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readings [2022/01/10 04:34] – [Lecture 15c (18.11 Thu.)] mnikareadings [2022/01/14 13:38] (current) – [Lecture 15a (18.11 Thu.)] mnika
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    * {{https://people.inf.ethz.ch/omutlu/pub/Pythia-customizable-hardware-prefetcher-using-reinforcement-learning_micro21.pdf|Rahul Bera, Konstantinos Kanellopoulos, Anant V. Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu, "Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning," MICRO'21}}    * {{https://people.inf.ethz.ch/omutlu/pub/Pythia-customizable-hardware-prefetcher-using-reinforcement-learning_micro21.pdf|Rahul Bera, Konstantinos Kanellopoulos, Anant V. Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu, "Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning," MICRO'21}}
 +
 +=== Suggested (Lecture 15c): ===
 +
 +   * {{https://cesg.tamu.edu/wp-content/uploads/2012/01/main.pdf|Jinchun Kim, Seth H. Pugsley, Paul V. Gratz, A. L. Narasimha Reddy, Chris Wilkerson and Zeshan Chishti, "Path Confidence based Lookahead Prefetching," MICRO'16}}
 +   * {{https://people.inf.ethz.ch/omutlu/pub/DSPatch_prefetcher_micro19.pdf|Rahul Bera, Anant V. Nori, Onur Mutlu, and Sreenivas Subramoney,"DSPatch: Dual Spatial Pattern Prefetcher," in MICRO'19}}
 +   * {{bingo_hpca19.pdf|Mohammad Bakhshalipour, Mehran Shakerinava, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad, "Bingo Spatial Data Prefetcher," in HPCA'19}}
 +   * {{mlop-isca19.pdf|Mehran Shakerinava, Mohammad Bakhshalipour, Pejman Lotfi-Kamran, Hamid Sarbazi-Azad, "Multi-Lookahead Offset Prefetching," in ISCA'19}}
 +   * {{ppf-isca19.pdf|Eshan Bhatia, Gino Chacon, Seth Pugsley, Elvira Teran, Paul V. Gratz, Daniel A. Jiménez"Perceptron-Based Prefetch Filtering" in ISCA'19}}
 ===== Lecture 15b (18.11 Thu.) ===== ===== Lecture 15b (18.11 Thu.) =====
 === Described in detail during Lecture 15b: === === Described in detail during Lecture 15b: ===
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    * {{https://people.inf.ethz.ch/omutlu/pub/Google-neural-networks-for-edge-devices-Mensa-Framework_pact21.pdf|Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, and Onur Mutlu,"Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks," PACT'21}}    * {{https://people.inf.ethz.ch/omutlu/pub/Google-neural-networks-for-edge-devices-Mensa-Framework_pact21.pdf|Amirali Boroumand, Saugata Ghose, Berkin Akin, Ravi Narayanaswami, Geraldo F. Oliveira, Xiaoyu Ma, Eric Shiu, and Onur Mutlu,"Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks," PACT'21}}
  
 +=== Suggested (Lecture 15c): ===
 +   * {{https://www.rle.mit.edu/eems/wp-content/uploads/2019/04/2019_jetcas_eyerissv2.pdf|Y.-H. Chen, T.-J Yang, J. Emer, V. Sze, "Eyeriss v2: A Flexible Accelerator for Emerging Deep Neural Networks on Mobile Devices," JETCAS'19}}
 +   * {{tpu-isca2017.pdf|N. P. Jouppi+, "In-Datacenter Performance Analysis of a Tensor Processing Unit," ISCA'17}}
 +   * {{https://people.inf.ethz.ch/omutlu/pub/Google-consumer-workloads-data-movement-and-PIM_asplos18.pdf|A. Boroumand, S. Ghose, Y. Kim, R. Ausavarungnirun, E. Shiu, R. Thakur, D. Kim, A. Kuusela, A. Knies, P. Ranganathan, and O. Mutlu, "Google Workloads for Consumer Devices: Mitigating Data Movement Bottlenecks," ASPLOS'18}}
 ===== Lecture 15c (18.11 Thu.) ===== ===== Lecture 15c (18.11 Thu.) =====
 === Described in detail during Lecture 15c: === === Described in detail during Lecture 15c: ===
-   + 
-  * {{https://people.inf.ethz.ch/omutlu/pub/CODIC-DRAM-internal-timing-control-substrate_isca21.pdf|Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gomez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, and Onur Mutlu, "CODIC: A Low-cost Substrate for Enabling Custom in-DRAM Functionalities and Optimizations," ISCA’21 }} +   * {{https://people.inf.ethz.ch/omutlu/pub/CODIC-DRAM-internal-timing-control-substrate_isca21.pdf|Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gomez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, and Onur Mutlu, "CODIC: A Low-cost Substrate for Enabling Custom in-DRAM Functionalities and Optimizations," ISCA’21 }} 
-  * {{https://arxiv.org/pdf/2106.05632.pdf|Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gomez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, and Onur Mutlu, "CODIC: A Low-cost Substrate for Enabling Custom in-DRAM Functionalities and Optimizations," arXiv’21 }} + 
-  * {{https://people.inf.ethz.ch/omutlu/pub/softMC_hpca17.pdf | Hassan, H., Vijaykumar, N., Khan, S., Ghose, S., Chang, K., Pekhimenko, G., Lee, D., Ergin, O. and Mutlu, O ,  "SoftMC: A flexible and practical open-source infrastructure for enabling experimental DRAM studies," HPCA’17 }}+=== Suggested (Lecture 15c): === 
 +   * {{https://arxiv.org/pdf/2106.05632.pdf|Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gomez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, and Onur Mutlu, "CODIC: A Low-cost Substrate for Enabling Custom in-DRAM Functionalities and Optimizations," arXiv’21 }} 
 +   * {{https://people.inf.ethz.ch/omutlu/pub/softMC_hpca17.pdf | Hassan, H., Vijaykumar, N., Khan, S., Ghose, S., Chang, K., Pekhimenko, G., Lee, D., Ergin, O. and Mutlu, O ,  "SoftMC: A flexible and practical open-source infrastructure for enabling experimental DRAM studies," HPCA’17 }}
 ===== Lecture 16a (19.11 Fri.) ===== ===== Lecture 16a (19.11 Fri.) =====
 === Suggested (Lecture 16a): === === Suggested (Lecture 16a): ===
readings.1641789291.txt.gz · Last modified: 2022/01/10 04:34 by mnika