Tony Nowatzki

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 37

Top Topics

Failure Prediction

Top Venues

Publications

Zhengrong Wang, Christopher Liu, Aman Arora, Lizy Kurian John, Tony Nowatzki
Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion. ASPLOS (3) (2023)
Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki
Affinity Alloc: Taming Not-So Near-Data Computing. MICRO (2023)
Shail Dave, Tony Nowatzki, Aviral Shrivastava
Explainable-DSE: An Agile and Explainable Exploration of Efficient HW/SW Codesigns of Deep Learning Accelerators Using Bottleneck Analysis. ASPLOS (4) (2023)
Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR (2023)
Graham Gobieski, Souradip Ghosh, Marijn Heule, Todd Mowry, Tony Nowatzki, Nathan Beckmann, Brandon Lucia
A programmable, energy-minimal dataflow compiler and architecture. MICRO (2022)
Vidushi Dadu, Tony Nowatzki
TaskStream: accelerating task-parallel workloads by recovering program structure. ASPLOS (2022)
Zhengrong Wang, Christopher Liu, Tony Nowatzki
Infinity Stream: Enabling Transparent and Automated In-Memory Computing. IEEE Comput. Archit. Lett. 21 (2) (2022)
Sihao Liu, Jian Weng, Dylan Kupsh, Atefeh Sohrabizadeh, Zhengrong Wang, Licheng Guo, Jiuyang Liu, Maxim Zhulin, Rishabh Mani, Lucheng Zhang, Jason Cong, Tony Nowatzki
OverGen: Improving FPGA Usability through Domain-specific Overlay Generation. MICRO (2022)
Karthikeyan Sankaralingam, Tony Nowatzki, Vinay Gangadhar, Preyas Shah, Michael Davies, William Galliher, Ziliang Guo, Jitu Khare, Deepak Vijay, Poly Palamuttam, Maghawan Punde, Alex Tan, Vijay Thiruvengadam, Rongyi Wang, Shunmiao Xu
The Mozart reuse exposed dataflow processor for AI and beyond: industrial product. ISCA (2022)
Zhengrong Wang, Jian Weng, Sihao Liu, Tony Nowatzki
Near-Stream Computing: General and Transparent Near-Cache Acceleration. HPCA (2022)
Jian Weng, Sihao Liu, Dylan Kupsh, Tony Nowatzki
Unifying Spatial Accelerator Compilation With Idiomatic and Modular Transformations. IEEE Micro 42 (5) (2022)
Karu Sankaralingam, Tony Nowatzki, Greg Wright, Poly Palamuttam, Jitu Khare, Vinay Gangadhar, Preyas Shah
Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures. HCS (2021)
Zhengrong Wang, Jian Weng, Jason Lowe-Power, Jayesh Gaur, Tony Nowatzki
Stream Floating: Enabling Proactive and Decentralized Cache Optimizations. HPCA (2021)
Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. Proc. IEEE 109 (10) (2021)
Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki
UNIT: Unifying Tensorized Instruction Compilation. CGO (2021)
Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki
UNIT: Unifying Tensorized Instruction Compilation. CoRR (2021)
Vidushi Dadu, Sihao Liu, Tony Nowatzki
PolyGraph: Exposing the Value of Flexibility for Graph Processing Accelerators. ISCA (2021)
Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li
Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. CoRR (2020)
Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki
Towards General-Purpose Acceleration: Finding Structure in Irregularity. IEEE Micro 40 (3) (2020)
Jian Weng, Sihao Liu, Zhengrong Wang, Vidushi Dadu, Tony Nowatzki
A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms. HPCA (2020)
Jian Weng, Sihao Liu, Vidushi Dadu, Zhengrong Wang, Preyas Shah, Tony Nowatzki
DSAGEN: Synthesizing Programmable Spatial Accelerators. ISCA (2020)
Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
Heterogeneous Von Neumann/dataflow microprocessors. Commun. ACM 62 (6) (2019)
Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki
Towards General Purpose Acceleration by Exploiting Common Data-Dependence Forms. MICRO (2019)
Zhengrong Wang, Tony Nowatzki
Stream-based memory access specialization for general purpose processors. ISCA (2019)
Jian Weng, Sihao Liu, Vidushi Dadu, Tony Nowatzki
DAEGEN: A Modular Compiler for Exploring Decoupled Spatial Accelerators. IEEE Comput. Archit. Lett. 18 (2) (2019)
Jian Weng, Vidushi Dadu, Tony Nowatzki
Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms. CoRR (2019)
Amirali Sharifian, Reza Hojabr, Navid Rahimi, Sihao Liu, Apala Guha, Tony Nowatzki, Arrvindh Shriraman
μIR -An intermediate representation for transforming and optimizing the microarchitecture of application accelerators. MICRO (2019)
Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng
Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign. PACT (2018)
Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam
Stream-Dataflow Acceleration. ISCA (2017)
Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
Kickstarting Semiconductor Innovation with Open Source Hardware. Computer 50 (6) (2017)
Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
Domain Specialization Is Generally Unnecessary for Accelerators. IEEE Micro 37 (3) (2017)
Matthew A. Watkins, Tony Nowatzki, Anthony Carno
Software transparent dynamic binary translation for coarse-grain reconfigurable architectures. HPCA (2016)
Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
Open-source Hardware: Opportunities and Challenges. CoRR (2016)
Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
Pushing the limits of accelerator efficiency while retaining programmability. HPCA (2016)
Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
A Heterogeneous Von Neumann/Explicit Dataflow Processor. IEEE Micro 36 (3) (2016)
Tony Nowatzki, Karthikeyan Sankaralingam
Analyzing Behavior Specialized Acceleration. ASPLOS (2016)
Tony Nowatzki, Karthikeyan Sankaralingam
Modularizing the microprocessor core to outperform traditional out-of-order. Hot Chips Symposium (2016)
Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
Exploring the potential of heterogeneous von neumann/dataflow execution models. ISCA (2015)
Amir Yazdanbakhsh, Raghuraman Balasubramanian, Tony Nowatzki, Karthikeyan Sankaralingam
Comprehensive Circuit Failure Prediction for Logic and SRAM Using Virtual Aging. IEEE Micro 35 (6) (2015)
Tony Nowatzki, Jaikrishnan Menon, Chen-Han Ho, Karthikeyan Sankaralingam
Architectural Simulators Considered Harmful. IEEE Micro 35 (6) (2015)
Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Ranjini Nagaraju, Zachary Marzec, Preeti Agarwal, Chris Frericks, Ryan Cofell, Karthikeyan Sankaralingam
Performance evaluation of a DySER FPGA prototype system spanning the compiler, microarchitecture, and hardware implementation. ISPASS (2015)
Tony Nowatzki, Venkatraman Govindaraju, Karthikeyan Sankaralingam
A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches. IEEE Comput. Archit. Lett. 14 (2) (2015)
Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
A Scheduling Framework for Spatial Architectures Across Multiple Constraint-Solving Theories. ACM Trans. Program. Lang. Syst. 37 (1) (2014)
Michael Sartin-Tarm, Tony Nowatzki, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
Constraint centric scheduling guide. SIGARCH Comput. Archit. News 41 (2) (2013)
Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
Breaking SIMD shackles with an exposed flexible microarchitecture and the access execute PDG. PACT (2013)
Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
A general constraint-centric scheduling framework for spatial architectures. PLDI (2013)
Jesse Benson, Ryan Cofell, Chris Frericks, Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
Design, integration and implementation of the DySER hardware accelerator into OpenSPARC. HPCA (2012)
Jesse Benson, Ryan Cofell, Chris Frericks, Venkatraman Govindaraju, Chen-Han Ho, Zachary Marzec, Tony Nowatzki, Karu Sankaralingam
Prototyping the DySER specialization architecture with OpenSPARC. Hot Chips Symposium (2012)
Venkatraman Govindaraju, Chen-Han Ho, Tony Nowatzki, Jatin Chhugani, Nadathur Satish, Karthikeyan Sankaralingam, Changkyu Kim
DySER: Unifying Functionality and Parallelism Specialization for Energy-Efficient Computing. IEEE Micro 32 (5) (2012)