Tony Nowatzki - RankMe

59 papers A* 21A 1B 3Misc 1Journal 27Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cache and Near-Data Co-Design for Chiplets. IEEE Comput. Archit. Lett. Arteen Abrishami, Zhengrong Wang, Tony Nowatzki
2025	J	`jnl`	Can Asymmetric Tile Buffering Be Beneficial? CoRR Chengyue Wang, Wesley Pang, Xinrui Wu, Gregory Jun, Luis Romero, Endri Taka, Diana Marculescu, Tony Nowatzki, Pranathi Vasireddy, Joseph Melber, Deming Chen, Jason Cong
2025	J	`jnl`	Demystifying FPGA Hard NoC Performance. CoRR Sihao Liu, Jake Ke, Tony Nowatzki, Jason Cong
2025	J	`jnl`	LLM-DSE: Searching Accelerator Parameters with LLM Agents. CoRR Hanyu Wang, Xinrui Wu, Zijian Ding, Su Zheng, Chengyue Wang, Tony Nowatzki, Yizhou Sun, Jason Cong
2025	A*	`conf`	NUPEA: Optimizing Critical Loads on Spatial Dataflow Architectures via Non-Uniform Processing-Element Access. ISCA Souradip Ghosh, Graham Gobieski, Keyi Zhang, Brandon Lucia, Nathan Beckmann, Tony Nowatzki
2025	Misc	`conf`	NoH: NoC Compilation in High-Level Synthesis. FCCM Huifeng Ke, Sihao Liu, Licheng Guo, Zifan He, Linghao Song, Suhail Basalama, Yuze Chi, Tony Nowatzki, Jason Cong
2024	J	`jnl`	Monza: An Energy-Minimal, General-Purpose Dataflow System-on-Chip for the Internet of Things. IEEE Micro Nathan Beckmann, Brandon Lucia, Graham Gobieski, Tony Nowatzki, Thomas C. Jackson, Guénolé Lallement, Keyi Zhang, Amolak Nagi, Atharv Sathe, Harsh Desai
2024	J	`jnl`	PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. ACM Trans. Archit. Code Optim. Siyuan Ma, Kaustubh Manohar Mhatre, Jian Weng, Bagus Hanindhito, Zhengrong Wang, Tony Nowatzki, Lizy K. John, Aman Arora
2024	J	`jnl`	SPGPU: Spatially Programmed GPU. IEEE Comput. Archit. Lett. Shizhuo Zhu, Illia Shkirko, Jacob Levinson, Zhengrong Wang, Tony Nowatzki
2023	A*	`conf`	Affinity Alloc: Taming Not-So Near-Data Computing. MICRO Zhengrong Wang, Christopher Liu, Nathan Beckmann, Tony Nowatzki
2023	—	`conf`	Explainable-DSE: An Agile and Explainable Exploration of Efficient HW/SW Codesigns of Deep Learning Accelerators Using Bottleneck Analysis. ASPLOS (4) Shail Dave, Tony Nowatzki, Aviral Shrivastava
2023	—	`conf`	Infinity Stream: Portable and Programmer-Friendly In-/Near-Memory Fusion. ASPLOS (3) Zhengrong Wang, Christopher Liu, Aman Arora, Lizy Kurian John, Tony Nowatzki
2023	J	`jnl`	PIMSAB: A Processing-In-Memory System with Spatially-Aware Communication and Bit-Serial-Aware Computation. CoRR Aman Arora, Jian Weng, Siyuan Ma, Tony Nowatzki, Lizy K. John
2022	A*	`conf`	A programmable, energy-minimal dataflow compiler and architecture. MICRO Graham Gobieski, Souradip Ghosh, Marijn Heule, Todd C. Mowry, Tony Nowatzki, Nathan Beckmann, Brandon Lucia
2022	J	`jnl`	Infinity Stream: Enabling Transparent and Automated In-Memory Computing. IEEE Comput. Archit. Lett. Zhengrong Wang, Christopher Liu, Tony Nowatzki
2022	A*	`conf`	Near-Stream Computing: General and Transparent Near-Cache Acceleration. HPCA Zhengrong Wang, Jian Weng, Sihao Liu, Tony Nowatzki
2022	A*	`conf`	OverGen: Improving FPGA Usability through Domain-specific Overlay Generation. MICRO Sihao Liu, Jian Weng, Dylan Kupsh, Atefeh Sohrabizadeh, Zhengrong Wang, Licheng Guo, Jiuyang Liu, Maxim Zhulin, Rishabh Mani, Lucheng Zhang, Jason Cong, Tony Nowatzki
2022	A*	`conf`	TaskStream: accelerating task-parallel workloads by recovering program structure. ASPLOS Vidushi Dadu, Tony Nowatzki
2022	A*	`conf`	The Mozart reuse exposed dataflow processor for AI and beyond: industrial product. ISCA 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
2022	J	`jnl`	Unifying Spatial Accelerator Compilation With Idiomatic and Modular Transformations. IEEE Micro Jian Weng, Sihao Liu, Dylan Kupsh, Tony Nowatzki
2021	J	`jnl`	Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. Proc. IEEE Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li
2021	—	`conf`	Mozart: Designing for Software Maturity and the Next Paradigm for Chip Architectures. HCS Karu Sankaralingam, Tony Nowatzki, Greg Wright, Poly Palamuttam, Jitu Khare, Vinay Gangadhar, Preyas Shah
2021	A*	`conf`	PolyGraph: Exposing the Value of Flexibility for Graph Processing Accelerators. ISCA Vidushi Dadu, Sihao Liu, Tony Nowatzki
2021	A*	`conf`	Stream Floating: Enabling Proactive and Decentralized Cache Optimizations. HPCA Zhengrong Wang, Jian Weng, Jason Lowe-Power, Jayesh Gaur, Tony Nowatzki
2021	A	`conf`	UNIT: Unifying Tensorized Instruction Compilation. CGO Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki
2021	J	`jnl`	UNIT: Unifying Tensorized Instruction Compilation. CoRR Jian Weng, Animesh Jain, Jie Wang, Leyuan Wang, Yida Wang, Tony Nowatzki
2020	A*	`conf`	A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms. HPCA Jian Weng, Sihao Liu, Zhengrong Wang, Vidushi Dadu, Tony Nowatzki
2020	A*	`conf`	DSAGEN: Synthesizing Programmable Spatial Accelerators. ISCA Jian Weng, Sihao Liu, Vidushi Dadu, Zhengrong Wang, Preyas Shah, Tony Nowatzki
2020	J	`jnl`	Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights. CoRR Shail Dave, Riyadh Baghdadi, Tony Nowatzki, Sasikanth Avancha, Aviral Shrivastava, Baoxin Li
2020	J	`jnl`	Towards General-Purpose Acceleration: Finding Structure in Irregularity. IEEE Micro Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki
2019	J	`jnl`	DAEGEN: A Modular Compiler for Exploring Decoupled Spatial Accelerators. IEEE Comput. Archit. Lett. Jian Weng, Sihao Liu, Vidushi Dadu, Tony Nowatzki
2019	J	`jnl`	Exploiting Fine-Grain Ordered Parallelism in Dense Matrix Algorithms. CoRR Jian Weng, Vidushi Dadu, Tony Nowatzki
2019	J	`jnl`	Heterogeneous Von Neumann/dataflow microprocessors. Commun. ACM Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2019	A*	`conf`	Stream-based memory access specialization for general purpose processors. ISCA Zhengrong Wang, Tony Nowatzki
2019	A*	`conf`	Towards General Purpose Acceleration by Exploiting Common Data-Dependence Forms. MICRO Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki
2019	A*	`conf`	μIR -An intermediate representation for transforming and optimizing the microarchitecture of application accelerators. MICRO Amirali Sharifian, Reza Hojabr, Navid Rahimi, Sihao Liu, Apala Guha, Tony Nowatzki, Arrvindh Shriraman
2018	B	`conf`	Hybrid optimization/heuristic instruction scheduling for programmable accelerator codesign. PACT Tony Nowatzki, Newsha Ardalani, Karthikeyan Sankaralingam, Jian Weng
2017	J	`jnl`	Domain Specialization Is Generally Unnecessary for Accelerators. IEEE Micro Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
2017	J	`jnl`	Kickstarting Semiconductor Innovation with Open Source Hardware. Computer Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2017	A*	`conf`	Stream-Dataflow Acceleration. ISCA Tony Nowatzki, Vinay Gangadhar, Newsha Ardalani, Karthikeyan Sankaralingam
2016	J	`jnl`	A Heterogeneous Von Neumann/Explicit Dataflow Processor. IEEE Micro Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2016	A*	`conf`	Analyzing Behavior Specialized Acceleration. ASPLOS Tony Nowatzki, Karthikeyan Sankaralingam
2016	—	`conf`	Modularizing the microprocessor core to outperform traditional out-of-order. Hot Chips Symposium Tony Nowatzki, Karthikeyan Sankaralingam
2016	J	`jnl`	Open-source Hardware: Opportunities and Challenges. CoRR Gagan Gupta, Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2016	A*	`conf`	Pushing the limits of accelerator efficiency while retaining programmability. HPCA Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam, Greg Wright
2016	A*	`conf`	Software transparent dynamic binary translation for coarse-grain reconfigurable architectures. HPCA Matthew A. Watkins, Tony Nowatzki, Anthony Carno
2015	J	`jnl`	A Graph-Based Program Representation for Analyzing Hardware Specialization Approaches. IEEE Comput. Archit. Lett. Tony Nowatzki, Venkatraman Govindaraju, Karthikeyan Sankaralingam
2015	J	`jnl`	Architectural Simulators Considered Harmful. IEEE Micro Tony Nowatzki, Jaikrishnan Menon, Chen-Han Ho, Karthikeyan Sankaralingam
2015	J	`jnl`	Comprehensive Circuit Failure Prediction for Logic and SRAM Using Virtual Aging. IEEE Micro Amir Yazdanbakhsh, Raghuraman Balasubramanian, Tony Nowatzki, Karthikeyan Sankaralingam
2015	A*	`conf`	Exploring the potential of heterogeneous von neumann/dataflow execution models. ISCA Tony Nowatzki, Vinay Gangadhar, Karthikeyan Sankaralingam
2015	B	`conf`	Performance evaluation of a DySER FPGA prototype system spanning the compiler, microarchitecture, and hardware implementation. ISPASS Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Ranjini Nagaraju, Zachary Marzec, Preeti Agarwal, Chris Frericks, Ryan Cofell, Karthikeyan Sankaralingam
2014	J	`jnl`	A Scheduling Framework for Spatial Architectures Across Multiple Constraint-Solving Theories. ACM Trans. Program. Lang. Syst. Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
2013	A*	`conf`	A general constraint-centric scheduling framework for spatial architectures. PLDI Tony Nowatzki, Michael Sartin-Tarm, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan, Behnam Robatmili
2013	B	`conf`	Breaking SIMD shackles with an exposed flexible microarchitecture and the access execute PDG. PACT Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
2013	J	`jnl`	Constraint centric scheduling guide. SIGARCH Comput. Archit. News Michael Sartin-Tarm, Tony Nowatzki, Lorenzo De Carli, Karthikeyan Sankaralingam, Cristian Estan
2013	—	`book`	Optimization and Mathematical Modeling in Computer Architecture Tony Nowatzki, Michael C. Ferris, Karu Sankaralingam, Cristian Estan, Nilay Vaish, David A. Wood
2012	A*	`conf`	Design, integration and implementation of the DySER hardware accelerator into OpenSPARC. HPCA Jesse Benson, Ryan Cofell, Chris Frericks, Chen-Han Ho, Venkatraman Govindaraju, Tony Nowatzki, Karthikeyan Sankaralingam
2012	J	`jnl`	DySER: Unifying Functionality and Parallelism Specialization for Energy-Efficient Computing. IEEE Micro Venkatraman Govindaraju, Chen-Han Ho, Tony Nowatzki, Jatin Chhugani, Nadathur Satish, Karthikeyan Sankaralingam, Changkyu Kim
2012	—	`conf`	Prototyping the DySER specialization architecture with OpenSPARC. Hot Chips Symposium Jesse Benson, Ryan Cofell, Chris Frericks, Venkatraman Govindaraju, Chen-Han Ho, Zachary Marzec, Tony Nowatzki, Karu Sankaralingam