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IEEE Micro, Volume 40
Volume 40, Number 1, January - February 2020
- Lizy Kurian John:
Connectivity! Connectivity! Connectivity! May You Be More Connected Than Ever!! 4-5 - Ryan E. Grant, Khaled Hamidouche:
Hot Interconnects 26. 6-7 - German Maglione Mathey, Jesús Escudero-Sahuquillo, Pedro Javier García, Francisco J. Quiles, José Duato:
Path2SL: Leveraging InfiniBand Resources to Reduce Head-of-Line Blocking in Fat Trees. 8-14 - Ramin Farjadrad, Mark Kuemerle, Bapi Vinnakota:
A Bunch-of-Wires (BoW) Interface for Interchiplet Communication. 15-24 - Joshua Lant, Javier Navaridas, Mikel Luján, John Goodacre:
Toward FPGA-Based HPC: Advancing Interconnect Technologies. 25-34 - Ammar Ahmad Awan, Arpan Jain, Ching-Hsiang Chu, Hari Subramoni, Dhabaleswar K. Panda:
Communication Profiling and Characterization of Deep-Learning Workloads on Clusters With High-Performance Interconnects. 35-43 - John Gliksberg, Antoine Capra, Alexandre Louvet, Pedro Javier García, Devan Sohier:
High-Quality Fault Resiliency in Fat Trees. 44-49 - Sourav Roy, Arvind Kaushik, Rajkumar Agrawal, Joseph Gergen, Wim Rouwet, John Arends:
A High-Throughput Network Processor Architecture for Latency-Critical Applications. 50-56 - Phillip Stanley-Marbell, Martin C. Rinard:
Warp: A Hardware Platform for Efficient Multimodal Sensing With Adaptive Approximation. 57-66 - Hoda Mahdiani, Alireza Khadem, Azam Ghanbari, Mehdi Modarressi, Farima Fattahi-Bayat, Masoud Daneshtalab:
ΔNN: Power-Efficient Neural Network Acceleration Using Differential Weights. 67-74 - Han Cai, Ji Lin, Yujun Lin, Zhijian Liu, Kuan Wang, Tianzhe Wang, Ligeng Zhu, Song Han:
AutoML for Architecting Efficient and Specialized Neural Networks. 75-82 - Masab Ahmad, Halit Dogan, José A. Joao, Omer Khan:
In-Hardware Moving Compute to Data Model to Accelerate Thread Synchronization on Large Multicores. 83-92 - Shane Greenstein:
The Vital Two Percent. 94-96
Volume 40, Number 2, March - April 2020
- Lizy Kurian John:
Did ML Chips Heat Up the Chip Design Arena? 4-5 - Christos Kozyrakis, Ian Bratt:
The Hot Chips Renaissance. 6-7 - Peter Mattson, Hanlin Tang, Gu-Yeon Wei, Carole-Jean Wu, Vijay Janapa Reddi, Christine Cheng, Cody Coleman, Greg Diamos, David Kanter, Paulius Micikevicius, David A. Patterson, Guenther Schmuelling:
MLPerf: An Industry Standard Benchmark Suite for Machine Learning Performance. 8-16 - Eitan Medina, Eran Dagan:
Habana Labs Purpose-Built AI Inference and Training Processor Architectures: Scaling AI Training Systems Using Standard Ethernet With Gaudi Processor. 17-24 - Emil Talpes, Atchyuth Gorti, Gagandeep S. Sachdev, Debjit Das Sarma, Ganesh Venkataramanan, Peter Bannon, Bill McGee, Benjamin Floering, Ankit Jalote, Christopher Hsiong, Sahil Arora:
Compute Solution for Tesla's Full Self-Driving Computer. 25-35 - John Burgess:
RTX on - The NVIDIA Turing GPU. 36-44 - David Suggs, Mahesh Subramony, Dan Bouvier:
The AMD "Zen 2" Processor. 45-52 - Andrea Pellegrini, Ashok Kumar Tummala, Jamshed Jalal, Mark Werkheiser, Anitha Kona, Nigel Stephens, Magnus Bruce, Yasuo Ishii, Joseph Pusdesris, Abhishek Raja, Chris Abernathy, Jinson Koppanalil, Tushar Ringe:
The Arm Neoverse N1 Platform: Building Blocks for the Next-Gen Cloud-to-Edge Infrastructure SoC. 53-62 - Mark T. Wade, Roy Meade, Chandru Ramamurthy, Michael Rust, Forrest Sedgwick, Vladimir Stojanovic, Derek Van Orden, Chong Zhang, Chen Sun, Sergey Y. Shumarayev, Conor O'Keeffe, Erik Anderson, Tim T. Hoang, David Kehlet, Ravi V. Mahajan, Matthew T. Guzy, Allen Chan, Tina Tran, Shahab Ardalan, Pavan Bhargava, Sidney Buchbinder, Michael L. Davenport, John Michael Fini, Haiwei Lu, Chen Li:
TeraPHY: A Chiplet Technology for Low-Power, High-Bandwidth In-Package Optical I/O. 63-71 - Shane Greenstein:
Expertise at Our Fingertips. 74-76
Volume 40, Number 3, May - June 2020
- Lizy Kurian John:
Enjoy These Top Picks, While You Work From Home! 4-5 - Hyesoon Kim:
The 2019 Top Picks in Computer Architecture. 6-9 - Yu Gan, Yanqi Zhang, Dailun Cheng, Ankitha Shetty, Priyal Rathi, Nayan Katarki, Ariana Bruno, Justin Hu, Brian Ritchken, Brendon Jackson, Kelvin Hu, Meghna Pancholi, Yuan He, Brett Clancy, Chris Colen, Fukang Wen, Catherine Leung, Siyuan Wang, Leon Zaruvinsky, Mateo Espinosa, Rick Lin, Zhongling Liu, Jake Padilla, Christina Delimitrou:
Unveiling the Hardware and Software Implications of Microservices in Cloud and Edge Systems. 10-19 - Hyoukjun Kwon, Prasanth Chatarasi, Vivek Sarkar, Tushar Krishna, Michael Pellauer, Angshuman Parashar:
MAESTRO: A Data-Centric Approach to Understand Reuse, Performance, and Hardware Cost of DNN Mappings. 20-29 - Yue Leng, Jian Huang, Chi-Chun Chen, Qiuyue Sun, Yuhao Zhu:
Energy-Efficient Video Processing for Virtual Reality. 30-36 - Vidushi Dadu, Jian Weng, Sihao Liu, Tony Nowatzki:
Towards General-Purpose Acceleration: Finding Structure in Irregularity. 37-46 - Yu-Ching Hu, Murtuza Lokhandwala, Te I, Hung-Wei Tseng:
Varifocal Storage: Dynamic Multiresolution Data Storage. 47-55 - Nayana Prasad Nagendra, Grant Ayers, David I. August, Hyoun Kyu Cho, Svilen Kanev, Christos Kozyrakis, Trivikram Krishnamurthy, Heiner Litz, Tipp Moseley, Parthasarathy Ranganathan:
AsmDB: Understanding and Mitigating Front-End Stalls in Warehouse-Scale Computers. 56-63 - Pranav Gokhale, Jonathan M. Baker, Casey Duckering, Frederic T. Chong, Natalie C. Brown, Kenneth R. Brown:
Extending the Frontier of Quantum Computers With Qutrits. 64-72 - Prakash Murali, Norbert Matthias Linke, Margaret Martonosi, Ali JavadiAbhari, Nhung Hong Nguyen, Cinthia Huerta Alderete:
Architecting Noisy Intermediate-Scale Quantum Computers: A Real-System Study. 73-80 - Jiyong Yu, Mengjia Yan, Artem Khyzha, Adam Morrison, Josep Torrellas, Christopher W. Fletcher:
Speculative Taint Tracking (STT): A Comprehensive Protection for Speculatively Accessed Data. 81-90 - Dimitrios Skarlatos, Mengjia Yan, Bhargava Gopireddy, Read Sprabery, Josep Torrellas, Christopher W. Fletcher:
MicroScope: Enabling Microarchitectural Replay Attacks. 91-98 - Jiyong Yu, Lucas Hsiung, Mohamad El Hajj, Christopher W. Fletcher:
Creating Foundations for Secure Microarchitectures With Data-Oblivious ISA Extensions. 99-107 - Deeksha Dangwal, Weilong Cui, Joseph McMahan, Timothy Sherwood:
Trace Wringing for Program Trace Privacy. 108-115 - Shane Greenstein:
Pandemics and the Dismal Technology Economy. 118-120
Volume 40, Number 4, July - August 2020
- Lizy Kurian John:
Agile Hardware Design. 4-5 - Yungang Bao, Trevor E. Carlson:
Agile and Open-Source Hardware. 6-9 - Alon Amid, David Biancolin, Abraham Gonzalez, Daniel Grubb, Sagar Karandikar, Harrison Liew, Albert Magyar, Howard Mao, Albert J. Ou, Nathan Pemberton, Paul Rigge, Colin Schmidt, John Charles Wright, Jerry Zhao, Yakun Sophia Shao, Krste Asanovic, Borivoje Nikolic:
Chipyard: Integrated Design, Simulation, and Implementation Framework for Custom SoCs. 10-21 - Jonathan Balkind, Ting-Jung Chang, Paul J. Jackson, Georgios Tziantzioulis, Ang Li, Fei Gao, Alexey Lavrov, Grigory Chirkov, Jinzheng Tu, Mohammad Shahrad, David Wentzlaff:
OpenPiton at 5: A Nexus for Open and Agile Hardware Design. 22-31 - Paul N. Whatmough, Marco Donato, Glenn G. Ko, Sae Kyu Lee, David Brooks, Gu-Yeon Wei:
CHIPKIT: An Agile, Reusable Open-Source Framework for Rapid Test Chip Development. 32-40 - Xifan Tang, Edouard Giacomin, Baudouin Chauviere, Aurélien Alacchi, Pierre-Emmanuel Gaillardon:
OpenFPGA: An Open-Source Framework for Agile Prototyping Customizable FPGAs. 41-48 - Kevin E. Murray, Mohamed A. Elgammal, Vaughn Betz, Tim Ansell, Keith Rothman, Alessandro Comodi:
SymbiFlow and VPR: An Open-Source Design Flow for Commercial and Novel FPGAs. 49-57 - Shunning Jiang, Peitian Pan, Yanghui Ou, Christopher Batten:
PyMTL3: A Python Framework for Open-Source Hardware Modeling, Generation, Simulation, and Verification. 58-66 - Sheng-Hong Wang, Rafael Trapani Possignolo, Haven Blake Skinner, Jose Renau:
LiveHD: A Productive Live Hardware Development Flow. 67-75 - Deeksha Dangwal, Georgios Tzimpragos, Timothy Sherwood:
Agile Hardware Development and Instrumentation With PyRTL. 76-84 - Liancheng Jia, Liqiang Lu, Xuechao Wei, Yun Liang:
Generating Systolic Array Accelerators With Reusable Blocks. 85-92 - Daniel Petrisko, Farzam Gilani, Mark Wyse, Dai Cheol Jung, Scott Davidson, Paul Gao, Chun Zhao, Zahra Azad, Sadullah Canakci, Bandhav Veluri, Tavio Guarino, Ajay Joshi, Mark Oskin, Michael Bedford Taylor:
BlackParrot: An Agile Open-Source RISC-V Multicore for Accelerator SoCs. 93-102 - Luis Vega, Jared Roesch, Joseph McMahan, Luis Ceze:
LastLayer: Toward Hardware and Software Continuous Integration. 103-111 - Scott Beamer:
A Case for Accelerating Software RTL Simulation. 112-119 - Johan Peltenburg, Jeroen van Straten, Matthijs Brobbel, Zaid Al-Ars, H. Peter Hofstee:
Tydi: An Open Specification for Complex Data Structures Over Hardware Streams. 120-130 - Shane Greenstein:
Uncomfortable Economic Waters. 134-136
Volume 40, Number 5, September - October 2020
- Lizy Kurian John:
Machine Learning for Systems, Biological Computing, and More. 4-5 - Heiner Litz, Milad Hashemi:
Machine Learning for Systems. 6-7 - Martin Maas:
A Taxonomy of ML for Systems Problems. 8-16 - Vinu Joseph, Ganesh Gopalakrishnan, Saurav Muralidharan, Michael Garland, Animesh Garg:
A Programmable Approach to Neural Network Compression. 17-25 - Yanqi Zhou, Sudip Roy, AmirAli Abdolrashidi, Daniel Lin-Kit Wong, Peter C. Ma, Qiumin Xu, Azalia Mirhoseini, James Laudon:
A Single-Shot Generalized Device Placement for Large Dataflow Graphs. 26-36 - Ahmed T. Elthakeb, Prannoy Pilligundla, Fatemehsadat Mireshghallah, Amir Yazdanbakhsh, Hadi Esmaeilzadeh:
ReLeQ : A Reinforcement Learning Approach for Automatic Deep Quantization of Neural Networks. 37-45 - Cheng Fu, Huili Chen, Zhenheng Yang, Farinaz Koushanfar, Yuandong Tian, Jishen Zhao:
Enhancing Model Parallelism in Neural Architecture Search for Multidevice System. 46-55 - Ke Wang, Hao Zheng, Ahmed Louri:
TSA-NoC: Learning-Based Threat Detection and Mitigation for Secure Network-on-Chip Architecture. 56-63 - Abhishek Bhattacharjee:
Biology and Systems Interactions. 64 - Mohammed Alser, Zülal Bingöl, Damla Senol Cali, Jeremie S. Kim, Saugata Ghose, Can Alkan, Onur Mutlu:
Accelerating Genome Analysis: A Primer on an Ongoing Journey. 65-75 - Ashley P. Stephenson, Max Willsey, Jeff McBride, Sharon Newman, Bichlien Nguyen, Chris Takahashi, Karin Strauss, Luis Ceze:
PurpleDrop: A Digital Microfluidics-Based Platform for Hybrid Molecular-Electronics Applications. 76-86 - Shane Greenstein:
Triggers, Transmissions, and Adjustments. 88-90
Volume 40, Number 6, November - December 2020
- Lizy Kurian John:
Chip Design 2020. 4-5 - Jaydeep P. Kulkarni:
Chip Design 2020. 6-7 - Aayush Ankit, Indranil Chakraborty, Amogh Agrawal, Mustafa Fayez Ali, Kaushik Roy:
Circuits and Architectures for In-Memory Computing-Based Machine Learning Accelerators. 8-22 - Brucek Khailany, Haoxing Ren, Steve Dai, Saad Godil, Ben Keller, Robert Kirby, Alicia Klinefelter, Rangharajan Venkatesan, Yanqing Zhang, Bryan Catanzaro, William J. Dally:
Accelerating Chip Design With Machine Learning. 23-32 - Ali Keshavarzi, Kai Ni, Wilbert van den Hoek, Suman Datta, Arijit Raychowdhury:
FerroElectronics for Edge Intelligence. 33-48 - David A. Patterson, Yakun Sophia Shao:
Commercial Products. 49 - Christian Jacobi, Charles F. Webb:
History of IBM Z Mainframe Processors. 50-58 - Ram Rangan, Naman Turakhia, Alexandre Joly:
Countering Load-to-Use Stalls in the NVIDIA Turing GPU. 59-66 - Leah Shalev, Hani Ayoub, Nafea Bshara, Erez Sabbag:
A Cloud-Optimized Transport Protocol for Elastic and Scalable HPC. 67-73 - Johann Knechtel, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Yogesh Singh Chauhan, Jörg Henkel, Ozgur Sinanoglu, Hussam Amrouch:
Power Side-Channel Attacks in Negative Capacitance Transistor. 74-84 - Shane Greenstein:
The Fox and Shepherd Problem. 86-88
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