Journal: IEEE Micro

Volume 43, Issue 6

4 -- 6Lizy Kurian John. TinyML but by No Means a Tiny Feat!
7 -- 10Vijay Janapa Reddi, Boris Murmann. Special Issue on TinyML
11 -- 18Marius Brehler, Lucas Camphausen, Benjamin Heidebroek, Dennis Krön, Henri Gründer, Simon Camphausen. Making Machine Learning More Energy Efficient by Bringing It Closer to the Sensor
19 -- 27Atsutake Kosuge, Yao-Chung Hsu, Rei Sumikawa, Mototsugu Hamada, Tadahiro Kuroda, Tomoe Ishikawa. A 10.7-µJ/Frame 88% Accuracy CIFAR-10 Single-Chip Neuromorphic Field-Programmable Gate Array Processor Featuring Various Nonlinear Functions of Dendrites in the Human Cerebrum
29 -- 39Mozhgan Navardi, Edward Humes, Tejaswini Manjunath, Tinoosh Mohsenin. MetaE2RL: Toward Meta-Reasoning for Energy-Efficient Multigoal Reinforcement Learning With Squeezed-Edge You Only Look Once
40 -- 49Vivek Parmar, Syed Shakib Sarwar, Ziyun Li, Hsien-Hsin S. Lee, Barbara De Salvo, Manan Suri. Exploring Memory-Oriented Design Optimization of Edge AI Hardware for Extended Reality Applications
50 -- 57Manuele Rusci, Tinne Tuytelaars. On-Device Customization of Tiny Deep Learning Models for Keyword Spotting With Few Examples
58 -- 65Eduardo S. Pereira, Leonardo S. Marcondes, Josemar M. Silva. On-Device Tiny Machine Learning for Anomaly Detection Based on the Extreme Values Theory
66 -- 73Kazuki Sunaga, Masaaki Kondo, Hiroki Matsutani. Addressing the Gap Between Training Data and Deployed Environment by On-Device Learning
74 -- 83Arnab Neelim Mazumder, Tinoosh Mohsenin. Reg-TuneV2: A Hardware-Aware and Multiobjective Regression-Based Fine-Tuning Approach for Deep Neural Networks on Embedded Platforms
84 -- 92Shunyao Zhang, Yonggan Fu, Shang Wu, Jyotikrishna Dass, Haoran You, Yingyan Lin. NetDistiller: Empowering Tiny Deep Learning via In Situ Distillation
93 -- 101Payman Behnam, Jianming Tong, Alind Khare, Yangyu Chen, Yue Pan, Pranav Gadikar, Abhimanyu Bambhaniya, Tushar Krishna, Alexey Tumanov. Hardware-Software Co-Design for Real-Time Latency-Accuracy Navigation in Tiny Machine Learning Applications
103 -- 108Joshua J. Yi. Analysis of Historical Patenting Behavior and Patent Characteristics of Computer Architecture Companies - Part VII: Relationship Between Prosecution Time and Claims
109 -- 124Matthew D. Sinclair, Parthasarathy Ranganathan, Gaurang Upasani, Adrian Sampson, David A. Patterson 0001, Rutwik Jain, Nidhi Parthasarathy, Shaan Shah. Fifty Years of the International Symposium on Computer Architecture: A Data-Driven Retrospective
126 -- 128Shane Greenstein. The AI Gold Rush

Volume 43, Issue 5

4 -- 5Lizy Kurian John. Hardware Security and Privacy: Threats and Opportunities
6 -- 7Guru Venkataramani. Special Issue on Security and Privacy-Preserving Execution Environments
8 -- 15Md Hafizul Islam Chowdhuryy, Rickard Ewetz, Amro Awad, Fan Yao. Understanding and Characterizing Side Channels Exploiting Phase-Change Memories
16 -- 23Naveed Ul Mustafa, Yan Solihin. Persistent Memory Security Threats to Interprocess Isolation
24 -- 34Kyle Thomas, Muhammad Santriaji, David Mohaisen, Yan Solihin. Exploration of Bitflip's Effect on Deep Neural Network Accuracy in Plaintext and Ciphertext
35 -- 44Najmeh Nazari, Hosein Mohammadi Makrani, Chongzhou Fang, Behnam Omidi, Setareh Rafatirad, Hossein Sayadi, Khaled N. Khasawneh, Houman Homayoun. Adversarial Attacks Against Machine Learning-Based Resource Provisioning Systems
45 -- 54Sarabjeet Singh, Xiong Fan, Ananth Krishna Prasad, Lin Jia, Anirban Nag, Rajeev Balasubramonian, Mahdi Nazm Bojnordi, Elaine Shi. XCRYPT: Accelerating Lattice-Based Cryptography With Memristor Crossbar Arrays
55 -- 63Neal Livesay, Gilbert Jonatan, Evelio Mora, Kaustubh Shivdikar, Rashmi Agrawal, Ajay Joshi, José L. Abellán, John Kim, David R. Kaeli. Accelerating Finite Field Arithmetic for Homomorphic Encryption on GPUs
64 -- 76Animesh Basak Chowdhury, Anushree Mahapatra, Yang Liu, Prashanth Krishnamurthy, Farshad Khorrami, Ramesh Karri. A Golden-Free Approach to Detect Trojans in COTS Multi-PCB Systems
78 -- 87Sriram Aananthakrishnan, Shamsul Abedin, Vincent Cavé, Fabio Checconi, Kristof Du Bois, Stijn Eyerman, Joshua B. Fryman, Wim Heirman, Jason Howard, Ibrahim Hur, Samkit Jain, Marek M. Landowski, Kevin Ma, Jarrod A. Nelson, Robert Pawlowski, Fabrizio Petrini, Sebastian Szkoda, Sanjaya Tayal, Jesmin Jahan Tithi, Yves Vandriessche. The Intel Programmable and Integrated Unified Memory Architecture Graph Analytics Processor
88 -- 96Guiming Wu, Qianwen He, Jiali Jiang, Zhenxiang Zhang, Yunfeng Shi, Xin Long, Linquan Jiang, Shuangchen Li, Yuan Xie 0001, Changzheng Wei, Yuan Zhao, Ying Yan 0002, Hui Zhang 0002, Yinchao Zou. E-Booster: A Field-Programmable Gate Array-Based Accelerator for Secure Tree Boosting Using Additively Homomorphic Encryption
98 -- 100Shane Greenstein. Interview With Ronnie Chatterji, Coordinator for the Creating Helpful Incentives to Produce Semiconductors and Science Act

Volume 43, Issue 4

4 -- 5Lizy Kurian John. Top Picks From Computer Architecture Conferences!
6 -- 10Christopher Batten, Jae W. Lee. Special Issue on Top Picks From the 2022 Computer Architecture Conferences
11 -- 18Joseph Ravichandran, Weon Taek Na, Jay Lang, Mengjia Yan 0001. PACMAN: Attacking ARM Pointer Authentication With Speculative Execution
19 -- 27Yingchen Wang, Riccardo Paccagnella, Elizabeth Tang He, Hovav Shacham, Christopher W. Fletcher, David Kohlbrenner. Hertzbleed: Turning Power Side-Channel Attacks Into Remote Timing Attacks on x86
28 -- 36Jack Cook, Jules Drean, Jonathan Behrens, Mengjia Yan 0001. There's Always a Bigger Fish: A Clarifying Analysis of a Machine-Learning-Assisted Side-Channel Attack
37 -- 44Oleksii Oleksenko, Christof Fetzer, Boris Köpf, Mark Silberstein. Revizor: Testing Black-Box CPUs Against Speculation Contracts
45 -- 52Ishan Shah, Akanksha Jain, Calvin Lin. Effective Mimicry of Bélády's MIN Policy
53 -- 61Evgeny Manzhosov, Adam Hastings, Meghna Pancholi, Ryan Piersma, Mohamed Tarek Ibn Ziad, Simha Sethumadhavan. Revisiting Residue Codes for Modern Memories
62 -- 70Nicolai Oswald, Vijay Nagarajan, Daniel J. Sorin, Vasilis Gavrielatos, Theo X. Olausson, Reece Carr. HeteroGen: Automatic Synthesis of Heterogeneous Cache Coherence Protocols
71 -- 79Yuxuan Zhang, Tanvir Ahmed Khan, Gilles Pokam, Baris Kasikci, Heiner Litz, Joseph Devietti. Online Code Layout Optimizations via OCOLOS
80 -- 87Tejun Heo, Dan Schatzberg, Andrew Newell, Song Liu, Saravanan Dhakshinamurthy, Iyswarya Narayanan, Josef Bacik, Chris Mason, Chunqiang Tang, Dimitrios Skarlatos 0002. IOCost: Block Input-Output Control for Containers in Datacenters
88 -- 97Haoran You, Yang Zhao 0013, Cheng Wan, Zhongzhi Yu, Yonggan Fu, Jiayi Yuan, Shang Wu, Shunyao Zhang, Yongan Zhang, Chaojian Li, Vivek Boominathan, Ashok Veeraraghavan, Ziyun Li, Yingyan Celine Lin. EyeCoD: Eye Tracking System Acceleration via FlatCam-Based Algorithm and Hardware Co-Design
98 -- 106Yinan Xu, Zihao Yu, Dan Tang, Ye Cai, Dandan Huan, Wei He, Ninghui Sun, Yungang Bao. Toward Developing High-Performance RISC-V Processors Using Agile Methodology
107 -- 117Udit Gupta, Mariam Elgamal, Gage Hills, Gu-Yeon Wei, Hsien-Hsin S. Lee, David Brooks 0001, Carole-Jean Wu. 2 Footprint Tool: Designing Sustainable Computer Systems With an Architectural Carbon Modeling Tool
119 -- 123Joshua J. Yi. Analysis of Historical Patenting Behavior and Patent Characteristics of Computer Architecture Companies - Part VI: Relationship Between Prosecution Time and Claims

Volume 43, Issue 3

4 -- 6Lizy Kurian John. Hot Chips 34 and More!
7 -- 8Ron Diamant, Krste Asanovic. Special Issue on Hot Chips 34
9 -- 17Jack Choquette. NVIDIA Hopper H100 GPU: Scaling Performance
18 -- 30Sean Lie. Cerebras Architecture Deep Dive: First Look Inside the Hardware/Software Co-Design for Deep Learning
31 -- 39Emil Talpes, Debjit Das Sarma, Douglas Williams, Sahil Arora, Thomas Kunjan, Benjamin Floering, Ankit Jalote, Christopher Hsiong, Chandrasekhar Poorna, Vaidehi Samant, John Sicilia, Anantha Kumar Nivarti, Raghuvir Ramachandran, Tim C. Fischer, Ben Herzberg, Bill McGee, Ganesh Venkataramanan, Pete Banon. The Microarchitecture of DOJO, Tesla's Exa-Scale Computer
40 -- 49Jaideep Dastidar, David Riddoch, Jason Moore, Steven Pope, Jim Wesselkamper. The AMD 400-G Adaptive SmartNIC System on Chip: A Technology Preview
50 -- 57Richard Grisenthwaite, Graeme Barnes, Robert N. M. Watson, Simon W. Moore, Peter Sewell, Jonathan Woodruff. The Arm Morello Evaluation Platform - Validating CHERI-Based Security in a High-Performance System
58 -- 63Martin Snelgrove, Robert Beachler. speedAI240: A 2-Petaflop, 30-Teraflops/W At-Memory Inference Acceleration Device With 1456 RISC-V Cores
64 -- 72Karthik Sriram, Ioannis Karageorgos, Xiayuan Wen, Ján Veselý, Nick Lindsay, Michael Wu, Lenny Khazan, Raghavendra Pradyumna Pothukuchi, Rajit Manohar, Abhishek Bhattacharjee. HALO: A Hardware-Software Co-Designed Processor for Brain-Computer Interfaces
74 -- 82Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo. A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation
86 -- 88Shane Greenstein. Bank Runs Without the Wisdom of the Crowds

Volume 43, Issue 2

4 -- 5Lizy Kurian John. Emerging System Interconnects Enabling More Opportunities Than Ever!
6 -- 8John Kim, Nam Sung Kim. Special Issue on Emerging System Interconnects
9 -- 19Debendra Das Sharma. Novel Composable and Scaleout Architectures Using Compute Express Link
20 -- 29Kyungsan Kim, Hyunseok Kim, Jinin So, Wonjae Lee, Junhyuk Im, Sungjoo Park, Jeonghyeon Cho, Hoyoung Song. SMT: Software-Defined Memory Tiering for Heterogeneous Computing Systems With CXL Memory Expander
30 -- 38Daniel S. Berger, Daniel Ernst, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini. Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
39 -- 47Minho Ha, Junhee Ryu, Jungmin Choi, Kwangjin Ko, Sunwoong Kim, Sungwoo Hyun, Donguk Moon, Byungil Koh, Hokyoon Lee, Myoungseo Kim, Hoshik Kim, Kyoung Park. Dynamic Capacity Service for Improving CXL Pooled Memory Efficiency
48 -- 57Donghyun Gouk, Miryeong Kwon, Hanyeoreum Bae, Sangwon Lee, Myoungsoo Jung. Memory Pooling With CXL
58 -- 65David Boles, Daniel G. Waddington, David A. Roberts. CXL-Enabled Enhanced Memory Functions
66 -- 75Miryeong Kwon, Junhyeok Jang, Hanjin Choi, Sangwon Lee, Myoungsoo Jung. Failure Tolerant Training With Persistent Memory Disaggregation Over CXL
76 -- 85Debendra Das Sharma. System on a Package Innovations With Universal Chiplet Interconnect Express (UCIe) Interconnect
86 -- 95Shiqing Zhang, Ziyue Zhang, Mahmood Naderan-Tahan, Hossein SeyyedAghaei, Xin Wang, He Li, Senbiao Qin, Didier Colle, Guy Torfs, Mario Pickavet, Johan Bauwelinck, Günther Roelkens, Lieven Eeckhout. Photonic Network-on-Wafer for Multichiplet GPUs
97 -- 98Scott Levy. Special Issue on Hot Interconnects 29
99 -- 109Debendra Das Sharma. Compute Express Link (CXL): Enabling Heterogeneous Data-Centric Computing With Heterogeneous Memory Hierarchy
110 -- 119Yao Xin, Wenjun Li, Gaogang Xie, Yang Xu 0010, Yi Wang 0004. A Parallel and Updatable Architecture for FPGA-Based Packet Classification With Large-Scale Rule Sets
120 -- 130Alberto Cascajo, Gabriel Gomez-Lopez, Jesús Escudero-Sahuquillo, Pedro Javier García, David E. Singh, Francisco J. Alfaro-Cortés, Francisco J. Quiles 0001, Jesús Carretero 0001. Monitoring InfiniBand Networks to React Efficiently to Congestion
131 -- 139Kaushik Kandadi Suresh, Kawthar Shafie Khorassani, Chen-Chun Chen, Bharath Ramesh 0005, Mustafa Abduljabbar, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda 0001. Network-Assisted Noncontiguous Transfers for GPU-Aware MPI Libraries
142 -- 144Shane Greenstein. Butterfly Effects and Legacies

Volume 43, Issue 1

4 -- 6Lizy Kurian John. Environmentally Sustainable Computing
7 -- 8Carole-Jean Wu. Special Issue on Environmentally Sustainable Computing
9 -- 18Lieven Eeckhout. Kaya for Computer Architects: Toward Sustainable Computer Systems
19 -- 28Sébastien Ollivier, Sheng Li, Yue Tang, Stephen Cahoon, Ryan Caginalp, Chayanika Chaudhuri, Peipei Zhou 0001, Xulong Tang, Jingtong Hu, Alex K. Jones. Sustainable AI Processing at the Edge
29 -- 39Soumya Sudhakar, Vivienne Sze, Sertac Karaman. Data Centers on Wheels: Emissions From Computing Onboard Autonomous Vehicles
40 -- 41Ryusuke Egawa, Yasutaka Wada. Special Issue on Cool Chips
42 -- 48Moritz Scherer, Alfio Di Mauro, Tim Fischer, Georg Rutishauser, Luca Benini. TCN-CUTIE: A 1, 036-TOp/s/W, 2.72-µJ/Inference, 12.2-mW All-Digital Ternary Accelerator in 22-nm FDX Technology
49 -- 57Takuya Kojima, Hayate Okuhara, Masaaki Kondo, Hideharu Amano. A Scalable Body Bias Optimization Method Toward Low-Power CGRAs
58 -- 66Deanna Postles Dunn Berger, Christian Jacobi 0002, Craig R. Walters, Robert J. Sonnelitter, Mike Cadigan, Matthias Klein. Enterprise-Class Multilevel Cache Design: Low Latency, Huge Capacity, and High Reliability
67 -- 75Yutaka Sugawara, Dong Chen 0005, Ruud A. Haring, Abdullah Kayi, Eugene Ratzlaff, Robert M. Senger, Krishnan Sugavanam, Ralph Bellofatto, Ben J. Nathanson, Craig B. Stunkel. Data Movement Accelerator Engines on a Prototype Power10 Processor
76 -- 82John Snyder, Alvin R. Lebeck, Danyang Zhuo. RDMA Congestion Control: It Is Only for the Compliant
83 -- 88Joshua J. Yi. Does Academic Research Drive Industrial Innovation in Computer Architecture? - Analyzing Citations to Academic Papers in Patents
90 -- 92Shane Greenstein. The Modern Digital Operating Model