---
title: "ISCA 2016 — all accepted papers with summaries and citations"
description: "All 64 papers of ISCA 2016, the most cited first; those with our summary link to it. Among them: EIE: Efficient Inference Engine on…"
canonical: "https://research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [ISCA](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/) / [2016](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/) / papers

# ISCA 2016: all accepted papers

64 papers · the most cited first · [← ISCA 2016](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/)

1. **[EIE: Efficient Inference Engine on Compressed Deep Neural Network](https://md.research.elamur.ai/free/en/papers/han-2016-eie-efficient-inference-engine-compressed/)**Song Han, Xingyu Liu, Huizi Mao et al.*1,048 citations · our summary*
2. **[ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars ↗](https://doi.org/10.1109/isca.2016.12)**Ali Reza Shafiee, Anirban Nag, Naveen Muralimanohar et al.*742 citations*
3. **[PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory ↗](https://doi.org/10.1109/isca.2016.13)**Ping Chi, Shuangchen Li, Cong Xu et al.*573 citations*
4. **[Eyeriss: A Spatial Architecture for Energy-Efficient Dataflow for Convolutional Neural Networks ↗](https://doi.org/10.1109/isca.2016.40)**Yu‐Hsin Chen, Joel Emer, Vivienne Sze*534 citations*
5. **[Minerva: Enabling Low-Power, Highly-Accurate Deep Neural Network Accelerators ↗](https://doi.org/10.1109/isca.2016.32)**Brandon Reagen, Paul N. Whatmough, Robert Adolf et al.*246 citations*
6. **[Cnvlutin: Ineffectual-Neuron-Free Deep Neural Network Computing ↗](https://doi.org/10.1109/isca.2016.11)**Jorge Albericio, Patrick Judd, Tayler Hetherington et al.*226 citations*
7. **[Neurocube: A Programmable Digital Neuromorphic Architecture with High-Density 3D Memory ↗](https://doi.org/10.1109/isca.2016.41)**Duck-Hwan Kim, Jaeha Kung, Sek Meng Chai et al.*171 citations*
8. **[Cambricon: An Instruction Set Architecture for Neural Networks ↗](https://doi.org/10.1109/isca.2016.42)**Shaoli Liu, Zidong Du, Jinhua Tao et al.*121 citations*
9. **[Energy Efficient Architecture for Graph Analytics Accelerators ↗](https://doi.org/10.1109/isca.2016.24)**Muhammet Mustafa Özdal, Şerif Yeşil, Taemin Kim et al.*111 citations*
10. **[Back to the Future: Leveraging Belady's Algorithm for Improved Cache Replacement ↗](https://doi.org/10.1109/isca.2016.17)**Akanksha Jain, Calvin Lin*106 citations*
11. **[Biscuit: A Framework for Near-Data Processing of Big Data Workloads ↗](https://doi.org/10.1109/isca.2016.23)**Boncheol Gu, Andre Sungho Yoon, Duck‐Ho Bae et al.*103 citations*
12. **[Bit-Plane Compression: Transforming Data for Better Compression in Many-Core Architectures ↗](https://doi.org/10.1109/isca.2016.37)**Jungrae Kim, Michael B. Sullivan, Esha Choukse et al.*77 citations*
13. **[Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems ↗](https://doi.org/10.1109/isca.2016.27)**Kevin Hsieh, Eiman Ebrahim, Gwangsun Kim et al.*77 citations*
14. **[Accelerating Dependent Cache Misses with an Enhanced Memory Controller ↗](https://doi.org/10.1109/isca.2016.46)**Milad Hashemi, Khubaib Khubaib, Eiman Ebrahimi et al.*70 citations*
15. **[ASIC Clouds: Specializing the Datacenter ↗](https://doi.org/10.1109/isca.2016.25)**Ikuo Magaki, Moein Khazraee, Luis Vega et al.*69 citations*
16. **[Automatic Generation of Efficient Accelerators for Reconfigurable Hardware ↗](https://doi.org/10.1109/isca.2016.20)**David Koeplinger, Raghu Prabhakar, Yaqi Zhang et al.*69 citations*
17. **[RedEye: Analog ConvNet Image Sensor Architecture for Continuous Mobile Vision ↗](https://doi.org/10.1109/isca.2016.31)**Robert LiKamWa, Yunhui Hou, Yuan Gao et al.*61 citations*
18. **[Dynamo: Facebook's Data Center-Wide Power Management System ↗](https://doi.org/10.1109/isca.2016.48)**Qiang Wu, Qingyuan Deng, Lakshmi Ganesh et al.*60 citations*
19. **[Warped-Slicer: Efficient Intra-SM Slicing through Dynamic Resource Partitioning for GPU Multiprogramming ↗](https://doi.org/10.1109/isca.2016.29)**Qiumin Xu, Hyeran Jeon, Keun‐Soo Kim et al.*54 citations*
20. **[Agile Paging: Exceeding the Best of Nested and Shadow Paging ↗](https://doi.org/10.1109/isca.2016.67)**Jayneel Gandhi, Mark D. Hill, Michael M. Swift*43 citations*
21. **[Using Multiple Input, Multiple Output Formal Control to Maximize Resource Efficiency in Architectures ↗](https://doi.org/10.1109/isca.2016.63)**Raghavendra Pradyumna Pothukuchi, Amin Ansari, Petros G. Voulgaris et al.*41 citations*
22. **[Treadmill: Attributing the Source of Tail Latency through Precise Load Testing and Statistical Inference ↗](https://doi.org/10.1109/isca.2016.47)**Yunqi Zhang, David Meisner, Jason Mars et al.*40 citations*
23. **[ARM Virtualization: Performance and Architectural Implications ↗](https://doi.org/10.1109/isca.2016.35)**Christoffer Dall, Shih-Wei Li, Jin T. E. Lim et al.*36 citations*
24. **[Exploiting Dynamic Timing Slack for Energy Efficiency in Ultra-Low-Power Embedded Systems ↗](https://doi.org/10.1109/isca.2016.64)**Hari Cherupalli, Rakesh Kumar, John Sartori*36 citations*
25. **[Virtual Thread: Maximizing Thread-Level Parallelism beyond GPU Scheduling Limit ↗](https://doi.org/10.1109/isca.2016.59)**Myung Kuk Yoon, Keun‐Soo Kim, Sangpil Lee et al.*36 citations*
26. **[Mellow Writes: Extending Lifetime in Resistive Memories through Selective Slow Write Backs ↗](https://doi.org/10.1109/isca.2016.52)**Lunkai Zhang, Brian Neely, Diana M. Franklin et al.*34 citations*
27. **[Towards Statistical Guarantees in Controlling Quality Tradeoffs for Approximate Acceleration ↗](https://doi.org/10.1109/isca.2016.16)**Divya Mahajan, Amir Yazdanbakhsh, Jongse Park et al.*33 citations*
28. **[XED: Exposing On-Die Error Detection Information for Strong Memory Reliability ↗](https://doi.org/10.1109/isca.2016.38)**Prashant J. Nair, Vilas Sridharan, Moinuddin K. Qureshi*33 citations*
29. **[LaPerm: Locality Aware Scheduler for Dynamic Parallelism on GPUs ↗](https://doi.org/10.1109/isca.2016.57)**Jin Wang, Norman Rubin, Albert Sidelnik et al.*32 citations*
30. **[MITTS: Memory Inter-arrival Time Traffic Shaping ↗](https://doi.org/10.1109/isca.2016.53)**Yanqi Zhou, David Wentzlaff*30 citations*
31. **[Morpheus: Creating Application Objects Efficiently for Heterogeneous Computing ↗](https://doi.org/10.1109/isca.2016.15)**Hung‐Wei Tseng, Qianchen Zhao, Yuxiao Zhou et al.*29 citations*
32. **[Peak Efficiency Aware Scheduling for Highly Energy Proportional Servers ↗](https://doi.org/10.1109/isca.2016.49)**Daniel Wong*28 citations*
33. **[Base-Victim Compression: An Opportunistic Cache Compression Architecture ↗](https://doi.org/10.1109/isca.2016.36)**Jayesh Gaur, Alaa R. Alameldeen, Sreenivas Subramoney*27 citations*
34. **[Boosting Access Parallelism to PCM-Based Main Memory ↗](https://doi.org/10.1109/isca.2016.66)**Mohammad Arjomand, Mahmut Kandemir, Anand Sivasubramaniam et al.*23 citations*
35. **[Power Attack Defense: Securing Battery-Backed Data Centers ↗](https://doi.org/10.1109/isca.2016.50)**Chao Li, Zhenhua Wang, Xiaofeng Hou et al.*23 citations*
36. **[Evaluation of an Analog Accelerator for Linear Algebra ↗](https://doi.org/10.1109/isca.2016.56)**Yipeng Huang, Ning Guo, Mingoo Seok et al.*21 citations*
37. **[Energy Efficient Data Encoding in DRAM Channels Exploiting Data Value Similarity ↗](https://doi.org/10.1109/isca.2016.68)**Hoseok Seol, Wongyu Shin, Jaemin Jang et al.*20 citations*
38. **[Asymmetry-Aware Work-Stealing Runtimes ↗](https://doi.org/10.1109/isca.2016.14)**Christopher Torng, Moyang Wang, Christopher Batten*17 citations*
39. **[The Anytime Automaton ↗](https://doi.org/10.1109/isca.2016.54)**Joshua San Miguel, Natalie Enright Jerger*17 citations*
40. **[CASH: Supporting IaaS Customers with a Sub-core Configurable Architecture ↗](https://doi.org/10.1109/isca.2016.65)**Yanqi Zhou, Henry Hoffmann, David Wentzlaff*15 citations*
41. **[Rescuing Uncorrectable Fault Patterns in On-Chip Memories through Error Pattern Transformation ↗](https://doi.org/10.1109/isca.2016.61)**Henry Duwe, Xun Jian, Daniel Petrisko et al.*15 citations*
42. **[ActivePointers: A Case for Software Address Translation on GPUs ↗](https://doi.org/10.1109/isca.2016.58)**Sagi Shahar, Shai Aviram Bergman, Mark Silberstein*14 citations*
43. **[APRES: Improving Cache Efficiency by Exploiting Load Characteristics on GPUs ↗](https://doi.org/10.1109/isca.2016.26)**Yunho Oh, Keun‐Soo Kim, Kuk Yoon Myung et al.*13 citations*
44. **[All-Inclusive ECC: Thorough End-to-End Protection for Reliable Computer Memory ↗](https://doi.org/10.1109/isca.2016.60)**Jung Rae Kim, Michael Sullivan, Sangkug Lym et al.*13 citations*
45. **[Accelerating Markov Random Field Inference Using Molecular Optical Gibbs Sampling Units ↗](https://doi.org/10.1109/isca.2016.55)**Siyang Wang, Xiangyu Zhang, Yuxuan Li et al.*12 citations*
46. **[Efficiently Scaling Out-of-Order Cores for Simultaneous Multithreading ↗](https://doi.org/10.1109/isca.2016.45)**Faissal M. Sleiman, Thomas F. Wenisch*12 citations*
47. **[LAP: Loop-Block Aware Inclusion Properties for Energy-Efficient Asymmetric Last Level Caches ↗](https://doi.org/10.1109/isca.2016.19)**Hsiang-Yun Cheng, Jishen Zhao, Jack Sampson et al.*12 citations*
48. **[Efficient Synonym Filtering and Scalable Delayed Translation for Hybrid Virtual Caching ↗](https://doi.org/10.1109/isca.2016.18)**Chang Hyun Park, Taekyung Heo, Jaehyuk Huh*10 citations*
49. **[Future Vector Microprocessor Extensions for Data Aggregations ↗](https://doi.org/10.1109/isca.2016.44)**Timothy Hayes, Oscar Palomar, Osman Ünsal et al.*10 citations*
50. **[Opportunistic Competition Overhead Reduction for Expediting Critical Section in NoC Based CMPs ↗](https://doi.org/10.1109/isca.2016.33)**Yuan Yao, Zhonghai Lu*10 citations*
51. **[RelaxFault Memory Repair ↗](https://doi.org/10.1109/isca.2016.62)**Dong Wan Kim, Mattan Erez*10 citations*
52. **[Strober: Fast and Accurate Sample-Based Energy Simulation for Arbitrary RTL ↗](https://doi.org/10.1109/isca.2016.21)**Donggyu Kim, Adam M. Izraelevitz, Christopher Celio et al.*10 citations*
53. **[Efficient synonym filtering and scalable delayed translation for hybrid virtual caching ↗](https://doi.org/10.1109/isca.2016.28)**Chang Hyun Park, Taekyung Heo, Jaehyuk Huh*8 citations*
54. **[DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric ↗](https://doi.org/10.1109/isca.2016.51)**Mingyu Gao, Christina Delimitrou, Dimin Niu et al.*6 citations*
55. **[Short-Circuit Dispatch: Accelerating Virtual Machine Interpreters on Embedded Processors ↗](https://doi.org/10.1109/isca.2016.34)**Channoh Kim, Sung-Min Kim, Hyeon Gyu Cho et al.*3 citations*
56. **[Decoupling Loads for Nano-Instruction Set Computers ↗](https://doi.org/10.1109/isca.2016.43)**Ziqiang Huang, Andrew D. Hilton, Benjamin C. Lee*2 citations*
57. **[PowerChop: Identifying and Managing Non-critical Units in Hybrid Processor Architectures ↗](https://doi.org/10.1109/isca.2016.22)**Michael A. Laurenzano, Yunqi Zhang, Chen Jiang et al.*1 citation*
58. **[Production-Run Software Failure Diagnosis via Adaptive Communication Tracking ↗](https://doi.org/10.1109/isca.2016.39)**Mohammad Mejbah ul Alam, Abdullah Muzahid*1 citation*
59. **[Cover Art ↗](https://doi.org/10.1109/isca.2016.71)**
60. **[External Reviewers ↗](https://doi.org/10.1109/isca.2016.9)**
61. **[Message from the General Chairs ↗](https://doi.org/10.1109/isca.2016.5)**
62. **[Message from the Program Chair ↗](https://doi.org/10.1109/isca.2016.6)**
63. **[Publisher's Information ↗](https://doi.org/10.1109/isca.2016.70)**
64. **[Sponsors ↗](https://doi.org/10.1109/isca.2016.10)**
- [← back to](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/) — ISCA 2016