Suchergebnisse - Information systems Information storage systems Storage architectures Distributed storage

The System Architecture for the Basic Information of Science and Technology Experts Based on Distributed Storage and Web Mining von Quanyin Zhu, Pei Zhou

“… The proposed system architecture integrates spider module, local distributed storage and Mongo-DB …”
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TinyML: Current Progress, Research Challenges, and Future Roadmap von Shafique, Muhammad, Theocharides, Theocharis, Reddy, Vijay Janapa, Murmann, Boris

“… TinyML: tiny in size, BIG in impact!This paper highlights the current progress, challenges and open research opportunities in the domain of tinyML, …”
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Medical Cyber Physical Systems von Insup Lee, Sokolsky, Oleg

“… We discuss current trends in the development and use of high-confidence medical cyber-physical systems (MCPS …”
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Revisiting I/O Behavior in Large-Scale Storage Systems: The Expected and the Unexpected von Patel, Tirthak, Byna, Suren, Lockwood, Glenn K., Tiwari, Devesh

“… Large-scale applications typically spend a large fraction of their execution time performing I/O to a parallel storage system …”
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LIDC: A Location Independent Multi-Cluster Computing Framework for Data Intensive Science von Timilsina, Sankalpa, Shannigrahi, Susmit

“… Scientific communities are increasingly using geographically distributed computing platforms …”
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Academic Storage Cluster von Von Tottleben, Alexander, Ihle, Cornelius, Schubotz, Moritz, Gipp, Bela

“… Decentralized storage is still rarely used in an academic and educational environment, although it offers better availability than conventional systems …”
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Scalable Multi-Facility Workflows for Artificial Intelligence Applications in Climate Research von Kurihana, Takuya, Skluzacek, Tyler J., Ferreira Da Silva, Rafael, Anantharaj, Valentine

“… Earth observation satellites and earth system models are sources of vast, multi-modal datasets that are invaluable for advancing climate and environmental research …”
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Business transformation to SOA: aspects of the migration and performance and QoS issues von O'Brien, Liam, Brebner, Paul, Gray, Jon

“… Organizations face challenges to be more adaptable and transform to meet new customer demands with fewer resources and streamlining of its business activities …”
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Data Flow Lifecycles for Optimizing Workflow Coordination von Lee, Hyungro, Guo, Luanzheng, Tang, Meng, Firoz, Jesun, Tallent, Nathan R., Kougkas, Anthony, Sun, Xian-He

“… A critical performance challenge in distributed scientific workflows is coordinating tasks and data flows on distributed resources …”
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CAPES: unsupervised storage performance tuning using neural network-based deep reinforcement learning von Li, Yan, Chang, Kenneth, Bel, Oceane, Miller, Ethan L., Long, Darrell D. E.

“… Parameter tuning is an important task of storage performance optimization. Current practice usually involves numerous tweak-benchmark cycles that are slow and costly …”
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LPCC: Hierarchical Persistent Client Caching for Lustre von Qian, Yingjin, Li, Xi, Ihara, Shuichi, Dilger, Andreas, Thomaz, Carlos, Wang, Shilong, Cheng, Wen, Li, Chunyan, Zeng, Lingfang, Wang, Fang, Feng, Dan, Sub, Tim, Brinkmann, Andre

“… The parallel file system is typically centralized and its storage media are physically separated from the compute cluster …”
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LogECMem: Coupling Erasure-Coded In-Memory Key-Value Stores with Parity Logging von Cheng, Liangfeng, Hu, Yuchong, Ke, Zhaokang, Xu, Jia, Yao, Qiaori, Feng, Dan, Wang, Weichun, Chen, Wei

“… In this paper, we propose a novel parity logging-based architecture, HybridPL, which creates a hybrid of in-place update …”
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A configurable rule based classful token bucket filter network request scheduler for the lustre file system von Qian, Yingjin, Li, Xi, Ihara, Shuichi, Zeng, Lingfang, Kaiser, Jürgen, Süß, Tim, Brinkmann, André

“… HPC file systems today work in a best-effort manner where individual applications can flood the file system with requests, effectively leading to a denial of service for all other …”
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Skoll: Distributed Continuous Quality Assurance von Memon, A., Porter, A., Yilmaz, C., Nagarajan, A., Schmidt, D., Natarajan, B.

“… Since this approach is inadequate for many systems,tools and processes are being developed to improve softwarequality by increasing user participation in the QA …”
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Strategies based on green policies to the grid resource allocation von Coutinho, Fabio, de Carvalho, Luis Alfredo V.

“… This paper discusses strategies to the grid resource allocation in order to reduce energy consumption in a global perspective. We have implemented three green …”
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SciHadoop: array-based query processing in Hadoop von Buck, Joe B., Watkins, Noah, LeFevre, Jeff, Ioannidou, Kleoni, Maltzahn, Carlos, Polyzotis, Neoklis, Brandt, Scott

“… Hadoop has become the de facto platform for large-scale data analysis in commercial applications, and increasingly so in scientific applications. However, …”
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DeltaFS: A Scalable No-Ground-Truth Filesystem For Massively-Parallel Computing von Zheng, Qing, Cranor, Charles D., Ganger, Gregory R., Gibson, Garth A., Amvrosiadis, George, Settlemyer, Bradley W., Grider, Gary A.

“… other clients. We present DeltaFS, a new paradigm for distributed file system metadata. DeltaFS allows jobs to self-commit their namespace changes to logs, avoiding the cost of global synchronization …”
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Message from the Chairs

“… Presents the welcome message from the conference proceedings …”
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BAASH: Lightweight, Efficient, and Reliable Blockchain-As-A-Service for HPC Systems von Mamun, Abdullah Al, Yan, Feng, Zhao, Dongfang

“… : (i) Lightweight consensus protocols for the HPC's shared-storage architecture, (ii) A new fault-tolerant mechanism compensating for the MPI to guarantee the distributed resiliency …”
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Tagit: an integrated indexing and search service for file systems von Sim, Hyogi, Kim, Youngjae, Vazhkudai, Sudharshan S., Vallée, Geoffroy R., Lim, Seung-Hwan, Butt, Ali R.

“… Data services such as search, discovery, and management in scalable distributed environments have traditionally been decoupled from the underlying file systems, and are often deployed using external …”
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