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readings [2015/09/17 17:38] nandita [Optional Readings Mentioned in Lecture] |
readings [2015/09/28 16:38] nandita [Review Set 2 (due 3 PM)] |
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| ===== Recitation 1 ===== | ===== Recitation 1 ===== | ||
| - | ==== Review Set 1 (due 3 PM)==== | + | ==== Review Set 1==== |
| - Onur Mutlu and Lavanya Subramanian, [[http://users.ece.cmu.edu/~omutlu/pub/memory-systems-research_superfri14.pdf | Research Problems and Opportunities in Memory | - Onur Mutlu and Lavanya Subramanian, [[http://users.ece.cmu.edu/~omutlu/pub/memory-systems-research_superfri14.pdf | Research Problems and Opportunities in Memory | ||
| Systems]], //Invited Article in Supercomputing Frontiers and Innovations | Systems]], //Invited Article in Supercomputing Frontiers and Innovations | ||
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| ===== Recitation 2 ===== | ===== Recitation 2 ===== | ||
| - | ==== Review Set 2 (due 3 PM)==== | + | ==== Review Set 2==== |
| - Ahn et al., [[ http://users.ece.cmu.edu/~omutlu/pub/tesseract-pim-architecture-for-graph-processing_isca15.pdf | A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing]], //ISCA 2015.// **[Review Required]** | - Ahn et al., [[ http://users.ece.cmu.edu/~omutlu/pub/tesseract-pim-architecture-for-graph-processing_isca15.pdf | A Scalable Processing-in-Memory Accelerator for Parallel Graph Processing]], //ISCA 2015.// **[Review Required]** | ||
| - Stephen W. Keckler, William J. Dally, Brucek Khailany, Michael Garland, David Glasco, [[ http://www.cs.nyu.edu/courses/spring12/CSCI-GA.3033-012/ieee-micro-echelon.pdf | GPUs and the Future of Parallel Computing]], IEEE Micro 2011. **[Review Required]** | - Stephen W. Keckler, William J. Dally, Brucek Khailany, Michael Garland, David Glasco, [[ http://www.cs.nyu.edu/courses/spring12/CSCI-GA.3033-012/ieee-micro-echelon.pdf | GPUs and the Future of Parallel Computing]], IEEE Micro 2011. **[Review Required]** | ||
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| ===== Lecture 5 ===== | ===== Lecture 5 ===== | ||
| ==== Optional Readings Mentioned in Lecture ==== | ==== Optional Readings Mentioned in Lecture ==== | ||
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| + | * T. Yeh and Y. Patt [[http://web.cecs.pdx.edu/~herb/ece587s15/Papers/08_yeh_patt_br_predict_1991.pdf | Two-Level Adaptive Training Branch Prediction]], //Intl. Symposium on Microarchitecture, November 1991. MICRO Test of Time Award Winner (after 24 years).// | ||
| + | * Kessler, R. E., [[http://cseweb.ucsd.edu/classes/sp00/cse241/alpha.pdf | The Alpha 21264 Microprocessor]], //IEEE Micro, March/April 1999, pp. 24-36 // | ||
| + | * McFarling, S., [[http://www.hpl.hp.com/techreports/Compaq-DEC/WRL-TN-36.pdf | Combining Branch Predictors]], //DEC WRL Technical Report, TN-36, June 1993// | ||
| + | * Smith and Sohi, [[ftp://ftp.cs.wisc.edu/sohi/papers/1995/ieee-proc.superscalar.pdf | The Microarchitecture of Superscalar Processors]], //Proceedings of the IEEE, 1995.// | ||
| + | * Evers et al., [[http://www.ece.cmu.edu/~ece740/f10/lib/exe/fetch.php?media=analysisofcorrelationandpredictability.pdf | An Analysis of Correlation and Predictability: What Makes Two-Level Branch Predictors Work]], //ISCA 1998// | ||
| + | * Chang et al., [[http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=717404 | Branch classification: a new mechanism for improving branch predictor performance]], //MICRO 1994// | ||
| + | * Sprangle et al., [[http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=604711 | The Agree Predictor: A Mechanism for Reducing Negative Branch History Interference]], //ISCA 1997.// | ||
| + | * Seznec, [[http://www.irisa.fr/caps/oldcaps/people/seznec/Optim2bcgskew.pdf | An optimized 2bcgskew branch predictor]], //IRISA Tech Report 1993.// | ||
| + | * Michaud, [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.94.63&rep=rep1&type=pdf | Trading conflict and capacity aliasing in conditional branch predictors]], //ISCA 1997// | ||
| + | * Lee et al., [[http://www-inst.eecs.berkeley.edu/~cs152/sp05/handouts/p4-lee.pdf | The bi-mode branch predictor]], //MICRO 1997.// | ||
| + | * Eden and Mudge, [[http://web.eecs.umich.edu/~tnm/papers/yags.pdf | The YAGS branch prediction scheme]], //MICRO 1998.// | ||
| + | * Seznec et al., [[http://www.cs.utah.edu/~rajeev/cs7810/papers/seznec02.pdf | Design tradeoffs for the Alpha EV8 conditional branch predictor]], //ISCA 2002.// | ||
| + | * Chappell et al., [[http://www.ece.cmu.edu/~ece740/f13/lib/exe/fetch.php?media=chappell_ssmt99.pdf | Simultaneous Subordinate Microthreading (SSMT)]], //ISCA 1999.// | ||
| + | * Seznec, [[https://classes.soe.ucsc.edu/cmpe221/Spring06/papers/03trace.pdf | Analysis of the O-Geometric History Length branch predictor]], //ISCA 2005// | ||
| + | * Gochman et al., [[http://www.weblearn.hs-bremen.de/risse/RST/WS04/Centrino/vol7iss2_art03.pdf | The Intel Pentium M Processor: Microarchitecture and Performance]], //Intel Technology Journal, May 2003// | ||
| + | * Jimenez and Lin, [[https://www.cs.utexas.edu/~lin/papers/hpca01.pdf | Dynamic Branch Prediction with Perceptrons]], //HPCA 2001// | ||
| + | * Rosenblatt, [[http://catalog.hathitrust.org/Record/000203591 | Principles of Neurodynamics: Perceptrons and the Theory of Brain Mechanisms]], //1962// | ||
| + | * Seznec and Michaud, [[http://www.jilp.org/vol8/v8paper1.pdf | A case for (partially) tagged Geometric History Length Branch Prediction]], //JILP 2006.// | ||
| + | * Andre Seznec, [[http://www.jilp.org/cbp2014/paper/AndreSeznec.pdf | TAGE-SC-L branch predictors]], //CBP 2014// | ||
| + | * Chappell et al., [[http://hps.ece.utexas.edu/pub/ssmt_isca_29.pdf | Difficult-Path Branch Prediction Using Subordinate Microthreads]], //ISCA 2002.// | ||
| + | * Jacobsen et al., [[http://people.engr.ncsu.edu/ericro/publications/conference_MICRO-29_jrs.pdf | Assigning Confidence to Conditional Branch Predictions]], //MICRO 1996.// | ||
| + | * Manne et al., [[http://www.cs.utah.edu/~rajeev/cs7810/papers/manne98.pdf | Pipeline Gating: Speculation Control for Energy Reduction]], //ISCA 1998// | ||
| + | * Pettis and Hansen, [[http://perso.ensta-paristech.fr/~bmonsuez/Cours/B6-4/Articles/papers15.pdf | Profile Guided Code Positioning]], //PLDI 1990.// | ||
| + | * Hwu et al., [[http://impact.crhc.illinois.edu/shared/papers/hwu_jsuper93.pdf | The Superblock: An effective technique for VLIW and superscalar compilation,” Journal of Supercomputing]], //1993.// | ||
| + | * Rotenberg et al., [[http://people.engr.ncsu.edu/ericro/publications/conference_MICRO-29_rbs.pdf | Trace Cache: a Low Latency Approach to High Bandwidth Instruction Fetching]], //MICRO 1996.// | ||
| + | * Patel et al., [[https://www.eecs.umich.edu/techreports/cse/97/CSE-TR-335-97.pdf | Critical Issues Regarding the Trace Cache Fetch Mechanism]], //Umich TR, 1997.// | ||
| + | * A. Peleg, U. Weiser, [[http://patft1.uspto.gov/netacgi/nph-Parser?Sect1=PTO1&Sect2=HITOFF&d=PALL&p=1&u=%2Fnetahtml%2FPTO%2Fsrchnum.htm&r=1&f=G&l=50&s1=5381533.PN.&OS=PN/5381533&RS=PN/5381533 | Dynamic Flow Instruction Cache Memory Organized Around Trace Segments Independent of Virtual Address Line]], //United States Patent No. 5,381,533, Jan 10, 1995.// | ||
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| + | ===== Recitation 4 ===== | ||
| + | |||
| + | ==== Review Set 4 ==== | ||
| + | * Eiman Ebrahimi et. al., [[ https://users.ece.cmu.edu/~omutlu/pub/fst_asplos10.pdf | Fairness via Source Throttling: A Configurable and High-Performance Fairness Substrate for Multi-Core Memory Systems]], // ASPLOS 2010// **[Review Required]** | ||
| + | * Rachata Ausavarungnirun et. al., [[http://users.ece.cmu.edu/~omutlu/pub/MeDiC-for-GPGPUs_pact15.pdf | Exploiting Inter-Warp Heterogeneity to Improve GPGPU Performance]], //PACT 2015// **[Review Required]** | ||
| + | * Donghyuk Lee et. al., [[https://users.ece.cmu.edu/~omutlu/pub/tldram_hpca13.pdf | Tiered-Latency DRAM: A Low Latency and Low Cost DRAM Architecture]], //HPCA 2013// **[Review Required]** | ||
| + | * Justin Meza et. al., [[ http://users.ece.cmu.edu/~omutlu/pub/flash-memory-failures-in-the-field-at-facebook_sigmetrics15.pdf | A Large-Scale Study of Flash Memory Errors in the Field]], //SIGMETRICS 2015// **[Optional]** | ||
| + | |||
| + | ==== Optional Readings Mentioned in the Lecture ==== | ||
| + | * Kevin Chang et. al., [[ http://www.pdl.cmu.edu/ftp/associated/sbacpad2012_hat.pdf | HAT: Heterogeneous Adaptive Throttling for On-Chip Networks]], //SBAC-PAD 2012// | ||
| + | * Wilson W. L. Fung et. al., [[ https://www.ece.ubc.ca/~aamodt/papers/wwlfung.micro2007.pdf | Dynamic Warp Formation and Scheduling for Efficient GPU Control Flow]], //MICRO 2007// | ||
| + | * Donghyuk Lee et. al., [[https://users.ece.cmu.edu/~omutlu/pub/adaptive-latency-dram_hpca15.pdf | Adaptive-Latency DRAM: Optimizing DRAM Timing for the Common-Case]], //HPCA 2015// | ||
| + | * Justin Meza et. al., [[ https://users.ece.cmu.edu/~omutlu/pub/memory-errors-at-facebook_dsn15.pdf | Revisiting Memory Errors in Large-Scale Production Data Centers: Analysis and Modeling of New Trends from the Field]], //DSN 2015// | ||
| + | * Junwhan Ahn et al., [[ http://users.ece.cmu.edu/~omutlu/pub/tesseract-pim-architecture-for-graph-processing_isca15.pdf | A Scalable Processing-in-Memory Accelerator for | ||
| + | Parallel Graph Processing]], //ISCA 2015.// | ||
| + | * Vivek Seshadri et al., [[http://users.ece.cmu.edu/~omutlu/pub/in-DRAM-bulk-AND-OR-ieee_cal15.pdf | Fast Bulk Bitwise AND and OR in DRAM]], //IEEE Computer Architecture Letters (CAL), April 2015.// | ||
| + | * Seshadri et al., [[http://users.ece.cmu.edu/~omutlu/pub/in-DRAM-bulk-AND-OR-ieee_cal15.pdf | RowClone: Fast and Energy-Efficient In-DRAM Bulk Data Copy and Initialization ]], //MICRO 2013// | ||
| + | * Junwhan Ahn et. al., [[ https://users.ece.cmu.edu/~omutlu/pub/pim-enabled-instructons-for-low-overhead-pim_isca15.pdf | PIM-Enabled Instructions: A Low-Overhead, Locality-Aware Processing-in-Memory Architecture]], //ISCA 2015.// | ||
| + | * Liu et. al., [[http://www.pdl.cmu.edu/PDL-FTP/NVM/dram-retention_isca13.pdf | An Experimental Study of Data Retention Behavior in Modern DRAM Devices: Implications for Retention Time Profiling Mechanisms]], //ISCA 2013.// | ||
| + | * Khan et. al., [[https://users.ece.cmu.edu/~omutlu/pub/error-mitigation-for-intermittent-dram-failures_sigmetrics14.pdf | The Efficacy of Error Mitigation Techniques for DRAM Retention Failures: A Comparative Experimental Study]], //SIGMETRICS 2014.// | ||
| + | * Luo et. al., [[http://users.ece.cmu.edu/~omutlu/pub/heterogeneous-reliability-memory-for-data-centers_dsn14.pdf | Characterizing Application Memory Error Vulnerability to Optimize Data Center Cost]], //DSN 2014// | ||
| + | * Kim et al., [[ http://users.ece.cmu.edu/~omutlu/pub/dram-row-hammer_isca14.pdf| Flipping Bits in Memory Without Accessing Them: An Experimental Study of DRAM Disturbance Errors]], ISCA 2014. | ||
| + | * Cai et. al. [[http://www.istc-cc.cmu.edu/publications/papers/2013/flash-programming-interference_iccd13.pdf | Program Interference in MLC NAND Flash Memory: Characterization, Modeling, and Mitigation]]. //ICCD 2013// | ||
| + | * Cai et. al., [[https://users.ece.cmu.edu/~omutlu/pub/flash-error-analysis-and-management_itj13.pdf | Error Analysis and Retention-Aware Error Management for NAND Flash Memory]], //Intel Technology Journal 2013// | ||
| + | * Cai et. al., [[https://users.ece.cmu.edu/~omutlu/pub/neighbor-assisted-error-correction-in-flash_sigmetrics14.pdf | Neighbor-Cell Assisted Error Correction for MLC NAND Flash Memories]], //SIGMETRICS 2014// | ||
| + | * Lee et. al., [[https://users.ece.cmu.edu/~omutlu/pub/adaptive-latency-dram_hpca15.pdf | Adaptive-Latency DRAM: Optimizing DRAM Timing for the Common-Case]], //HPCA 2015// | ||
| + | * Qureshi et al. [[ https://users.ece.cmu.edu/~omutlu/pub/avatar-dram-refresh_dsn15.pdf | AVATAR: A Variable-Retention-Time (VRT) Aware Refresh for DRAM Systems]], //DSN 2015// | ||
| + | * Lee et al., [[ http://users.ece.cmu.edu/~omutlu/pub/pcm_isca09.pdf | Architecting Phase Change Memory as a Scalable DRAM Alternative]], //ISCA 2009// | ||
| + | * Yoon, Meza et al., [[https://users.ece.cmu.edu/~omutlu/pub/rowbuffer-aware-caching_iccd12.pdf | Row Buffer Locality Aware Caching Policies for Hybrid Memories]], //ICCD 2012// | ||
| + | * Meza et. al., [[https://www.ece.cmu.edu/~safari/pubs/timber_cal12.pdf | Enabling Efficient and Scalable Hybrid Memories]], //IEEE Comp. Arch. Letters, 2012// | ||
| + | |||
| + | ==== Papers Mentioned in the Lecture (Not in Slides) ==== | ||
| + | * Yoon et. al., [[http://users.ece.utexas.edu/~merez/vecc_asplos_2010.pdf | Virtualized and Flexible ECC for Main Memory]], //ASPLOS 2010// | ||
| + | * Cai et al., [[https://users.ece.cmu.edu/~omutlu/pub/flash-memory-data-retention_hpca15.pdf | Data Retention in MLC NAND Flash Memory: Characterization, Optimization and Recovery]], //HPCA 2015// | ||
| + | * Raoux et. al., [[ http://researcher.watson.ibm.com/researcher/files/us-gwburr/PCM_IBMJRD.pdf | Phase-change random access memory: A scalable technology]], //IBM JRD 2008// | ||
| + | * Qureshi et. al., [[http://www.cs.ucsb.edu/~chong/290N-W10/pcm.pdf | Scalable High Performance Main Memory System Using Phase-Change Memory Technology]], //ISCA 2009// | ||
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