Výsledky vyhledávání - "General and reference Cross-computing tools and techniques Performance"

MLPerf Inference Benchmark Autor Reddi, Vijay Janapa, Cheng, Christine, Kanter, David, Mattson, Peter, Schmuelling, Guenther, Wu, Carole-Jean, Anderson, Brian, Breughe, Maximilien, Charlebois, Mark, Chou, William, Chukka, Ramesh, Coleman, Cody, Davis, Sam, Deng, Pan, Diamos, Greg, Duke, Jared, Fick, Dave, Gardner, J. Scott, Hubara, Itay, Idgunji, Sachin, Jablin, Thomas B., Jiao, Jeff, John, Tom St, Kanwar, Pankaj, Lee, David, Liao, Jeffery, Lokhmotov, Anton, Massa, Francisco, Meng, Peng, Micikevicius, Paulius, Osborne, Colin, Pekhimenko, Gennady, Rajan, Arun Tejusve Raghunath, Sequeira, Dilip, Sirasao, Ashish, Sun, Fei, Tang, Hanlin, Thomson, Michael, Wei, Frank, Wu, Ephrem, Xu, Lingjie, Yamada, Koichi, Yu, Bing, Yuan, George, Zhong, Aaron, Zhang, Peizhao, Zhou, Yuchen

“…Machine-learning (ML) hardware and software system demand is burgeoning. Driven by ML applications, the number of different ML inference systems has exploded…”
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InvisiSpec: making speculative execution invisible in the cache hierarchy Autor Yan, Mengjia, Choi, Jiho, Skarlatos, Dimitrios, Morrison, Adam, Fletcher, Christopher W., Torrellas, Josep

“…Hardware speculation offers a major surface for micro-architectural covert and side channel attacks. Unfortunately, defending against speculative execution…”
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Profiling a warehouse-scale computer Autor Kanev, Svilen, Darago, Juan Pablo, Hazelwood, Kim, Ranganathan, Parthasarathy, Moseley, Tipp, Wei, Gu-Yeon, Brooks, David

“…With the increasing prevalence of warehouse-scale (WSC) and cloud computing, understanding the interactions of server applications with the underlying…”
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Neural Acceleration for General-Purpose Approximate Programs Autor Esmaeilzadeh, H., Sampson, A., Ceze, L., Burger, D.

“…This paper describes a learning-based approach to the acceleration of approximate programs. We describe the \emph{Parrot transformation}, a program…”
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GraFBoost: Using Accelerated Flash Storage for External Graph Analytics Autor Jun, Sang-Woo, Wright, Andy, Zhang, Sizhuo, Xu, Shuotao, Arvind

“…We describe GraFBoost, a flash-based architecture with hardware acceleration for external analytics of multi-terabyte graphs. We compare the performance of…”
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FireSim: FPGA-Accelerated Cycle-Exact Scale-Out System Simulation in the Public Cloud Autor Karandikar, Sagar, Mao, Howard, Kim, Donggyu, Biancolin, David, Amid, Alon, Lee, Dayeol, Pemberton, Nathan, Amaro, Emmanuel, Schmidt, Colin, Chopra, Aditya, Huang, Qijing, Kovacs, Kyle, Nikolic, Borivoje, Katz, Randy, Bachrach, Jonathan, Asanovic, Krste

“…We present FireSim, an open-source simulation platform that enables cycle-exact microarchitectural simulation of large scale-out clusters by combining…”
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FLIN: Enabling Fairness and Enhancing Performance in Modern NVMe Solid State Drives Autor Tavakkol, Arash, Sadrosadati, Mohammad, Ghose, Saugata, Kim, Jeremie, Luo, Yixin, Wang, Yaohua, Mansouri Ghiasi, Nika, Orosa, Lois, Gomez-Luna, Juan, Mutlu, Onur

“…Modern solid-state drives (SSDs) use new host-interface protocols, such as NVMe, to provide applications with fast access to storage. These new protocols make…”
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Bubble-up: Increasing utilization in modern warehouse scale computers via sensible co-locations Autor Mars, Jason, Lingjia Tang, Hundt, Robert, Skadron, Kevin, Soffa, Mary Lou

“…As much of the world's computing continues to move into the cloud, the overprovisioning of computing resources to ensure the performance isolation of…”
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Predicting defects using network analysis on dependency graphs Autor Zimmermann, T., Nagappan, N.

“…In software development, resources for quality assurance are limited by time and by cost. In order to allocate resources effectively, managers need to rely on…”
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Lessons Learned from Memory Errors Observed Over the Lifetime of Cielo Autor Levy, Scott, Ferreira, Kurt B., DeBardeleben, Nathan, Siddiqua, Taniya, Sridharan, Vilas, Baseman, Elisabeth

“…Maintaining the performance of high-performance computing (HPC) applications as failures increase is a major challenge for next-generation extreme-scale…”
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Memristor based computation-in-memory architecture for data-intensive applications Autor Hamdioui, Said, Xie, Lei, Du Nguyen, Hoang Anh, Taouil, Mottaqiallah, Bertels, Koen, Corporaal, Henk, Jiao, Hailong, Catthoor, Francky, Wouters, Dirk, Eike, Linn, van Lunteren, Jan

“…One of the most critical challenges for today's and future data-intensive and big-data problems is data storage and analysis. This paper first highlights some…”
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Flip-N-Write: a simple deterministic technique to improve PRAM write performance, energy and endurance Autor Cho, Sangyeun, Lee, Hyunjin

“…The phase-change random access memory (PRAM) technology is fast maturing to production levels. Main advantages of PRAM are non-volatility, byte addressability,…”
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DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission Autor Hill, Parker, Jain, Animesh, Hill, Mason, Zamirai, Babak, Hsu, Chang-Hong, Laurenzano, Michael A., Mahlke, Scott, Tang, Lingjia, Mars, Jason

“…Deep neural networks (DNNs) are key computational building blocks for emerging classes of web services that interact in real time with users via voice, images…”
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The influence of organizational structure on software quality: an empirical case study Autor Nagappan, Nachiappan, Murphy, Brendan, Basili, Victor

“…Often software systems are developed by organizations consisting of many teams of individuals working together. Brooks states in the Mythical Man Month book…”
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Amber: enabling precise full-system simulation with detailed modeling of all SSD resources Autor Gouk, Donghyun, Kwon, Miryeong, Zhang, Jie, Koh, Sungjoon, Choi, Wonil, Kim, Nam Sung, Kandemir, Mahmut, Jung, Myoungsoo

“…SSDs become a major storage component in modern memory hierarchies, and SSD research demands exploring future simulation-based studies by integrating SSD…”
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Energy Profiles of Java Collections Classes Autor Hasan, Samir, King, Zachary, Hafiz, Munawar, Sayagh, Mohammed, Adams, Bram, Hindle, Abram

“…We created detailed profiles of the energy consumed by common operations done on Java List, Map, and Set abstractions. The results show that the alternative…”
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Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance Autor Ardalani, Newsha, Lestourgeon, Clint, Sankaralingam, Karthikeyan, Xiaojin Zhu

“…GPUs have become prevalent and more general purpose, but GPU programming remains challenging and time consuming for the majority of programmers. In addition,…”
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DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers Autor Hauswald, Johann, Kang, Yiping, Laurenzano, Michael A., Chen, Quan, Li, Cheng, Mudge, Trevor, Dreslinski, Ronald G., Mars, Jason, Tang, Lingjia

“…As applications such as Apple Siri, Google Now, Microsoft Cortana, and Amazon Echo continue to gain traction, webservice companies are adopting large deep…”
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Corona: System Implications of Emerging Nanophotonic Technology Autor Vantrease, Dana, Schreiber, Robert, Monchiero, Matteo, McLaren, Moray, Jouppi, Norman P., Fiorentino, Marco, Davis, Al, Binkert, Nathan, Beausoleil, Raymond G., Ahn, Jung Ho

“…We expect that many-core microprocessors will push performance per chip from the 10 gigaflop to the 10 teraflop range in the coming decade. To support this…”
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Rumba: An online quality management system for approximate computing Autor Khudia, Daya S, Zamirai, Babak, Samadi, Mehrzad, Mahlke, Scott

“…Approximate computing can be employed for an emerging class of applications from various domains such as multimedia, machine learning and computer vision. The…”
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