Salamin, Martin Rapp, Jörg Henkel, Andreas Gerstlauer, Hussam Amrouch
Dynamic Power and Energy Management for NCFET-Based Processors. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Kishore Punniyamurthy, Shomit Das, Andreas Gerstlauer
Cacheline Utilization-Aware Link Traffic Compression for Modular GPUs. VLSI Design (2020)
Zhuoran Zhao, Kamyar Mirzazad Barijough, Andreas Gerstlauer
Network-level Design Space Exploration of Resource-constrained Networks-of-Systems. ACM Trans. Embed. Comput. Syst. 19 (4) (2020)
Sami Salamin, Martin Rapp, Hussam Amrouch, Andreas Gerstlauer, Jörg Henkel
Energy Optimization in NCFET-based Processors. DATE (2020)
Tanfer Alan, Andreas Gerstlauer, Jörg Henkel
Runtime Accuracy-Configurable Approximate Hardware Synthesis Using Logic Gating and Relaxation. DATE (2020)
Heesu Kim, Jongho Kim, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer, Kiyoung Choi, Hanmin Park
Aging Compensation With Dynamic Computation Approximation. IEEE Trans. Circuits Syst. I Fundam. Theory Appl. (4) (2020)
Kishore Punniyamurthy, Andreas Gerstlauer
TAFE: Thread Address Footprint Estimation for Capturing Data/Thread Locality in GPU Systems. PACT (2020)
Mochamad Asri, Curtis Dunham, Roxana Rusitoru, Andreas Gerstlauer, Jonathan Beard
The Non-Uniform Compute Device (NUCD) Architecture for Lightweight Accelerator Offload. PDP (2020)
Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey
Exploiting Errors for Efficiency: A Survey from Circuits to Applications. ACM Comput. Surv. 53 (3) (2020)
Ahmed Abdelhadi, Andreas Gerstlauer, Sriram Vishwanath
Horus Testbed: Implementation of Real-Time Video Streaming Protocols. SysCon (2019)
Shijia Wei, Aydin Aysu, Michael Orshansky, Andreas Gerstlauer, Mohit Tiwari
Using Power-Anomalies to Counter Evasive Micro-Architectural Attacks in Embedded Systems. HOST (2019)
Kamyar Mirzazad Barijough, Zhuoran Zhao, Andreas Gerstlauer
Quality/Latency-Aware Real-time Scheduling of Distributed Streaming IoT Applications. ACM Trans. Embed. Comput. Syst. 18 (5s) (2019)
Rafael Stahl, Zhuoran Zhao, Daniel Mueller-Gritschneder, Andreas Gerstlauer, Ulf Schlichtmann
Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices. SAMOS (2019)
Jongho Kim, Heesu Kim, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer, Kiyoung Choi
Aging Gracefully with Approximation. ISCAS (2019)
Joseph Whitehouse, Qinzhe Wu, Shuang Song, Eugene John, Andreas Gerstlauer, Lizy K. John
A Study of Core Utilization and Residency in Heterogeneous Smart Phone Architectures. ICPE (2019)
Ahmed Abdelhadi, Andreas Gerstlauer, Sriram Vishwanath
Real-Time Rate Distortion Optimized and Adaptive Low Complexity Algorithms for Video Streaming. SysCon (2019)
Hussam Amrouch, Seyed Borna Ehsani, Andreas Gerstlauer, Jörg Henkel
On the Efficiency of Voltage Overscaling under Temperature and Aging Effects. IEEE Trans. Computers 68 (11) (2019)
Zhuoran Zhao, Kamyar Mirzazad Barijough, Andreas Gerstlauer
DeepThings: Distributed Adaptive Deep Learning Inference on Resource-Constrained IoT Edge Clusters. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 37 (11) (2018)
Dongwook Lee, Andreas Gerstlauer
Learning-Based, Fine-Grain Power Modeling of System-Level Hardware IPs. ACM Trans. Design Autom. Electr. Syst. 23 (3) (2018)
Behzad Boroujerdian, Hussam Amrouch, Jörg Henkel, Andreas Gerstlauer
Trading Off Temperature Guardbands via Adaptive Approximations. ICCD (2018)
Shuang Song, Xu Liu, Qinzhe Wu, Andreas Gerstlauer, Tao Li, Lizy K. John
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction. Proc. VLDB Endow. 12 (2) (2018)
Shuang Song, Xu Liu, Qinzhe Wu, Andreas Gerstlauer, Tao Li, Lizy K. John
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction. CoRR (2018)
Phillip Stanley-Marbell, Armin Alaghi, Michael Carbin, Eva Darulova, Lara Dolecek, Andreas Gerstlauer, Ghayoor Gillani, Djordje Jevdjic, Thierry Moreau, Mattia Cacciotti, Alexandros Daglis, Natalie D. Enright Jerger, Babak Falsafi, Sasa Misailovic, Adrian Sampson, Damien Zufferey
Exploiting Errors for Efficiency: A Survey from Circuits to Algorithms. CoRR (2018)
Aydin Aysu, Youssef Tobah, Mohit Tiwari, Andreas Gerstlauer, Michael Orshansky
Horizontal side-channel vulnerabilities of post-quantum key exchange protocols. HOST (2018)
Seogoo Lee, Andreas Gerstlauer
Data-Dependent Loop Approximations for Performance-Quality Driven High-Level Synthesis. IEEE Embed. Syst. Lett. 10 (1) (2018)
Wooseok Lee, Reena Panda, Dam Sunwoo, José A. Joao, Andreas Gerstlauer, Lizy K. John
BUQS: Battery- and user-aware QoS scaling for interactive mobile devices. ASP-DAC (2018)
Reena Panda, Xinnian Zheng, Andreas Gerstlauer, Lizy Kurian John
CAMP: Accurate modeling of core and memory locality for proxy generation of big-data applications. DATE (2018)
Wenxiao Yu, Jacob Kornerup, Andreas Gerstlauer
MASES: Mobility And Slack Enhanced Scheduling For Latency-Optimized Pipelined Dataflow Graphs. SCOPES (2018)
Zhuoran Zhao, Andreas Gerstlauer, Lizy K. John
Source-Level Performance, Energy, Reliability, Power and Thermal (PERPT) Simulation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (2) (2017)
Maithili P. Gandhe, Lizy K. John, Andreas Gerstlauer
POWSER: A novel user-experience based power management metric. IGSC (2017)
Zhuoran Zhao, Vasileios Tsoutsouras, Dimitrios Soudris, Andreas Gerstlauer
Network/system co-simulation for design space exploration of IoT applications. SAMOS (2017)
Reena Panda, Xinnian Zheng, Jiajun Wang, Andreas Gerstlauer, Lizy K. John
Statistical Pattern Based Modeling of GPU Memory Access Streams. DAC (2017)
Wooseok Lee, Dam Sunwoo, Andreas Gerstlauer, Lizy K. John
Cloud-Guided QoS and Energy Management for Mobile Interactive Web Applications. MOBILESoft@ICSE (2017)
Seogoo Lee, Lizy K. John, Andreas Gerstlauer
High-level synthesis of approximate hardware under joint precision and voltage scaling. DATE (2017)
Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel
Towards Aging-Induced Approximations. DAC (2017)
Xinnian Zheng, Haris Vikalo, Shuang Song, Lizy K. John, Andreas Gerstlauer
Sampling-based binary-level cross-platform performance estimation. DATE (2017)
Shuang Song, Raj Desikan, Mohamad Barakat, Sridhar Sundaram, Andreas Gerstlauer, Lizy K. John
Fine-Grain Program Snippets Generator for Mobile Core Design. ACM Great Lakes Symposium on VLSI (2017)
Wooseok Lee, Dam Sunwoo, Christopher D. Emmons, Andreas Gerstlauer, Lizy K. John
Exploring Heterogeneous-ISA Core Architectures for High-Performance and Energy-Efficient Mobile SoCs. ACM Great Lakes Symposium on VLSI (2017)
Guillermo Payá Vayá, Andreas Gerstlauer
Guest Editorial: Special Issue on the 2015 International Conference on Embedded Computer Systems - Architectures, Modeling and Simulation (SAMOS XV). Int. J. Parallel Program. 45 (6) (2017)
Kishore Punniyamurthy, Behzad Boroujerdian, Andreas Gerstlauer
GATSim: Abstract timing simulation of GPUs. DATE (2017)
Sabine Francis, Andreas Gerstlauer
A Reactive and Adaptive Data Flow Model for Network-of-System Specification. IEEE Embed. Syst. Lett. 9 (4) (2017)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
LACross: Learning-Based Analytical Cross-Platform Performance and Power Prediction. Int. J. Parallel Program. 45 (6) (2017)
Seogoo Lee, Dongwook Lee, Kyungtae Han, Emily Shriver, Lizy K. John, Andreas Gerstlauer
Statistical quality modeling of approximate hardware. ISQED (2016)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
Accurate phase-level cross-platform power and performance estimation. DAC (2016)
Mochamad Asri, Ardavan Pedram, Lizy K. John, Andreas Gerstlauer
Simulator calibration for accelerator-rich architecture studies. SAMOS (2016)
Jiajun Wang, Ahmed Khawaja, George Biros, Andreas Gerstlauer, Lizy K. John
Optimizing GPGPU Kernel Summation for Performance and Energy Efficiency. ICPP Workshops (2016)
Hussam Amrouch, Behnam Khaleghi, Andreas Gerstlauer, Jörg Henkel
Reliability-aware design to suppress aging. DAC (2016)
Reena Panda, Xinnian Zheng, Shuang Song, Jee Ho Ryoo, Michael LeBeane, Andreas Gerstlauer, Lizy K. John
Genesys: Automatically generating representative training sets for predictive benchmarking. SAMOS (2016)
Dylan Pfeifer, Andreas Gerstlauer, Jonathan Valvano
Adaptive resolution control in distributed cyber-physical system simulation. WSC (2016)
Shuang Song, Xinnian Zheng, Andreas Gerstlauer, Lizy K. John
Fine-grained power analysis of emerging graph processing workloads for cloud operations management. IEEE BigData (2016)
Shuang Song, Meng Li, Xinnian Zheng, Michael LeBeane, Jee Ho Ryoo, Reena Panda, Andreas Gerstlauer, Lizy K. John
Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters. ICPP (2016)
Xinnian Zheng, Pradeep Ravikumar, Lizy K. John, Andreas Gerstlauer
Learning-based analytical cross-platform performance prediction. SAMOS (2015)
Wooseok Lee, Youngchun Kim, Jee Ho Ryoo, Dam Sunwoo, Andreas Gerstlauer, Lizy K. John
PowerTrain: A learning-based calibration of McPAT power models. ISLPED (2015)
Seogoo Lee, Andreas Gerstlauer, Robert W. Heath Jr.
Distributed Real-Time Implementation of Interference Alignment with Analog Feedback. IEEE Trans. Veh. Technol. 64 (8) (2015)
Oliver Bringmann, Wolfgang Ecker, Andreas Gerstlauer, Ajay Goyal, Daniel Mueller-Gritschneder, Prasanth Sasidharan, Simranjit Singh
The next generation of virtual prototyping: ultra-fast yet accurate simulation of HW/SW systems. DATE (2015)
Dongwook Lee, Taemin Kim, Kyungtae Han, Yatin Hoskote, Lizy K. John, Andreas Gerstlauer
Learning-Based Power Modeling of System-Level Black-Box IPs. ICCAD (2015)
Dongwook Lee, Lizy K. John, Andreas Gerstlauer
Dynamic power and performance back-annotation for fast and accurate functional hardware simulation. DATE (2015)
Darshan Gandhi, Andreas Gerstlauer, Lizy K. John
FastSpot: Host-compiled thermal estimation for early design space exploration. ISQED (2014)
Ahmed Abdel-Hadi, Andreas Gerstlauer, Sriram Vishwanath
Real-Time Rate-Distortion Optimized Streaming of Wireless Video. CoRR (2014)
Jin Miao, Andreas Gerstlauer, Michael Orshansky
Multi-level approximate logic synthesis under general error constraints. ICCAD (2014)
Parisa Razaghi, Andreas Gerstlauer
Host-Compiled Multicore System Simulation for Early Real-Time Performance Evaluation. ACM Trans. Embed. Comput. Syst. 13 (5s) (2014)
Ahmed Khawaja, Jiajun Wang, Andreas Gerstlauer, Lizy K. John, Dhairya Malhotra, George Biros
Performance analysis of HPC applications with irregular tree data structures. ICPADS (2014)
Ardavan Pedram, Andreas Gerstlauer, Robert A. van de Geijn
Algorithm, Architecture, and Floating-Point Unit Codesign of a Matrix Factorization Accelerator. IEEE Trans. Computers 63 (8) (2014)
Ardavan Pedram, John D. McCalpin, Andreas Gerstlauer
A Highly Efficient Multicore Floating-Point FFT Architecture Based on Hybrid Linear Algebra/FFT Cores. J. Signal Process. Syst. 77 (1-2) (2014)
Seogoo Lee, Andreas Gerstlauer
Fine grain word length optimization for dynamic precision scaling in DSP systems. VLSI-SoC (2013)
Ku He, Andreas Gerstlauer, Michael Orshansky
Low-energy digital filter design based on controlled timing error acceptance. ISQED (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andreas Gerstlauer