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2018 ACM/IEEE 45th Annual International Symposium on Computer Architecture (ISCA)

June 1 2018 to June 6 2018

Los Angeles, CA, USA

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-13
Message from the ISCA 2018 General Co-ChairsFreely available from IEEE.pp. 14-15
Message from the ISCA 2018 Program ChairFreely available from IEEE.pp. 16-19
ISCA 2018 Organizing CommitteeFreely available from IEEE.pp. 20-20
ISCA 2018 Program CommitteeFreely available from IEEE.pp. 21-22
ISCA 2018 External ReviewersFreely available from IEEE.pp. 23-24
ISCA 2018 SponsorsFreely available from IEEE.pp. 25-26
A new golden age for computer architecture: Domain-specific hardware/software co-design, enhanced security, open instruction sets, and agile chip developmentFull-text access may be available. Sign in or learn about subscription options.pp. 27-29
A Configurable Cloud-Scale DNN Processor for Real-Time AIFull-text access may be available. Sign in or learn about subscription options.pp. 1-14
by Jeremy Fowers, Kalin Ovtcharov, Michael Papamichael, Todd Massengill, Ming Liu, Daniel Lo, Shlomi Alkalay, Michael Haselman, Logan Adams, Mahdi Ghandi, Stephen Heil, Prerak Patel, Adam Sapek, Gabriel Weisz, Lisa Woods, Sitaram Lanka, Steven K. Reinhardt, Adrian M. Caulfield, Eric S. Chung, Doug Burger
Virtual Melting Temperature: Managing Server Load to Minimize Cooling Overhead with Phase Change MaterialsFull-text access may be available. Sign in or learn about subscription options.pp. 15-28
by Matt Skach, Manish Arora, Dean Tullsen, Lingjia Tang, Jason Mars
FireSim: FPGA-Accelerated Cycle-Exact Scale-Out System Simulation in the Public CloudFull-text access may be available. Sign in or learn about subscription options.pp. 29-42
by Sagar Karandikar, Howard Mao, Donggyu Kim, David Biancolin, Alon Amid, Dayeol Lee, Nathan Pemberton, Emmanuel Amaro, Colin Schmidt, Aditya Chopra, Qijing Huang, Kyle Kovacs, Borivoje Nikolic, Randy Katz, Jonathan Bachrach, Krste Asanovic
PROMISE: An End-to-End Design of a Programmable Mixed-Signal Accelerator for Machine-Learning AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 43-56
by Prakalp Srivastava, Mingu Kang, Sujan K. Gonugondla, Sungmin Lim, Jungwook Choi, Vikram Adve, Nam Sung Kim, Naresh Shanbhag
Computation Reuse in DNNs by Exploiting Input SimilarityFull-text access may be available. Sign in or learn about subscription options.pp. 57-68
by Marc Riera, Jose-Maria Arnau, Antonio Gonzalez
GenAx: A Genome Sequencing AcceleratorFull-text access may be available. Sign in or learn about subscription options.pp. 69-82
by Daichi Fujiki, Arun Subramaniyan, Tianjun Zhang, Yu Zeng, Reetuparna Das, David Blaauw, Satish Narayanasamy
Division of Labor: A More Effective Approach to PrefetchingFull-text access may be available. Sign in or learn about subscription options.pp. 83-95
by Sushant Kondguli, Michael Huang
Criticality Aware Tiered Cache Hierarchy: A Fundamental Relook at Multi-Level Cache HierarchiesFull-text access may be available. Sign in or learn about subscription options.pp. 96-109
by Anant Vithal Nori, Jayesh Gaur, Siddharth Rai, Sreenivas Subramoney, Hong Wang
Rethinking Belady's Algorithm to Accommodate PrefetchingFull-text access may be available. Sign in or learn about subscription options.pp. 110-123
by Akanksha Jain, Calvin Lin
Constructing a Weak Memory ModelFull-text access may be available. Sign in or learn about subscription options.pp. 124-137
by Sizhuo Zhang, Muralidaran Vijayaraghavan, Andrew Wright, Mehdi Alipour, Arvind
A Hardware Accelerator for Tracing Garbage CollectionFull-text access may be available. Sign in or learn about subscription options.pp. 138-151
by Martin Maas, Krste Asanović, John Kubiatowicz
Charm: A Language for Closed-Form High-Level Architecture ModelingFull-text access may be available. Sign in or learn about subscription options.pp. 152-165
by Weilong Cui, Yongshan Ding, Deeksha Dangwal, Adam Holmes, Joseph McMahan, Ali Javadi-Abhari, Georgios Tzimpragos, Frederic Chong, Timothy Sherwood
Get Out of the Valley: Power-Efficient Address Mapping for GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 166-179
by Yuxi Liu, Xia Zhao, Magnus Jahre, Zhenlin Wang, Xiaolin Wang, Yingwei Luo, Lieven Eeckhout
Scheduling Page Table Walks for Irregular GPU ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. 180-192
by Seunghee Shin, Guilherme Cox, Mark Oskin, Gabriel H. Loh, Yan Solihin, Abhishek Bhattacharjee, Arkaprava Basu
SEESAW: Using Superpages to Improve VIPT CachesFull-text access may be available. Sign in or learn about subscription options.pp. 193-206
by Mayank Parasar, Abhishek Bhattacharjee, Tushar Krishna
A Case for Richer Cross-Layer Abstractions: Bridging the Semantic Gap with Expressive MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 207-220
by Nandita Vijaykumar, Abhilasha Jain, Diptesh Majumdar, Kevin Hsieh, Gennady Pekhimenko, Eiman Ebrahimi, Nastaran Hajinazar, Phillip B. Gibbons, Onur Mutlu
Non-Speculative Store Coalescing in Total Store OrderFull-text access may be available. Sign in or learn about subscription options.pp. 221-234
by Alberto Ros, Stefanos Kaxiras
Dynamic Memory Dependence PredicationFull-text access may be available. Sign in or learn about subscription options.pp. 235-246
by Zhaoxiang Jin, Soner Önder
ProtoGen: Automatically Generating Directory Cache Coherence Protocols from Atomic SpecificationsFull-text access may be available. Sign in or learn about subscription options.pp. 247-260
by Nicolai Oswald, Vijay Nagarajan, Daniel J. Sorin
Spandex: A Flexible Interface for Efficient Heterogeneous CoherenceFull-text access may be available. Sign in or learn about subscription options.pp. 261-274
by Johnathan Alsop, Matthew Sinclair, Sarita Adve
Flexon: A Flexible Digital Neuron for Efficient Spiking Neural Network SimulationsFull-text access may be available. Sign in or learn about subscription options.pp. 275-288
by Dayeol Lee, Gwangmu Lee, Dongup Kwon, Sunghwa Lee, Youngsok Kim, Jangwoo Kim
Space-Time Algebra: A Model for Neocortical ComputationFull-text access may be available. Sign in or learn about subscription options.pp. 289-300
by James Smith
Architecting a Stochastic Computing Unit with Molecular Optical DevicesFull-text access may be available. Sign in or learn about subscription options.pp. 301-314
by Xiangyu Zhang, Ramin Bashizade, Craig LaBoda, Chris Dwyer, Alvin R. Lebeck
Density Tradeoffs of Non-Volatile Memory as a Replacement for SRAM Based Last Level CacheFull-text access may be available. Sign in or learn about subscription options.pp. 315-327
by Kunal Korgaonkar, Ishwar Bhati, Huichu Liu, Jayesh Gaur, Sasikanth Manipatruni, Sreenivas Subramoney, Tanay Karnik, Steven Swanson, Ian Young, Hong Wang
ACCORD: Enabling Associativity for Gigascale DRAM Caches by Coordinating Way-Install and Way-PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 328-339
by Vinson Young, Chiachen Chou, Aamer Jaleel, Moinuddin Qureshi
RANA: Towards Efficient Neural Acceleration with Refresh-Optimized Embedded DRAMFull-text access may be available. Sign in or learn about subscription options.pp. 340-352
by Fengbin Tu, Weiwei Wu, Shouyi Yin, Leibo Liu, Shaojun Wei
Scaling Datacenter Accelerators with Compute-Reuse ArchitecturesFull-text access may be available. Sign in or learn about subscription options.pp. 353-366
by Adi Fuchs, David Wentzlaff
Enabling Scientific Computing on Memristive AcceleratorsFull-text access may be available. Sign in or learn about subscription options.pp. 367-382
by Ben Feinberg, Uday Kumar Reddy Vengalam, Nathan Whitehair, Shibo Wang, Engin Ipek
Neural Cache: Bit-Serial In-Cache Acceleration of Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 383-396
by Charles Eckert, Xiaowei Wang, Jingcheng Wang, Arun Subramaniyan, Ravi Iyer, Dennis Sylvester, David Blaaauw, Reetuparna Das
FLIN: Enabling Fairness and Enhancing Performance in Modern NVMe Solid State DrivesFull-text access may be available. Sign in or learn about subscription options.pp. 397-410
by Arash Tavakkol, Mohammad Sadrosadati, Saugata Ghose, Jeremie Kim, Yixin Luo, Yaohua Wang, Nika Mansouri Ghiasi, Lois Orosa, Juan Gómez-Luna, Onur Mutlu
GraFBoost: Using Accelerated Flash Storage for External Graph AnalyticsFull-text access may be available. Sign in or learn about subscription options.pp. 411-424
by Sang-Woo Jun, Andy Wright, Sizhuo Zhang, Shuotao Xu, Arvind
2B-SSD: The Case for Dual, Byte- and Block-Addressable Solid-State DrivesFull-text access may be available. Sign in or learn about subscription options.pp. 425-438
by Duck-Ho Bae, Insoon Jo, Youra Adel Choi, Joo-Young Hwang, Sangyeun Cho, Dong-Gi Lee, Jaeheon Jeong
Lazy Persistency: A High-Performing and Write-Efficient Software Persistency TechniqueFull-text access may be available. Sign in or learn about subscription options.pp. 439-451
by Mohammad Alshboul, James Tuck, Yan Solihin
DHTM: Durable Hardware Transactional MemoryFull-text access may be available. Sign in or learn about subscription options.pp. 452-465
by Arpit Joshi, Vijay Nagarajan, Marcelo Cintra, Stratis Viglas
Hardware Supported Permission Checks on Persistent Objects for Performance and ProgrammabilityFull-text access may be available. Sign in or learn about subscription options.pp. 466-478
by Tiancong Wang, Sakthikumaran Sambasivam, James Tuck
RoboX: An End-to-End Solution to Accelerate Autonomous Control in RoboticsFull-text access may be available. Sign in or learn about subscription options.pp. 479-490
by Jacob Sacks, Divya Mahajan, Richard C. Lawson, Behnam Khaleghi, Hadi Esmaeilzadeh
DCS-ctrl: A Fast and Flexible Device-Control Mechanism for Device-Centric Server ArchitectureFull-text access may be available. Sign in or learn about subscription options.pp. 491-504
by Dongup Kwon, Jaehyung Ahn, Dongju Chae, Mohammadamin Ajdari, Jaewon Lee, Suheon Bae, Youngsok Kim, Jangwoo Kim
Yukta: Multilayer Resource Controllers to Maximize EfficiencyFull-text access may be available. Sign in or learn about subscription options.pp. 505-518
by Raghavendra Pradyumna Pothukuchi, Sweta Yamini Pothukuchi, Petros Voulgaris, Josep Torrellas
Exploring Predictive Replacement Policies for Instruction Cache and Branch Target BufferFull-text access may be available. Sign in or learn about subscription options.pp. 519-532
by Samira Mirbagher Ajorpaz, Elba Garza, Sangam Jindal, Daniel A. Jiménez
EVA²: Exploiting Temporal Redundancy in Live Computer VisionFull-text access may be available. Sign in or learn about subscription options.pp. 533-546
by Mark Buckler, Philip Bedoukian, Suren Jayasuriya, Adrian Sampson
Euphrates: Algorithm-SoC Co-Design for Low-Power Mobile Continuous VisionFull-text access may be available. Sign in or learn about subscription options.pp. 547-560
by Yuhao Zhu, Anand Samajdar, Matthew Mattina, Paul Whatmough
Guaranteeing Local Differential Privacy on Ultra-Low-Power SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 561-574
by Woo-Seok Choi, Matthew Tomei, Jose Rodrigo Sanchez Vicarte, Pavan Kumar Hanumolu, Rakesh Kumar
Stitch: Fusible Heterogeneous Accelerators Enmeshed with Many-Core Architecture for WearablesFull-text access may be available. Sign in or learn about subscription options.pp. 575-587
by Cheng Tan, Manupa Karunaratne, Tulika Mitra, Li-Shiuan Peh
Nonblocking Memory RefreshFull-text access may be available. Sign in or learn about subscription options.pp. 588-599
by Kate Nguyen, Kehan Lyu, Xianze Meng, Vilas Sridharan, Xun Jian
Practical Memory Safety with RESTFull-text access may be available. Sign in or learn about subscription options.pp. 600-611
by Kanad Sinha, Simha Sethumadhavan
Mitigating Wordline Crosstalk Using Adaptive Trees of CountersFull-text access may be available. Sign in or learn about subscription options.pp. 612-623
by Seyed Mohammad Seyedzadeh, Alex K. Jones, Rami Melhem
Mobilizing the Micro-Ops: Exploiting Context Sensitive Decoding for Security and Energy EfficiencyFull-text access may be available. Sign in or learn about subscription options.pp. 624-637
by Mohammadkazem Taram, Ashish Venkat, Dean Tullsen
Hiding Intermittent Information Leakage with Architectural Support for BlinkingFull-text access may be available. Sign in or learn about subscription options.pp. 638-649
by Alric Althoff, Joseph McMahan, Luis Vega, Scott Davidson, Timothy Sherwood, Michael Taylor, Ryan Kastner
GANAX: A Unified MIMD-SIMD Acceleration for Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 650-661
by Amir Yazdanbakhsh, Hajar Falahati, Philip J. Wolfe, Hadi Esmaeilzadeh, Kambiz Samadi
SnaPEA: Predictive Early Activation for Reducing Computation in Deep Convolutional Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 662-673
by Vahideh Akhlaghi, Amir Yazdanbakhsh, Kambiz Samadi, Rajesh K. Gupta, Hadi Esmaeilzadeh
UCNN: Exploiting Computational Reuse in Deep Neural Networks via Weight RepetitionFull-text access may be available. Sign in or learn about subscription options.pp. 674-687
by Kartik Hegde, Jiyong Yu, Rohit Agrawal, Mengjia Yan, Michael Pellauer, Christopher Fletcher
Energy-Efficient Neural Network Accelerator Based on Outlier-Aware Low-Precision ComputationFull-text access may be available. Sign in or learn about subscription options.pp. 688-698
by Eunhyeok Park, Dongyoung Kim, Sungjoo Yoo
Synchronized Progress in Interconnection Networks (SPIN): A New Theory for Deadlock FreedomFull-text access may be available. Sign in or learn about subscription options.pp. 699-711
by Aniruddh Ramrakhyani, Paul V. Gratz, Tushar Krishna
TCEP: Traffic Consolidation for Energy-Proportional High-Radix NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 712-725
by Gwangsun Kim, Hayoung Choi, John Kim
Modular Routing Design for Chiplet-Based SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 726-738
by Jieming Yin, Zhifeng Lin, Onur Kayiran, Matthew Poremba, Muhammad Shoaib Bin Altaf, Natalie Enright Jerger, Gabriel H. Loh
FastTrack: Leveraging Heterogeneous FPGA Wires to Design Low-Cost High-Performance Soft NoCsFull-text access may be available. Sign in or learn about subscription options.pp. 739-751
by Nachiket Kapre, Tushar Krishna
Prediction Based Execution on Deep Neural NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 752-763
by Mingcong Song, Jiechen Zhao, Yang Hu, Jiaqi Zhang, Tao Li
Bit Fusion: Bit-Level Dynamically Composable Architecture for Accelerating Deep Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 764-775
by Hardik Sharma, Jongse Park, Naveen Suda, Liangzhen Lai, Benson Chau, Joon Kyung Kim, Vikas Chandra, Hadi Esmaeilzadeh
Gist: Efficient Data Encoding for Deep Neural Network TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 776-789
by Animesh Jain, Amar Phanishayee, Jason Mars, Lingjia Tang, Gennady Pekhimenko
The Dark Side of DNN PruningFull-text access may be available. Sign in or learn about subscription options.pp. 790-801
by Reza Yazdani, Marc Riera, Jose-Maria Arnau, Antonio González
HetCore: TFET-CMOS Hetero-Device Architecture for CPUs and GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 802-815
by Bhargava Gopireddy, Dimitrios Skarlatos, Wenjuan Zhu, Josep Torrellas
RegMutex: Inter-Warp GPU Register Time-SharingFull-text access may be available. Sign in or learn about subscription options.pp. 816-828
by Farzad Khorasani, Hodjat Asghari Esfeden, Amin Farmahini-Farahani, Nuwan Jayasena, Vivek Sarkar
The Locality Descriptor: A Holistic Cross-Layer Abstraction to Express Data Locality In GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 829-842
by Nandita Vijaykumar, Eiman Ebrahimi, Kevin Hsieh, Phillip B. Gibbons, Onur Mutlu
Generic System Calls for GPUsFull-text access may be available. Sign in or learn about subscription options.pp. 843-856
by Ján Veselý, Arkaprava Basu, Abhishek Bhattacharjee, Gabriel H. Loh, Mark Oskin, Steven K. Reinhardt
Author IndexFreely available from IEEE.pp. 857-860
[Publisher's information]Freely available from IEEE.pp. 862-862
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