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Memcached Design on High Performance RDMA Capable Interconnects

Jithin Jose, Hari Subramoni, Miao Luo, Minjia Zhang, Jian Huang, Md. Wasi-ur-Rahman, Nusrat S. Islam, Xiangyong Ouyang, Hao Wang, Sayantan Sur, Dhabaleswar K. Panda
2011 2011 International Conference on Parallel Processing  
UCR • Performance EvaluaLon • Conclusion & Future Work Conclusion & Future Work • Described a novel design of Memcached for RDMA capable networks • Provided a detailed performance comparison of our design  ...  IntroducLon • Tremendous increase in interest in interactive web-sites (social networking, e-commerce etc.) • Dynamic data is stored in databases for future retrieval and analysis • Database lookups are  ... 
doi:10.1109/icpp.2011.37 dblp:conf/icpp/JoseSLZHWIOWSP11 fatcat:ztqqth5ds5eq5mdexfkdv74ioi

A Micro-benchmark Suite for Evaluating Hadoop RPC on High-Performance Networks [chapter]

Xiaoyi Lu, Md. Wasi-ur-Rahman, Nusrat Sharmin Islam, Dhabaleswar K. Panda
2014 Lecture Notes in Computer Science  
with High--Performance Networks and Protocols?  ...  Enhanced Designs Applica-on Accelerated Sockets 10 GigE or InfiniBand Verbs / Hardware Offload Current Design Applica-on Sockets 1/10 GigE Network • Sockets not designed for high--performance  ... 
doi:10.1007/978-3-319-10596-3_3 fatcat:2rhvp4wepbfonatz5z4wnbdofi

Query Co-Processing on Commodity Hardware

A. Ailamaki, N.K. Govindaraju, D. Manocha
2006 22nd International Conference on Data Engineering (ICDE'06)  
Researchers have actively sought to design and develop new architectures for improving the performance.  ...  The rapid increase in the data volumes for the past few decades has intensified the need for high processing power for database and data mining applications.  ...  Researchers have actively sought to design and develop new architectures for improving the performance.  ... 
doi:10.1109/icde.2006.122 dblp:conf/icde/AilamakiGM06 fatcat:x3rdgytg3fcwlgld6ctgc32vxu

Using machine learning to create high-efficiency freeform illumination design tools [article]

Caleb Gannon, Rongguang Liang
2018 arXiv   pre-print
Then, by training the network to generalize the relationship between high-level design goals and final performance, we were able to transform what is traditionally a difficult and computationally intensive  ...  We present a method for improving the efficiency and user experience of freeform illumination design with machine learning.  ...  A plot of this performance is shown in Fig. 6 , where we can see that the network has successfully generalized the sparse information provided in the database to generate high-performance designs throughout  ... 
arXiv:1903.11166v1 fatcat:db7egmxntnaerb3mifvkknclee

Databases on Future Hardware (Dagstuhl Seminar 17101)

Gustavo Alonso, Michaela Blott, Jens Teubner, Marc Herbstritt
2017 Dagstuhl Reports  
application performance.  ...  During the seminar, it turned out that the future of databases is not only a question of technology.  ...  Adaptive FPGA-based Database Accelerators -Achievements, Possibilities, and Challenges  ... 
doi:10.4230/dagrep.7.3.1 dblp:journals/dagstuhl-reports/AlonsoBT17 fatcat:nf7gedce45bfzlddmu6wm3gtpa

Network Flow Awareness System for E-Science Collaborative Application

Buseung Cho, Kyuil Kim, Hyungwoo Park, Jin-Wook Chung
2015 Indian Journal of Science and Technology  
Recently big science data transfer for globally collaborative research on high performance network in High Energy Physics, Climate Change, Bio-Genome and so on, is needed for large-scale parallel processing  ...  In this paper, we design and implement a network flow awareness system based on ARGUS framework and 3D visualization technology that supports not only high performance collection of more rich flow information  ...  Introduction Recently big science data transfer for globally collaborative research on high performance network in High Energy Physics, Climate Change, Bio-Genome and so on, is needed for large-scale parallel  ... 
doi:10.17485/ijst/2015/v8i26/81060 fatcat:mwgcqxybmrbzdk4ib7s6qgpnvi

The Countermeasures of Carrying on Web of the Research Institutions in the Era of Big Data — Consider the Web of Chinese Academy of Agricultural Sciences [chapter]

Liping Zhang
2016 IFIP Advances in Information and Communication Technology  
CAAS have a strong demand for high-performance computing.According to 2014 survey results, more than 2/3 of the institutes is applying high performance computing, 1/3 of the institutes also has the needs  ...  Build high-performance computing centers can also provide remote sensing data, sensor data, network data and other large data analysis and processing business for domestic and international users.  ... 
doi:10.1007/978-3-319-48354-2_38 fatcat:wdzpmi2fojb7dhd2nzadhiigia

SI2-SSI (2018): FAMII: High-Performance and Scalable Fabric Analysis, Monitoring and Introspection Infrastructure for HPC and Big Data [article]

Hari Subramoni, Dhabaleswar K. Panda, Karen Tomko, Xiaoyi Lu
2018 Figshare  
The proposed research aims to create an integrated software infrastructure for high-performance and scalable Fabric Analysis, Monitoring and Introspection for HPC and Big Data.  ...  This tool achieves the following objectives: 1) be portable, easy to use and easy to understand, 2) have high-performance and scalable rendering and storage techniquesand, 3) be applicable to the different  ...  grid information in single text field • Multithreaded Design for Data Collection Daemon • Use separate database thread with separate connection to increase parallelism and reduce contention  ... 
doi:10.6084/m9.figshare.6174038.v1 fatcat:i2xxiwgawzeira5svckropmxpu

SI2-SSI (2018): FAMII: High-Performance and Scalable Fabric Analysis, Monitoring and Introspection Infrastructure for HPC and Big Data

Hari Subramoni, Dhabaleswar K. Panda, Karen Tomko, Xiaoyi Lu
2018 Figshare  
The proposed research aims to create an integrated software infrastructure for high-performance and scalable Fabric Analysis, Monitoring and Introspection for HPC and Big Data.  ...  the contention for the single database connection  ...  Optimized Data Store Multithreaded Design for Data Collection Daemon • Previous method of insertion has a multiplicative effect on the number of database operations a single insert would cause  ... 
doi:10.6084/m9.figshare.6174017.v3 fatcat:dxb3w2zw3zbejmymxtlvfqiiyi

A melting temperature database and a neural network model for melting temperature prediction [article]

Qi-Jun Hong
2021 arXiv   pre-print
The model features graph neural network and residual neural network architecture. The root-mean-square errors of melting temperature are 90 and 160K for training and testing, respectively.  ...  I build a melting temperature database that contains approximately 10,000 materials. Based on the database, I build a machine learning model that predicts melting temperature in seconds.  ...  Ushakov, Axel van de Walle, Alexandra Navrotsky, and Yang Jiao for discussions.  ... 
arXiv:2110.10748v2 fatcat:zt2eftq545f35dl7efrzgmiu5e

An architecture for distributed enterprise data mining [chapter]

J. Chattratichat, J. Darlington, Y. Guo, S. Hedvall, M. Köhler, J. Syed
1999 Lecture Notes in Computer Science  
for high performance at a level that is sufficient for interactive work.  ...  The requirements for data mining systems for large organisations and enterprises range from logical and physical distribution of large data and heterogeneous computational resources to the general need  ...  The role of high-performance systems High-performance machines are most likely to be employed in the third tier.  ... 
doi:10.1007/bfb0100618 fatcat:322kdamlbjcspnr77qwvrmmig4

A Design Method for Product Upgradability with Different Customer Demands [chapter]

Masato Inoue, Shuho Yamada, Tetsuo Yamada, Stefan Bracke
2014 IFIP Advances in Information and Communication Technology  
In addition, this paper also proposes a method that can specify future product performances, effective upgradable product components, and the side effects of upgrade on other product components.  ...  This paper proposes a design method for product upgradability which satisfies various different customer demands to increase the product value and extend the value lifespan by exchanging components closely  ...  To understand the trend of performance requirements and design variables, the authors create databases for launched products and components.  ... 
doi:10.1007/978-3-662-45937-9_10 fatcat:vwowzubqv5hxdpcwxm3nutwddy

Tracking Network Events with Write Optimized Data Structures: The Design and Implementation of TWIAD: The Write-Optimized IP Address Database [article]

Nolan Donoghue, Bridger Hahn, Helen Xu, Thomas Kroeger, David Zage and Rob Johnson
2015 arXiv   pre-print
However, traditional databases raise performance concerns as they are optimized for querying rather than ingestion.  ...  WODS trade minor degradations in query performance for significant gains in the ability to quickly insert more data elements, typically on the order of 10 to 100 times more inserts per second.  ...  ACKNOWLEDGMENTS We thank the engineers at Tokutek for developing and opensourcing their B ε -tree implementation that TWIAD is built on.  ... 
arXiv:1511.09116v1 fatcat:dazzfzc2graarkqzuco7iaze4q

Exploring Cross-layer techniques for Security: Challenges and Opportunities in Wireless Networks

Geethapriya Thamilarasu, Ramalingam Sridhar
2007 MILCOM 2007 - IEEE Military Communications Conference  
In this paper, we discuss the challenges and opportunities of using cross-layer techniques for enhancing wireless network security.  ...  Cross-layer approach has gained considerable interest in performance optimization due to their design advantages.  ...  This is because every layer in Type I performs monitoring and triggering the network for intrusions.  ... 
doi:10.1109/milcom.2007.4454962 fatcat:jxnhzq2idnbx3p7monmcljru2y

A Cloud-Based Vegetable Production and Distribution System [chapter]

Alireza Ahrary, D. A. R. Ludena
2015 Smart Innovation, Systems and Technologies  
Also, different version of the user interface (PC and Smartphone) was designed keeping in mind features like: easy navigation, usability, ergonomics, etc.  ...  The information retrieved from the sensor networks could be processed or stored in the cloud for future purposes.  ...  For small size lands, the development cost is high compared to their large size counterparts and the cost performance is low.  ... 
doi:10.1007/978-3-319-19857-6_2 fatcat:jai5o7xuzbh5fktiynarac275y
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