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

“… Over 100 organizations are building ML inference chips, and the systems that incorporate existing models span at least three orders of magnitude in power consumption and five orders of magnitude in performance…”
Získat plný text

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…”
Získat plný text

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

“… Unfortunately, while the elimination of the OS software stack leads to a significant performance improvement, we show in this paper that it introduces a new problem: unfairness…”
Získat plný text

GraFBoost: Using Accelerated Flash Storage for External Graph Analytics Autor Jun, Sang-Woo, Wright, Andy, Zhang, Sizhuo, Xu, Shuotao, Arvind

“… We compare the performance of GraFBoost with 1 GB of DRAM against various state-of-the-art graph analytics software including FlashGraph, running on a 32-thread Xeon server with 128 GB of DRAM…”
Získat plný text

Profiling a warehouse-scale computer Autor Kanev, Svilen, Darago, Juan Pablo, Hazelwood, Kim, Ranganathan, Parthasarathy, Moseley, Tipp, Wei, Gu-Yeon, Brooks, David

“… microarchitecture becomes ever more important in order to extract maximum performance out of server hardware…”
Získat plný text

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

“… designs with a scalable, distributed network simulation. Unlike prior FPGA-accelerated simulation tools, FireSim runs on Amazon EC2 F1, a public cloud FPGA platform…”
Získat plný text

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 latency-sensitive tasks, such as web search…”
Získat plný text

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…”
Získat plný text

Flip-N-Write: a simple deterministic technique to improve PRAM write performance, energy and endurance Autor Cho, Sangyeun, Lee, Hyunjin

“… This paper proposes and evaluates Flip-N-Write, a simple microarchitectural technique to replace a PRAM write operation with a more efficient read-modify-write operation…”
Získat plný text

White-Box Performance-Influence Models: A Profiling and Learning Approach Autor Weber, Max, Apel, Sven, Siegmund, Norbert

“…Many modern software systems are highly configurable, allowing the user to tune them for performance…”
Získat plný text

GPA: A GPU Performance Advisor Based on Instruction Sampling Autor Zhou, Keren, Meng, Xiaozhu, Sai, Ryuichi, Mellor-Crummey, John

“… Existing performance tools only provide coarse-grained tuning advice at the kernel level…”
Získat plný text

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…”
Získat plný text

Cross-architecture performance prediction (XAPP) using CPU code to predict GPU performance Autor Ardalani, Newsha, Lestourgeon, Clint, Sankaralingam, Karthikeyan, Xiaojin Zhu

“… In addition, it is not always clear which codes will benefit from getting ported to GPU. Therefore, having a tool to estimate GPU performance for a piece of code before writing a GPU implementation is highly desirable…”
Získat plný text

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…”
Získat plný text

SLEMI: Equivalence Modulo Input (EMI) Based Mutation of CPS Models for Finding Compiler Bugs in Simulink Autor Chowdhury, Shafiul Azam, Shrestha, Sohil Lal, Johnson, Taylor T., Csallner, Christoph

“… To provide EMI-based mutation for differential testing of cyber-physical system (CPS) development tools, this paper develops several novel mutation techniques…”
Získat plný text

Performance Analysis with Bayesian Inference Autor Couderc, Noric, Reichenbach, Christoph, Soderberg, Emma

“…Statistics are part of any empirical science, and performance analysis is no exception…”
Získat plný text

White-Box Performance-Influence Models: A Profiling and Learning Approach (Replication Package) Autor Weber, Max, Apel, Sven, Siegmund, Norbert

“… Specifically, we describe the general steps and tools that we have used to implement our approach, the data we have obtained, and the evaluation setup…”
Získat plný text

Performance Characterization of Popular DNN Models on Out-of-Order CPUs Autor Prieto, Pablo, Abad, Pablo, Gregorio, Jose Angel, Puente, Valentin

“… However, the ubiquity of DNN models is rapidly extending the presence of this software to general-purpose CPUs…”
Získat plný text

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…”
Získat plný text

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…”
Získat plný text