Tony Nowatzki

According to our database, Tony Nowatzki authored at least 48 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation.

Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John

CoRR, 2023

Affinity Alloc: Taming Not-So Near-Data Computing.

Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki

Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023

Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion.

Zhengrong Wang, Christopher Liu, Aman Arora, Lizy Kurian John, Tony Nowatzki

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Explainable-DSE: An Agile and Explainable Exploration of Efficient HW/SW Codesigns of Deep Learning Accelerators Using Bottleneck Analysis.

Shail Dave, Tony Nowatzki, Aviral Shrivastava

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Unifying Spatial Accelerator Compilation With Idiomatic and Modular Transformations.

Jian Weng, Sihao Liu, Dylan Kupsh, Tony Nowatzki

IEEE Micro, 2022

Infinity Stream: Enabling Transparent and Automated In-Memory Computing.

Zhengrong Wang, Christopher Liu, Tony Nowatzki

IEEE Comput. Archit. Lett., 2022

OverGen: Improving FPGA Usability through Domain-specific Overlay Generation.

Sihao Liu, Jian Weng, Dylan Kupsh, Atefeh Sohrabizadeh, Zhengrong Wang, Licheng Guo, Jiuyang Liu, Maxim Zhulin, Rishabh Mani, Lucheng Zhang, Jason Cong, Tony Nowatzki

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

A programmable, energy-minimal dataflow compiler and architecture.

Graham Gobieski, Souradip Ghosh, Marijn Heule, Todd C. Mowry, Tony Nowatzki, Nathan Beckmann, Brandon Lucia

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

The Mozart reuse exposed dataflow processor for AI and beyond: industrial product.

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

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

Near-Stream Computing: General and Transparent Near-Cache Acceleration.

Zhengrong Wang, Jian Weng, Sihao Liu, Tony Nowatzki

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

TaskStream: accelerating task-parallel workloads by recovering program structure.

Vidushi Dadu, Tony Nowatzki

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights.

Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li

Proc. IEEE, 2021

PolyGraph: Exposing the Value of Flexibility for Graph Processing Accelerators.

Vidushi Dadu, Sihao Liu, Tony Nowatzki

Proceedings of the 48th ACM/IEEE Annual International Symposium on Computer Architecture, 2021

Stream Floating: Enabling Proactive and Decentralized Cache Optimizations.

Zhengrong Wang, Jian Weng, Jason Lowe-Power, Jayesh Gaur, Tony Nowatzki

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures.

Karu Sankaralingam, Tony Nowatzki, Greg Wright, Poly Palamuttam, Jitu Khare, Vinay Gangadhar, Preyas Shah

Proceedings of the IEEE Hot Chips 33 Symposium, 2021

UNIT: Unifying Tensorized Instruction Compilation.

Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2021

2020

Towards General-Purpose Acceleration: Finding Structure in Irregularity.

Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki

IEEE Micro, 2020

DSAGEN: Synthesizing Programmable Spatial Accelerators.

Jian Weng, Sihao Liu, Vidushi Dadu, Zhengrong Wang, Preyas Shah, Tony Nowatzki

Proceedings of the 47th ACM/IEEE Annual International Symposium on Computer Architecture, 2020

A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms.

Jian Weng, Sihao Liu, Zhengrong Wang, Vidushi Dadu, Tony Nowatzki

Proceedings of the IEEE International Symposium on High Performance Computer Architecture, 2020

2019

Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms.

Jian Weng, Vidushi Dadu, Tony Nowatzki

CoRR, 2019

DAEGEN: A Modular Compiler for Exploring Decoupled Spatial Accelerators.

Jian Weng, Sihao Liu, Vidushi Dadu, Tony Nowatzki

IEEE Comput. Archit. Lett., 2019

Heterogeneous Von Neumann/dataflow microprocessors.

Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam

Commun. ACM, 2019

μIR -An intermediate representation for transforming and optimizing the microarchitecture of application accelerators.

Amirali Sharifian, Reza Hojabr, Navid Rahimi, Sihao Liu, Apala Guha, Tony Nowatzki, Arrvindh Shriraman

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Towards General Purpose Acceleration by Exploiting Common Data-Dependence Forms.

Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki

Proceedings of the 52nd Annual IEEE/ACM International Symposium on Microarchitecture, 2019

Stream-based memory access specialization for general purpose processors.

Zhengrong Wang, Tony Nowatzki

Proceedings of the 46th International Symposium on Computer Architecture, 2019

2018

Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign.

Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng

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

2017

Domain Specialization Is Generally Unnecessary for Accelerators.

Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright

IEEE Micro, 2017

Kickstarting Semiconductor Innovation with Open Source Hardware.

Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam

Computer, 2017

Stream-Dataflow Acceleration.

Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam

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

2016

A Heterogeneous Von Neumann/Explicit Dataflow Processor.

Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam

IEEE Micro, 2016

Open-source Hardware: Opportunities and Challenges.

Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam

CoRR, 2016

Software transparent dynamic binary translation for coarse-grain reconfigurable architectures.

Matthew A. Watkins, Tony Nowatzki, Anthony Carno

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

Pushing the limits of accelerator efficiency while retaining programmability.

Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016

Modularizing the microprocessor core to outperform traditional out-of-order.

Tony Nowatzki, Karthikeyan Sankaralingam

Proceedings of the 2016 IEEE Hot Chips 28 Symposium (HCS), 2016

Analyzing Behavior Specialized Acceleration.

Tony Nowatzki, Karthikeyan Sankaralingam

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

2015

Comprehensive Circuit Failure Prediction for Logic and SRAM Using Virtual Aging.

Amir Yazdanbakhsh, Raghuraman Balasubramanian, Tony Nowatzki, Karthikeyan Sankaralingam

IEEE Micro, 2015

Architectural Simulators Considered Harmful.

Tony Nowatzki, Jaikrishnan Menon, Chen-Han Ho, Karthikeyan Sankaralingam

IEEE Micro, 2015

A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches.

Tony Nowatzki, Venkatraman Govindaraju, Karthikeyan Sankaralingam

IEEE Comput. Archit. Lett., 2015

Performance evaluation of a DySER FPGA prototype system spanning the compiler, microarchitecture, and hardware implementation.

Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Ranjini Nagaraju, Zachary Marzec, Preeti Agarwal, Chris Frericks, Ryan Cofell, Karthikeyan Sankaralingam

Proceedings of the 2015 IEEE International Symposium on Performance Analysis of Systems and Software, 2015

Exploring the potential of heterogeneous von neumann/dataflow execution models.

Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam

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

2014

A Scheduling Framework for Spatial Architectures Across Multiple Constraint-Solving Theories.

Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili

ACM Trans. Program. Lang. Syst., 2014

2013

Optimization and Mathematical Modeling in Computer Architecture

Tony Nowatzki, Michael C. Ferris, Karu Sankaralingam, Cristian Estan, Nilay Vaish, David A. Wood

Synthesis Lectures on Computer Architecture, Morgan & Claypool Publishers, ISBN: 978-3-031-01773-5, 2013

Constraint centric scheduling guide.

Michael Sartin-Tarm, Tony Nowatzki, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan

SIGARCH Comput. Archit. News, 2013

A general constraint-centric scheduling framework for spatial architectures.

Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili

Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

Breaking SIMD shackles with an exposed flexible microarchitecture and the access execute PDG.

Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam

Proceedings of the 22nd International Conference on Parallel Architectures and Compilation Techniques, 2013

2012

DySER: Unifying Functionality and Parallelism Specialization for Energy-Efficient Computing.

Venkatraman Govindaraju, Chen-Han Ho, Tony Nowatzki, Jatin Chhugani, Nadathur Satish, Karthikeyan Sankaralingam, Changkyu Kim

IEEE Micro, 2012

Design, integration and implementation of the DySER hardware accelerator into OpenSPARC.

Jesse Benson, Ryan Cofell, Chris Frericks, Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam

Proceedings of the 18th IEEE International Symposium on High Performance Computer Architecture, 2012

Prototyping the DySER specialization architecture with OpenSPARC.

Jesse Benson, Ryan Cofell, Chris Frericks, Venkatraman Govindaraju, Chen-Han Ho, Zachary Marzec, Tony Nowatzki, Karu Sankaralingam

Proceedings of the 2012 IEEE Hot Chips 24 Symposium (HCS), 2012