Arm Research | Research Publications

Publication title	Authors	Date	Further resources
Shredder: Learning Noise Distributions to Protect Inference Privacy	P. Ramrakhyani H. Esmaeilzadeh F. Mireshghallah	March 2020	Watch presentation
Fused: Closed-loop Performance and Energy Simulation of Embedded Systems	S. T. Sliper W. Wang N. Nikoleris A. S. Weddell G. V. Merrett	January 2020
Temporal Prefetching Without the Off-Chip Metadata	H. Wu K. Nathella J. Pusdesris D. Sunwoo A. Jain C. Lin	October 2019
Directed Statistical Warming through Time Traveling	N. Nikoleris L. Eeckhout E. Hagersten T. E. Carlson	October 2019
DynaSprint: Microarchitectural Sprints with Dynamic Utility and Thermal Management	Z. Huang J. Joao A. Rico A. Hilton B. Lee	October 2019
Reducing Data Movement and Energy in Multilevel Cache Hierarchies Without Losing Performance: Can you have it all?	J. Wang P. Ramrakhyani W. Elsasser L. K. John	September 2019
Efficient Metadata Management for Irregular Data Prefetching	H. Wu K. Nathella D. Sunwoo A. Jain C. Lin	June 2019
Sampled Simulation of Task-Based Programs	T. Grass T. Carlson A. Rico G. Ceballos E. Ayguadé M. Casas M. Moreto	February 2019
BRB: Mitigating Branch Predictor Side-Channels	I.Vougioukas N.Nikoleris A.Sandberg S.Diestelhorst G.V. Merrett B.M. Al-Hashimi	February 2019	Read blog
Whitepaper: Introducing the new Armv8.1-M architecture	T. Grocutt	February 2019	Read blog
Nucleus: Finding the Sharing Limit of Heterogeneous Cores	I. Vougioukas A. Sanberg B. M. Al-Hashimi Geoff V. Merrett	October 2017
A Triple Core Lock-Step (TCLS) ARM® Cortex®-R5 Processor for Safety-Critical and Ultra-Reliable Applications	X. Iturbe B. Venu E. Ozer S. Das	October 2017
The Arm Scalable Vector Extension	N. Stephens S. Biles M. Boettcher J. Eapen M. Eyole G. Gabrielli M. Horsnell G. Magklis A. Martinez M. Premillieu A. Reid A. Rico P. Walker	April 2017	Read blog

Publication title	Authors	Date	Further resources
Enhanced 3D Implementation of an Arm® Cortex®-A	X. Xu M. Bhargava S. Moore S. Sinha B. Cline	July 2020
Buried Power Rails and Back-side Power Grids: Arm® CPU Power Delivery Network Design Beyond 5nm	D. Prasad S. S. T. Nibhanupudi S. Das O. Zografos B. Chehab S. Sarkar R. Baert A. Robinson A. Gupta A. Spessot P. Debacker D. Verkest J. Kulkarni B. Cline S. Sinha	December 2019	Read blog
Error Correlation Prediction in Lockstep Processors for Safety-Critical Systems	E. Ozer B. Venu X. Iturbe S. Das S. Lyberis J. Biggs P. Harrod J. Penton	October 2018	Read blog
Standard Cell Library Design and Optimization Methodology for ASAP7 PDK	X. Xu N. Shah A. Evans S. Sinha B. Cline G. Yeric	July 2018	Read blog

Publication title	Authors	Date	Further resources
Asvie: A Timing-Agnostic SVE Optimization Methodology	M. T. Cruz D. Ruiz R. Rusitoru	November 2019
Cache Line Sharing and Communication in ECP Proxy Applications	J. Randall A. Rico J. A. Joao	September 2019	Read blog
On the Benefits of Tasking with OpenMP	A. Rico I. S. Barrera J. A. Joao J. Randall M. Casas M. Moretó	September 2019	Read blog
On the Maturity of Parallel Applications for Asymmetric Multi-core Processors	K. Chronaki M.Moretó M. Casas A. Rico R. M. Badia E. Ayguadé M. Valero	May 2019

Publication title	Authors	Date	Further resources
IOTGAZE: IoT Security Enforcement via Wireless Context Analysis	T. Gu Z. Fang A. Abhishek H. Fu P. Hu P. Mohapatra	July 2020
Applications of Computation-In-Memory Architectures based on Memristive Devices	Said Hamdioui Hoang Anh Du Nguyen Mottaqiallah Taouil Abu Sebastian Manuel Le Gallo Sandeep Pande Siebren Schaafsma Francky Catthoor Shidhartha Das Fernando García-Redondo G. Karunaratne Abbas Rahimi Luca Benini	March 2020
M0N0: A Performance-Regulated 0.8-to-38MHz DVFS ARM Cortex-M33 SIMD MCU with 10nW Sleep Power	Pranay Prabhat Benoît Labbe Graham Knight Anand Savanth Jonas Svedas Matthew J Walker Supreet Jeloka Philex Ming-Yan Fan Fernando García-Redondo Thanusree Achuthan James Myers	February 2020
Analysis Demand Forecasting of Residential Energy Consumption at Multiple Time Scales	P. Amin L. Cherkasova R. Aitken V. Kache	November 2019
A Time-Domain Current-Mode MAC Engine for Analogue Neural Networks in Flexible Electronics	Matt Douthwaite Fernando García-Redondo Pantelis Georgiou Shidhartha Das	October 2019
A 0.98-nW/kHz 33-kHz Fully Integrated Subthreshold-Region Operation RC Oscillator With Forward-Body-Biasing	P. Fan A. Savanth B. Labbé P. Prabhat J. Myers	September 2019	Read blog
A 10.8pJ/bit Pulse-Position Inductive Transceiver for Low-Energy Wireless 3D Integration	B. Fletcher S. Das T. Mak	September 2019
A Low-Energy Inductive Transceiver using Spike-Latency Encoding for Wireless 3D Integration	B. Fletcher S. Das T. Mak	July 2019
A 65nm switched source line sub-threshold ROM using data encoding, with 0.3V Vmin and 47fJ/b access energy	Supreet Jeloka Pranay Prabhat Graham Knight James Myers	July 2019
Automating Energy Demand Modeling and Forecasting Using Smart Meter Data	P. Amin L. Cherkasova R. Aitken V. Kache	July 2019
Ternary Hybrid Neural-Tree Networks for Highly Constrained IoT Applications	D. Gope G. Dasika M. Mattina	March 2019
Integrated Reciprocal Conversion with Selective Direct Operation for Energy Harvesting Systems	A. Savanth A. Weddell J. Myers D. Flynn B. M. Al-Hashimi	September 2017	Read blog

Publication title	Authors	Date	Further resources
Mango: A Python Library for Parallel Hyperparameter Tuning	S. Sandha M. Aggarwal I. Fedorov M. Srivastava	May 2020
Benchmarking TinyML Systems: Challenges and Direction	C. Banbury V. Reddi M. Lam W. Fu A. Fazel J. Holleman X. Huang R. Hurtado D. Kanter A. Lokhmotov D. Patterson D. Pau J. Seo J. Sieracki U. Thakker M. Verheist P. Yadav	March 2020	Workshop
Compressing Language Models using Doped Kronecker Products	U. Thakker P. Whatmough M. Mattina J. Beu	March 2020	Workshop
Systolic Tensor Array: An Efficient Structured-Sparse GEMM Accelerator for Mobile CNN Inference	ZG. Liu P. Whatmough M. Mattina	March 2020
Aggressive Compression of MobileNets Using Hybrid Ternary Layers	D. Gope J. Beu U. Thakker M. Mattina	February 2020
Improving Accuracy of Neural Networks Compressed using Fixed Structures via Doping	U. Thakker P. Whatmough M. Mattina J. Beu	February 2020	Summit
Compressing RNNs for IoT devices by 15-38x using Kronecker Products	U. Thakker J. Beu D. Gope C. Zhou I. Fedorov G. Dasika M. Mattina	January 2020
Run-Time Efficient RNN Compression for Inference on Edge Devices	U. Thakker J. Beu D. Gope G. Dasika M. Mattina	January 2020
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers	I. Fedorov R. P. Adams M. Mattina P. Whatmough	December 2019	Read blog
RNN Compression using Hybrid Matrix Decomposition	U. Thakker J. Beu D. Gope C. Zhou I. Fedorov G. Dasika M. Mattina	December 2019	Workshop
Skipping RNN State Updates without Retraining the Original Model	J. Tao U. Thakker G. Dasika J. Beu	November 2019	Read blog
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning	N. Ardalani U. Thakker A. Albarghouthi K. Sankaralingam	June 2019	Workshop
2019 Evolutionary Algorithms Review	A. Sloss S. Gustafson	June 2019	Read book
Learning low-precision neural networks without Straight-Through Estimator (STE)	Z-G. Liu M. Mattina	May 2019	Read blog
RNN Compression using Hybrid Matrix Decomposition	U. Thakker J. Beu D. Gope G. Dasika M. Mattina	March 2019	Summit
Measuring scheduling efficiency of RNNs for NLP applications	U. Thakker G. Dasika J. Beu M. Mattina	March 2019	Workshop
SCALE-Sim: Systolic CNN Accelerator Simulator	A. Samajdar Y. Zhu P. Whatmough M. Mattina T. Krishna	February 2019
FixyNN: Efficient Hardware for Mobile Computer Vision via Transfer Learning	P. Whatmough C. Zhou P. Hansen S. Kolala Venkataramanaiah J-S. Seo M. Mattina	February 2019	Read blog
Energy Efficient Hardware for On-Device CNN Inference via Transfer Learning	P. Whatmough C. Zhou P. Hansen M. Mattina	February 2019
Efficient and Robust Machine Learning for Real-World Systems	F. Pernkopf W. Roth M. Zoehrer L. Pfeifenberger G. Schindler H. Froening S. Tschiatschek R. Peharz M. Mattina Z. Ghahramani	December 2018
DNN Engine: A 28-nm Timing-Error Tolerant Sparse Deep Neural Network Processor for IoT Applications	P. Whatmough S. Kyu-Lee D. Brooks G. Wei	September 2018
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous Vision	Y. Zhu A. Samajdar M. Mattina P. Whatmough	March 2018	Read blog
Mobile Machine Learning Hardware at Arm: A Systems-on-Chip (SoC) Perspective	Y. Zhu M. Mattina P. Whatmough	February 2018

Publication title	Authors	Date	Further resources
ISA Semantics for ARMv8-A, RISC-V, and CHERI-MIPS	A. Armstrong T. Bauereiss B. Campbell A. Reid K. E. Gray R. M. Norton P. Mundkur M. Wassell J. French C. Pulte S. Flur I. Stark N. Krishnaswami P. Sewell	January 2019
BRB: Mitigating Branch Predictor Side-Channels.	I. Vougioukas N. Nikoleris A. Sandberg S. Diestelhorst B. M. Al-Hashimi G. V. Merrett	November 2018	Read blog
The semantics of transactions and weak memory in x86, Power, ARM, and C++	N. Chong T. Sorensen J. Wickerson	June 2018	Read blog

Publication title	Authors	Date	Further resources
Challenges and Opportunities for Efficient Serverless Computing at the Edge	P.K. Gadepalli G. Peach L. Cherkasova R. Aitken G. Parmer	October 2019
Breaking Band: A Breakdown of High-performance Communication	R. Zambre M. Grodowitz A. Chandramowlishwaran P. Shamis	August 2019
Stretch: Balancing QoS and Throughput for Colocated Server Workloads on SMT Cores	A. Margaritov S. Gupta R. Gonzalez-Alberquilla B. Grot	February 2019	Read blog
Open-Source Shared Memory implementation of the HPCG benchmark: analysis, improvements and evaluation on Cavium ThunderX2	D. Ruiz F. Mantovani M. Casas F. Spiga J. Labarta	July 2018
Persistency for Synchronization-Free Regions	V. Gogte S. Diestelhorst W. Wang S. Narayanasamy P. M. Chen T. F. Wenisch	June 2018	Read blog
SynchroTrace: Synchronization-aware Architecture-agnostic Traces for Light-Weight Multicore Simulation of CMP and HPC Workloads	K. Sangaiah M. Lui R. Jagtap S. Diestelhorst S. Nilakantan A. More B. Taskin M. Hempstead	March 2018	Read blog
Crossing the Architectural Barrier: Evaluating Representative Regions of Parallel HPC Applications	A. Ferrerón R. Jagtap S. Bischoff R. Ruşitoru	March 2018	Read blog
Integrating DRAM Power-Down Modes in gem5 and Quantifying their Impact	R. Jagtap M. Jung W. Elasser C. Weis A. Hansson N. When	March 2018	Read blog

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