Publications by ETH Systems Group

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    Conference paper
    Hantian Zhang, Jerry Li 0001, Kaan Kara, Dan Alistarh, Ji Liu, Ce Zhang.
    ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning.
    Proceedings of the 34th International Conference on Machine Learning, ICML 2017, Sydney, NSW, Australia, 6-11 August 2017 2017 (0) 2017
    Conference paper
    Zhiyu Liu, Irina Calciu, Maurice Herlihy, Onur Mutlu.
    Concurrent Data Structures for Near-Memory Computing.
    Proceedings of the 29th ACM Symposium on Parallelism in Algorithms and Architectures, SPAA 2017, Washington DC, USA, July 24-26, 2017 2017 (0) 2017
    Conference paper
    Debopam Bhattacherjee, Muhammad Tirmazi, Ankit Singla.
    A Cloud-based Content Gathering Network.
    9th USENIX Workshop on Hot Topics in Cloud Computing, HotCloud 2017, Santa Clara, CA, USA, July 10-11, 2017. 2017 (0) 2017
    Journal article
    Vivek Seshadri, Onur Mutlu.
    Chapter Four - Simple Operations in Memory to Reduce Data Movement.
    Advances in Computers 2017, Volume 105 (0) 2017
    Conference paper
    Kaan Kara, Dan Alistarh, Gustavo Alonso, Onur Mutlu, Ce Zhang.
    FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off.
    25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2017, Napa, CA, USA, April 30 - May 2, 2017 2017 (0) 2017
    Conference paper
    Muhsen Owaida, David Sidler, Kaan Kara, Gustavo Alonso.
    Centaur: A Framework for Hybrid CPU-FPGA Databases.
    25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2017, Napa, CA, USA, April 30 - May 2, 2017 2017 (0) 2017
    Journal article
    Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Nastaran Hajinazar, Kevin Hsieh, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu.
    LazyPIM: Efficient Support for Cache Coherence in Processing-in-Memory Architectures.
    CoRR 2017, Volume 0 (0) 2017
    Journal article
    Yixin Luo, Saugata Ghose, Tianshi Li, Sriram Govindan, Bikash Sharma, Bryan Kelly, Amirali Boroumand, Onur Mutlu.
    Using ECC DRAM to Adaptively Increase Memory Capacity.
    CoRR 2017, Volume 0 (0) 2017
    Journal article
    Yu Cai, Saugata Ghose, Erich F. Haratsch, Yixin Luo, Onur Mutlu.
    Error Characterization, Mitigation, and Recovery in Flash Memory Based Solid-State Drives.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Amirali Boroumand, Saugata Ghose, Minesh Patel, Hasan Hassan, Brandon Lucia, Kevin Hsieh, Krishna T. Malladi, Hongzhong Zheng, Onur Mutlu.
    LazyPIM: An Efficient Cache Coherence Mechanism for Processing-in-Memory.
    Computer Architecture Letters 2017, Volume 16 (0) 2017
    Conference paper
    Donghyuk Lee, Samira Manabi Khan, Lavanya Subramanian, Saugata Ghose, Rachata Ausavarungnirun, Gennady Pekhimenko, Vivek Seshadri, Onur Mutlu.
    Design-Induced Latency Variation in Modern DRAM Chips: Characterization, Analysis, and Latency Reduction Mechanisms.
    Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05 - 09, 2017 2017 (0) 2017
    Conference paper
    Kevin K. Chang, Abdullah Giray Yaglikçi, Saugata Ghose, Aditya Agrawal, Niladrish Chatterjee, Abhijith Kashyap, Donghyuk Lee, Mike O'Connor, Hasan Hassan, Onur Mutlu.
    Understanding Reduced-Voltage Operation in Modern DRAM Devices: Experimental Characterization, Analysis, and Mechanisms.
    Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, Urbana-Champaign, IL, USA, June 05 - 09, 2017 2017 (0) 2017
    Journal article
    Donghyuk Lee, Samira Manabi Khan, Lavanya Subramanian, Saugata Ghose, Rachata Ausavarungnirun, Gennady Pekhimenko, Vivek Seshadri, Onur Mutlu.
    Design-Induced Latency Variation in Modern DRAM Chips: Characterization, Analysis, and Latency Reduction Mechanisms.
    POMACS 2017, Volume 1 (0) 2017
    Journal article
    Kevin K. Chang, A. Giray Yaalikçi, Saugata Ghose, Aditya Agrawal, Niladrish Chatterjee, Abhijith Kashyap, Donghyuk Lee, Mike O'Connor, Hasan Hassan, Onur Mutlu.
    Understanding Reduced-Voltage Operation in Modern DRAM Devices: Experimental Characterization, Analysis, and Mechanisms.
    POMACS 2017, Volume 1 (0) 2017
    Conference paper
    Minesh Patel, Jeremie Kim, Onur Mutlu.
    The Reach Profiler (REAPER): Enabling the Mitigation of DRAM Retention Failures via Profiling at Aggressive Conditions.
    Proceedings of the 44th Annual International Symposium on Computer Architecture, ISCA 2017, Toronto, ON, Canada, June 24-28, 2017 2017 (0) 2017
    Conference paper
    Ce Zhang, Qiu-Hua Lin, Chao-Ying Zhang, Ying-Guang Hao, Xiao-Feng Gong, Fengyu Cong, Vince D. Calhoun.
    Comparison of Functional Network Connectivity and Granger Causality for Resting State fMRI Data.
    Advances in Neural Networks - ISNN 2017 - 14th International Symposium, ISNN 2017, Sapporo, Hakodate, and Muroran, Hokkaido, Japan, June 21-26, 2017, Proceedings, Part II 2017 (0) 2017
    Conference paper
    Xi-Yue Xiang, Wentao Shi, Saugata Ghose, Lu Peng, Onur Mutlu, Nian-Feng Tzeng.
    Carpool: a bufferless on-chip network supporting adaptive multicast and hotspot alleviation.
    Proceedings of the International Conference on Supercomputing, ICS 2017, Chicago, IL, USA, June 14-16, 2017 2017 (0) 2017
    Conference paper
    Xiangru Lian, Ce Zhang, Huan Zhang, Cho-Jui Hsieh, Wei Zhang, Ji Liu.
    Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Kevin K. Chang, Abdullah Giray Yaglikçi, Saugata Ghose, Aditya Agrawal, Niladrish Chatterjee, Abhijith Kashyap, Donghyuk Lee, Mike O'Connor, Hasan Hassan, Onur Mutlu.
    Understanding Reduced-Voltage Operation in Modern DRAM Chips: Characterization, Analysis, and Mechanisms.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Heng Guo, Kaan Kara, Ce Zhang.
    Layerwise Systematic Scan: Deep Boltzmann Machines and Beyond.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Youyou Lu, Jiwu Shu, Long Sun, Onur Mutlu.
    Improving the Performance and Endurance of Persistent Memory with Loose-Ordering Consistency.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Jie Jiang, Jiawei Jiang, Bin Cui, Ce Zhang.
    TencentBoost: A Gradient Boosting Tree System with Parameter Server.
    33rd IEEE International Conference on Data Engineering, ICDE 2017, San Diego, CA, USA, April 19-22, 2017 2017 (0) 2017
    Conference paper
    Ce Zhang, Wentao Wu 0001, Tian Li.
    An Overreaction to the Broken Machine Learning Abstraction: The ease.ml Vision.
    Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, HILDA@SIGMOD 2017, Chicago, IL, USA, May 14, 2017 2017 (0) 2017
    Conference paper
    Onur Mutlu.
    The RowHammer problem and other issues we may face as memory becomes denser.
    Design, Automation Test in Europe Conference Exhibition, DATE 2017, Lausanne, Switzerland, March 27-31, 2017 2017 (0) 2017
    Conference paper
    Yu Cai, Saugata Ghose, Yixin Luo, Ken Mai, Onur Mutlu, Erich F. Haratsch.
    Vulnerabilities in MLC NAND Flash Memory Programming: Experimental Analysis, Exploits, and Mitigation Techniques.
    2017 IEEE International Symposium on High Performance Computer Architecture, HPCA 2017, Austin, TX, USA, February 4-8, 2017 2017 (0) 2017
    Conference paper
    Hasan Hassan, Nandita Vijaykumar, Samira Manabi Khan, Saugata Ghose, Kevin K. Chang, Gennady Pekhimenko, Donghyuk Lee, Oguz Ergin, Onur Mutlu.
    SoftMC: A Flexible and Practical Open-Source Infrastructure for Enabling Experimental DRAM Studies.
    2017 IEEE International Symposium on High Performance Computer Architecture, HPCA 2017, Austin, TX, USA, February 4-8, 2017 2017 (0) 2017
    Conference paper
    Ce Zhang, Christopher Ré, Michael J. Cafarella, Jaeho Shin 0001, Feiran Wang, Sen Wu 0002.
    DeepDive: declarative knowledge base construction.
    Commun. ACM 2017, Volume 60 (0) 2017
    Conference paper
    David Sidler, Zsolt István, Muhsen Owaida, Kaan Kara, Gustavo Alonso.
    doppioDB: A Hardware Accelerated Database.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Kaan Kara, Jana Giceva, Gustavo Alonso.
    FPGA-based Data Partitioning.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Darko Makreshanski, Jana Giceva, Claude Barthels, Gustavo Alonso.
    BatchDB: Efficient Isolated Execution of Hybrid OLTP+OLAP Workloads for Interactive Applications.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    David Sidler, Zsolt István, Muhsen Owaida, Gustavo Alonso.
    Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Conference paper
    Jiawei Jiang, Bin Cui, Ce Zhang, Lele Yu.
    Heterogeneity-aware Distributed Parameter Servers.
    Proceedings of the 2017 ACM International Conference on Management of Data, SIGMOD Conference 2017, Chicago, IL, USA, May 14-19, 2017 2017 (0) 2017
    Journal article
    Claude Barthels, Gustavo Alonso, Torsten Hoefler.
    Designing Databases for Future High-Performance Networks.
    IEEE Data Eng. Bull. 2017, Volume 40 (0) 2017
    Journal article
    Xiangyao Yu, Christopher J. Hughes, Nadathur Satish, Onur Mutlu, Srinivas Devadas.
    Banshee: Bandwidth-Efficient DRAM Caching Via Software/Hardware Cooperation.
    CoRR 2017, Volume 0 (0) 2017
    Conference paper
    Ce Zhang, Huiping Huang, Bin Liao.
    Direction Finding in MIMO Radar With Unknown Mutual Coupling.
    IEEE Access 2017, Volume 5 (0) 2017
    Conference paper
    Zaheer Chothia, John Liagouris, Desislava Dimitrova, Timothy Roscoe.
    Online Reconstruction of Structural Information from Datacenter Logs.
    Proceedings of the Twelfth European Conference on Computer Systems, EuroSys 2017, Belgrade, Serbia, April 23-26, 2017 2017 (0) 2017
    Journal article
    Lucas Braun, Renato Marroquin, Kai-En Tsay, Donald Kossmann.
    MTBase: Optimizing Cross-Tenant Database Queries.
    CoRR 2017, Volume 0 (0) 2017
    Journal article
    Onur Mutlu.
    The RowHammer Problem and Other Issues We May Face as Memory Becomes Denser.
    CoRR 2017, Volume 0 (0) 2017
    Journal article
    Reto Achermann, Lukas Humbel, David Cock, Timothy Roscoe.
    Formalizing Memory Accesses and Interrupts.
    Proceedings 2nd Workshop on Models for Formal Analysis of Real Systems, MARS@ETAPS 2017, Uppsala, Sweden, 29th April 2017. 2017, Volume 244 (0) 2017
    Conference paper
    Kevin Hsieh, Aaron Harlap, Nandita Vijaykumar, Dimitris Konomis, Gregory R. Ganger, Phillip B. Gibbons, Onur Mutlu.
    Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds.
    14th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2017, Boston, MA, USA, March 27-29, 2017 2017 (0) 2017
    Conference paper
    Ilker Nadi Bozkurt, Anthony Aguirre, Balakrishnan Chandrasekaran 0002, Brighten Godfrey, Gregory Laughlin, Bruce M. Maggs, Ankit Singla.
    Why Is the Internet so Slow?!
    Passive and Active Measurement - 18th International Conference, PAM 2017, Sydney, NSW, Australia, March 30-31, 2017, Proceedings 2017 (0) 2017
    Conference paper
    Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann.
    On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems.
    Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, February 4-9, 2017, San Francisco, California, USA. 2017 (0) 2017
    Conference paper
    Donald Kossmann.
    Confidentiality à la Carte with Cipherbase.
    Datenbanksysteme für Business, Technologie und Web (BTW 2017), 17. Fachtagung des GI-Fachbereichs Datenbanken und Informationssysteme" (DBIS), 6.-10. März 2017, Stuttgart, Germany, Proceedings 2017 (0) 2017
    Journal article
    Kevin Schawinski, Ce Zhang, Hantian Zhang, Lucas Fowler, Gokula Krishnan Santhanam.
    Generative Adversarial Networks recover features in astrophysical images of galaxies beyond the deconvolution limit.
    CoRR 2017, Volume 0 (0) 2017
    Journal article
    Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin 0001, Feiran Wang, Sen Wu 0002, Ce Zhang.
    Incremental knowledge base construction using DeepDive.
    VLDB J. 2017, Volume 26 (0) 2017
    Conference paper
    Zhipeng Zhang, Yingxia Shao, Bin Cui, Ce Zhang.
    An Experimental Evaluation of SimRank-based Similarity Search Algorithms.
    PVLDB 2016, Volume 10 (0) 2017
    Conference paper
    Claude Barthels, Gustavo Alonso, Torsten Hoefler, Timo Schneider, Ingo Müller.
    Distributed Join Algorithms on Thousands of Cores.
    PVLDB 2016, Volume 10 (0) 2017
    Conference paper
    Badrish Chandramouli, Johannes Gehrke, Jonathan Goldstein, Donald Kossmann, Justin J. Levandoski, Renato Marroquin, Wenlei Xie.
    READY: Completeness is in the Eye of the Beholder.
    CIDR 2017, 8th Biennial Conference on Innovative Data Systems Research, Chaminade, CA, USA, January 8-11, 2017, Online Proceedings 2017 (0) 2017
    Conference paper
    Onur Mutlu.
    Keynote: rethinking memory system design.
    2016 International Symposium on Rapid System Prototyping, RSP 2016, Pittsburg, PA, USA, October 6-7, 2016 2016 (0) 2016
    Conference paper
    Zsolt István, David Sidler, Gustavo Alonso, Marko Vukolic.
    Consensus in a Box: Inexpensive Coordination in Hardware.
    13th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2016, Santa Clara, CA, USA, March 16-18, 2016 2016 (0) 2016
    Journal article
    Huapeng Li, Shuqing Zhang, Xiaohui Ding, Ce Zhang, Patricia Dale.
    Performance Evaluation of Cluster Validity Indices (CVIs) on Multi/Hyperspectral Remote Sensing Datasets.
    Remote Sensing 2016, Volume 8 (0) 2016
    Book chapter
    Ce Zhang, Bingnan Wang, Akira Ishimaru, Yasuo Kuga.
    Optimal Array Beamforming for Microwave Power Transmission in Complex Environment.
    Wireless Power Transfer Algorithms, Technologies and Applications in Ad Hoc Communication Networks 2016 (0) 2016
    Conference paper
    Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré.
    Asynchrony begets momentum, with an application to deep learning.
    54th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2016, Monticello, IL, USA, September 27-30, 2016 2016 (0) 2016
    Conference paper
    Heqing Huang, Cong Zheng, Junyuan Zeng, Wu Zhou, Sencun Zhu, Peng Liu 0005, Suresh Chari, Ce Zhang.
    Android malware development on public malware scanning platforms: A large-scale data-driven study.
    2016 IEEE International Conference on Big Data, BigData 2016, Washington DC, USA, December 5-8, 2016 2016 (0) 2016
    Conference paper
    Milad Hashemi, Onur Mutlu, Yale N. Patt.
    Continuous runahead: Transparent hardware acceleration for memory intensive workloads.
    49th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2016, Taipei, Taiwan, October 15-19, 2016 2016 (0) 2016
    Conference paper
    Nandita Vijaykumar, Kevin Hsieh, Gennady Pekhimenko, Samira Manabi Khan, Ashish Shrestha, Saugata Ghose, Adwait Jog, Phillip B. Gibbons, Onur Mutlu.
    Zorua: A holistic approach to resource virtualization in GPUs.
    49th Annual IEEE/ACM International Symposium on Microarchitecture, MICRO 2016, Taipei, Taiwan, October 15-19, 2016 2016 (0) 2016
    Journal article
    Hantian Zhang, Kaan Kara, Jerry Li 0001, Dan Alistarh, Ji Liu 0002, Ce Zhang.
    ZipML: An End-to-end Bitwise Framework for Dense Generalized Linear Models.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Besmira Nushi, Ece Kamar, Eric Horvitz, Donald Kossmann.
    On Human Intellect and Machine Failures: Troubleshooting Integrative Machine Learning Systems.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Arijit Khan, Gustavo Segovia, Donald Kossmann.
    Let's Do Smart Routing: For Distributed Graph Querying with Decoupled Storage.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Vivek Seshadri, Donghyuk Lee, Thomas Mullins, Hasan Hassan, Amirali Boroumand, Jeremie Kim, Michael A. Kozuch, Onur Mutlu, Phillip B. Gibbons, Todd C. Mowry.
    Buddy-RAM: Improving the Performance and Efficiency of Bulk Bitwise Operations Using DRAM.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Xi-Yue Xiang, Saugata Ghose, Onur Mutlu, Nian-Feng Tzeng.
    A model for Application Slowdown Estimation in on-chip networks and its use for improving system fairness and performance.
    34th IEEE International Conference on Computer Design, ICCD 2016, Scottsdale, AZ, USA, October 2-5, 2016 2016 (0) 2016
    Conference paper
    Kevin Hsieh, Samira Manabi Khan, Nandita Vijaykumar, Kevin K. Chang, Amirali Boroumand, Saugata Ghose, Onur Mutlu.
    Accelerating pointer chasing in 3D-stacked memory: Challenges, mechanisms, evaluation.
    34th IEEE International Conference on Computer Design, ICCD 2016, Scottsdale, AZ, USA, October 2-5, 2016 2016 (0) 2016
    Conference paper
    Ankit Singla.
    Fat-FREE Topologies.
    Proceedings of the 15th ACM Workshop on Hot Topics in Networks, HotNets 2016, Atlanta, GA, USA, November 9-10, 2016 2016 (0) 2016
    Conference paper
    Sangeetha Abdu Jyothi, Ankit Singla, Brighten Godfrey, Alexandra Kolla.
    Measuring and understanding throughput of network topologies.
    Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, SC 2016, Salt Lake City, UT, USA, November 13-18, 2016 2016 (0) 2016
    Conference paper
    Stefan Kaestle, Reto Achermann, Roni Haecki, Moritz Hoffmann, Sabela Ramos, Timothy Roscoe.
    Machine-Aware Atomic Broadcast Trees for Multicores.
    12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016. 2016 (0) 2016
    Conference paper
    Khanh Nguyen, Lu Fang, Guoqing (Harry) Xu, Brian Demsky, Shan Lu, Sanazsadat Alamian, Onur Mutlu.
    Yak: A High-Performance Big-Data-Friendly Garbage Collector.
    12th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2016, Savannah, GA, USA, November 2-4, 2016. 2016 (0) 2016
    Conference paper
    Himanshu Chauhan, Irina Calciu, Vijay Chidambaram, Eric Schkufza, Onur Mutlu, Pratap Subrahmanyam.
    NVMOVE: Helping Programmers Move to Byte-Based Persistence.
    4th Workshop on Interactions of NVM/Flash with Operating Systems and Workloads, INFLOW@OSDI 2016, Savannah, GA, USA, November 1, 2016. 2016 (0) 2016
    Journal article
    Anja Gruenheid, Donald Kossmann, Divesh Srivastava.
    Online Event Integration with StoryPivot.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Donghyuk Lee, Samira Manabi Khan, Lavanya Subramanian, Rachata Ausavarungnirun, Gennady Pekhimenko, Vivek Seshadri, Saugata Ghose, Onur Mutlu.
    Reducing DRAM Latency by Exploiting Design-Induced Latency Variation in Modern DRAM Chips.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Vivek Seshadri, Onur Mutlu.
    The Processing Using Memory Paradigm: In-DRAM Bulk Copy, Initialization, Bitwise AND and OR.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Yixin Luo, Saugata Ghose, Yu Cai, Erich F. Haratsch, Onur Mutlu.
    Enabling Accurate and Practical Online Flash Channel Modeling for Modern MLC NAND Flash Memory.
    IEEE Journal on Selected Areas in Communications 2016, Volume 34 (0) 2016
    Conference paper
    Ce Zhang, Peter M. Atkinson.
    Novel shape indices for vector landscape pattern analysis.
    International Journal of Geographical Information Science 2016, Volume 30 (0) 2016
    Conference paper
    Samira Manabi Khan, Donghyuk Lee, Onur Mutlu.
    PARBOR: An Efficient System-Level Technique to Detect Data-Dependent Failures in DRAM.
    46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016, Toulouse, France, June 28 - July 1, 2016 2016 (0) 2016
    Conference paper
    David Sidler, Zsolt István, Gustavo Alonso.
    Low-latency TCP/IP stack for data center applications.
    26th International Conference on Field Programmable Logic and Applications, FPL 2016, Lausanne, Switzerland, August 29 - September 2, 2016 2016 (0) 2016
    Conference paper
    Kaan Kara, Gustavo Alonso.
    Fast and robust hashing for database operators.
    26th International Conference on Field Programmable Logic and Applications, FPL 2016, Lausanne, Switzerland, August 29 - September 2, 2016 2016 (0) 2016
    Conference paper
    Lavanya Subramanian, Donghyuk Lee, Vivek Seshadri, Harsha Rastogi, Onur Mutlu.
    BLISS: Balancing Performance, Fairness and Complexity in Memory Access Scheduling.
    IEEE Trans. Parallel Distrib. Syst. 2016, Volume 27 (0) 2016
    Conference paper
    Onur Kayiran, Adwait Jog, Ashutosh Pattnaik, Rachata Ausavarungnirun, Xulong Tang, Mahmut T. Kandemir, Gabriel H. Loh, Onur Mutlu, Chita R. Das.
    μC-States: Fine-grained GPU Datapath Power Management.
    Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, PACT 2016, Haifa, Israel, September 11-15, 2016 2016 (0) 2016
    Conference paper
    Ashutosh Pattnaik, Xulong Tang, Adwait Jog, Onur Kayiran, Asit K. Mishra, Mahmut T. Kandemir, Onur Mutlu, Chita R. Das.
    Scheduling Techniques for GPU Architectures with Processing-In-Memory Capabilities.
    Proceedings of the 2016 International Conference on Parallel Architectures and Compilation, PACT 2016, Haifa, Israel, September 11-15, 2016 2016 (0) 2016
    Conference paper
    Milad Hashemi, Khubaib, Eiman Ebrahimi, Onur Mutlu, Yale N. Patt.
    Accelerating Dependent Cache Misses with an Enhanced Memory Controller.
    43rd ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2016, Seoul, South Korea, June 18-22, 2016 2016 (0) 2016
    Conference paper
    Kevin Hsieh, Eiman Ebrahimi, Gwangsun Kim, Niladrish Chatterjee, Mike O'Connor, Nandita Vijaykumar, Onur Mutlu, Stephen W. Keckler.
    Transparent Offloading and Mapping (TOM): Enabling Programmer-Transparent Near-Data Processing in GPU Systems.
    43rd ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2016, Seoul, South Korea, June 18-22, 2016 2016 (0) 2016
    Conference paper
    Zsolt István, David Sidler, Gustavo Alonso.
    Runtime Parameterizable Regular Expression Operators for Databases.
    24th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, FCCM 2016, Washington, DC, USA, May 1-3, 2016 2016 (0) 2016
    Conference paper
    Gerd Zellweger, Denny Lin, Timothy Roscoe.
    So many performance events, so little time.
    Proceedings of the 7th ACM SIGOPS Asia-Pacific Workshop on Systems, APSys '16, Hong Kong, China, August 4-5, 2016 2016 (0) 2016
    Conference paper
    Onur Mutlu, Richard A. Belgard, Thomas R. Gross, Norman P. Jouppi, John L. Hennessy, Steven A. Przybylski, Chris Rowen, Yale N. Patt, Wen-Mei W. Hwu, Stephen W. Melvin, Michael Shebanow, Tse-Yu Yeh, Andy Wolfe.
    Common Bonds: MIPS, HPS, Two-Level Branch Prediction, and Compressed Code RISC Processor.
    IEEE Micro 2016, Volume 36 (0) 2016
    Conference paper
    Zaheer Chothia, John Liagouris, Frank McSherry, Timothy Roscoe.
    Explaining Outputs in Modern Data Analytics.
    PVLDB 2015, Volume 9 (0) 2016
    Journal article
    Stefan Hadjis, Ce Zhang, Ioannis Mitliagkas, Christopher Ré.
    Omnivore: An Optimizer for Multi-device Deep Learning on CPUs and GPUs.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Arijit Khan, Benjamin Zehnder, Donald Kossmann.
    Revenue maximization by viral marketing: A social network host's perspective.
    32nd IEEE International Conference on Data Engineering, ICDE 2016, Helsinki, Finland, May 16-20, 2016 2016 (0) 2016
    Conference paper
    Gustavo Alonso.
    Generalization versus Specialization in Cloud Computing Infrastructures.
    2016 IEEE International Conference on Cloud Engineering, IC2E 2016, Berlin, Germany, April 4-8, 2016 2016 (0) 2016
    Conference paper
    Yoongu Kim, Weikun Yang, Onur Mutlu.
    Ramulator: A Fast and Extensible DRAM Simulator.
    Computer Architecture Letters 2016, Volume 15 (0) 2016
    Conference paper
    Markus Pilman, Martin Kaufmann, Florian Köhl, Donald Kossmann, Damien Profeta.
    ParTime: Parallel Temporal Aggregation.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Pratanu Roy, Arijit Khan, Gustavo Alonso.
    Augmented Sketch: Faster and More Accurate Stream Processing.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Ce Zhang, Jaeho Shin 0001, Christopher Ré, Michael J. Cafarella, Feng Niu.
    Extracting Databases from Dark Data with DeepDive.
    Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016 2016 (0) 2016
    Conference paper
    Adwait Jog, Onur Kayiran, Ashutosh Pattnaik, Mahmut T. Kandemir, Onur Mutlu, Ravishankar Iyer, Chita R. Das.
    Exploiting Core Criticality for Enhanced GPU Performance.
    Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, Antibes Juan-Les-Pins, France, June 14-18, 2016 2016 (0) 2016
    Conference paper
    Kevin K. Chang, Abhijith Kashyap, Hasan Hassan, Saugata Ghose, Kevin Hsieh, Donghyuk Lee, Tianshi Li, Gennady Pekhimenko, Samira Manabi Khan, Onur Mutlu.
    Understanding Latency Variation in Modern DRAM Chips: Experimental Characterization, Analysis, and Optimization.
    Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, Antibes Juan-Les-Pins, France, June 14-18, 2016 2016 (0) 2016
    Conference paper
    Hongyi Xin, Sunny Nahar, Richard Zhu, John Emmons, Gennady Pekhimenko, Carl Kingsford, Can Alkan, Onur Mutlu.
    Optimal seed solver: optimizing seed selection in read mapping.
    Bioinformatics 2016, Volume 32 (0) 2016
    Journal article
    Christopher De Sa, Alexander Ratner, Christopher Ré, Jaeho Shin 0001, Feiran Wang, Sen Wu, Ce Zhang.
    DeepDive: Declarative Knowledge Base Construction.
    SIGMOD Record 2016, Volume 45 (0) 2016
    Conference paper
    Jana Giceva, Gerd Zellweger, Gustavo Alonso, Timothy Roscoe.
    Customized OS support for data-processing.
    Proceedings of the 12th International Workshop on Data Management on New Hardware, DaMoN 2016, San Francisco, CA, USA, June 27, 2016 2016 (0) 2016
    Journal article
    Xinghao Pan, Maximilian Lam, Stephen Tu, Dimitris S. Papailiopoulos, Ce Zhang, Michael I. Jordan, Kannan Ramchandran, Christopher Ré, Benjamin Recht.
    CYCLADES: Conflict-free Asynchronous Machine Learning.
    CoRR 2016, Volume 0 (0) 2016
    Journal article
    Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis, Christopher Ré.
    Asynchrony begets Momentum, with an Application to Deep Learning.
    CoRR 2016, Volume 0 (0) 2016
    Conference paper
    Wayne P. Burleson, Onur Mutlu, Mohit Tiwari.
    Invited - Who is the major threat to tomorrow's security?: you, the hardware designer.
    Proceedings of the 53rd Annual Design Automation Conference, DAC 2016, Austin, TX, USA, June 5-9, 2016 2016 (0) 2016
    Journal article
    Rachata Ausavarungnirun, Chris Fallin, Xiangyao Yu, Kevin Kai-Wei Chang, Greg Nazario, Reetuparna Das, Gabriel H. Loh, Onur Mutlu.
    A case for hierarchical rings with deflection routing: An energy-efficient on-chip communication substrate.
    Parallel Computing 2016, Volume 54 (0) 2016
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