Flexible Data(灵活的数据)研究综述
Flexible Data 灵活的数据 - ' AB@This paper proposes Demikernel, a flexible datapath OS and architecture designed for heterogenous kernel-bypass devices and μs-scale datacenter systems. [1] However, the manual labelling of instances for training machine learning models is time-consuming given the data requirements of flexible data-driven algorithms and the small percentage of area covered by landslides. [2] With the trend towards automated driving, Controller Area Network (CAN) is migrating to CAN with Flexible Data-Rate (CAN-FD), where frame packing (i. [3] The instruction set architecture allows for flexible dataflows and mapping in the proposed core micro-architecture. [4] On the other hand, machine learning approaches are flexible datadriven tools, able to approximate arbitrarily complex functions, but lack interpretability and struggle when data is scarce or in extrapolation regimes. [5] In this work, we propose to incorporate design roadmapping to model-based roadmapping and integrate it with various user testing approaches into a single tool to support a flexible data-driven NPD planning process. [6] Controller Area Network with Flexible Data-rate (CAN-FD) is a feasible choice to meet the high bandwidth and low latency requirements of in-vehicle communication of mobile vehicles. [7] Task-based programming models like OmpSs-2 and OpenMP provide a flexible data-flow execution model to exploit dynamic, irregular and nested parallelism. [8] The focus of this paper is on Deep Neural Networks (DNN) and how to build efficient deep neural network accelerators through microarchitectural exploration, energy efficient memory hierarchies, flexible dataflow distribution, domain-specific compute optimizations and finally hardware-software co-design techniques. [9] Recently, CAN with flexible data-rate (CAN FD) has been suggested and it achieves higher data rate. [10] We test the correctness of our approach and obtain good results on an industry-standard CANoe-based simulation for a J1939 commercial-vehicle bus and also on CAN with flexible data-rate traces obtained from a real-world high-end vehicle. [11] CAN with flexible data-rate (FD) has alleviated some of these issues by increasing the transmission rate of the payload and increasing the number of data bytes in a message. [12] The core of the GeoBIM concept is an efficient and flexible database that can import any data in any format and make it easily accessible. [13] Mass digitalization, remote sensors, and flexible database solutions encourage organizations to look closer at new technologies as an efficient management tool. [14] The neighborhood rough set, as a nonparametric and flexible data-mining approach, can effectively and objectively determine the core relationships between a variety of factors. [15] To address these challenges, we introduce a flexible dataset that can well adapt to the variation of the instruction set and only annotates instruction-related object samples. [16] The former relies on the efficient fork-join execution model to exploit structured parallelism; while the latter relies on fine-grained synchronization among tasks and a flexible data-flow execution model to exploit dynamic, irregular, and nested parallelism. [17] In honey bee research conducted in apiaries, a large amount of information is usually generated requiring a flexible database for storing and retrieving data. [18] These results indicate that both the information content of the financial data and the flexible data-driven weighting scheme of MIDAS regressions play an essential role in forecasting the future state of the Turkish economy. [19] This preeminence is due to the flexible data-driven origin of the MIDAS model. [20] In moderate-to-large dimensions, the use of flexible data-adaptive regression estimators may aid in achieving this consistency. [21] In the WSN domain, the UAVs are used to create a more flexible data-gathering platform. [22] We propose a flexible data-adaptive switching approach to map a large set of different news-topics into forecasts of aggregate stock returns. [23] CAN with flexible data-rate (CAN FD) is defined in the ISO standards to achieve higher data rates than the legacy CAN. [24] CAN with Flexible Data-rate (CAN FD) offers a solution by applying higher transmission bit-rates for the dataphase of the message frame. [25] As a solution, the CAN with flexible data-rate (CAN FD) protocol provides higher transmission speeds. [26] We demonstrate a novel application-flexible data-model-abstracted and declarative software instrumentation platform that advances open-WDM multivendor operations and analytics. [27] To process mobile DNNs with high performance, we propose an architecture called MoNA (Mobile Neural Architecture), which includes a flexible dataflow and a reconfigurable computing core. [28] Its conceptual innovations mainly lie on (i) a flexible data-transmission scheme between direct neighbors and on (ii) a sliding window to prioritize data request, settling a compromise between data diversity and playing continuity. [29] Its conceptual innovations mainly lie on (i) a flexible data-transmission scheme between direct neighbors and on (ii) a sliding window to prioritize data request, settling a compromise between data diversity and playing continuity. [30] To address these issues, we propose a machine learning-based framework for physically-meaningful interpretability, hybrid-learning method with indexes, and a flexible data-preparation approach. [31] By default, the Nunaliit Framework employs a simple and flexible database, founded on documents to store any graphic objects or descriptive attributes (texts). [32] The conclusion is that a reliable and flexible database access via NL needs to employ a broad spectrum of linguistic, knowledge representation and learning techniques. [33]' AB@本文提出了 Demikernel，这是一种灵活的数据路径操作系统和架构，专为异构内核绕过设备和微秒级数据中心系统而设计。 [1] 然而，考虑到灵活的数据驱动算法的数据要求和滑坡覆盖面积的小比例，用于训练机器学习模型的实例的手动标记非常耗时。 [2] 随着自动驾驶的趋势，控制器局域网 (CAN) 正在迁移到具有灵活数据速率 (CAN-FD) 的 CAN，其中帧封装 (i. [3] 指令集架构允许在提议的核心微架构中进行灵活的数据流和映射。 [4] 另一方面，机器学习方法是灵活的数据驱动工具，能够逼近任意复杂的函数，但在数据稀缺或外推机制下缺乏可解释性和困难。 [5] 在这项工作中，我们建议将设计路线图与基于模型的路线图结合起来，并将其与各种用户测试方法集成到一个工具中，以支持灵活的数据驱动 NPD 规划过程。 [6] 具有灵活数据速率的控制器局域网（CAN-FD）是满足移动车辆车载通信的高带宽和低延迟要求的可行选择。 [7] OmpSs-2 和 OpenMP 等基于任务的编程模型提供了灵活的数据流执行模型，以利用动态、不规则和嵌套的并行性。 [8] 本文的重点是深度神经网络 (DNN) 以及如何通过微架构探索、节能内存层次结构、灵活的数据流分布、特定领域的计算优化以及最终的硬件-软件协同设计技术来构建高效的深度神经网络加速器。 [9] 最近，提出了具有灵活数据速率的 CAN (CAN FD)，它实现了更高的数据速率。 [10] 我们测试了我们方法的正确性，并在基于行业标准 CANoe 的 J1939 商用车总线仿真以及从真实世界高端车辆获得的灵活数据速率跟踪的 CAN 上获得了良好的结果。 [11] 具有灵活数据速率 (FD) 的 CAN 通过提高有效载荷的传输速率和增加消息中的数据字节数，缓解了其中的一些问题。 [12] GeoBIM 概念的核心是一个高效灵活的数据库，可以以任何格式导入任何数据并使其易于访问。 [13] 大规模数字化、远程传感器和灵活的数据库解决方案鼓励组织将新技术视为一种有效的管理工具。 [14] 邻域粗糙集作为一种非参数化、灵活的数据挖掘方法，可以有效客观地确定各种因素之间的核心关系。 [15] 为了应对这些挑战，我们引入了一个灵活的数据集，该数据集可以很好地适应指令集的变化，并且只注释与指令相关的对象样本。 [16] 前者依靠高效的 fork-join 执行模型来利用结构化并行性；而后者依赖于任务之间的细粒度同步和灵活的数据流执行模型来利用动态、不规则和嵌套的并行性。 [17] 在养蜂场进行的蜜蜂研究中，通常会生成大量信息，需要灵活的数据库来存储和检索数据。 [18] 这些结果表明，金融数据的信息内容和灵活的数据驱动的 MIDAS 回归加权方案在预测土耳其经济的未来状况方面发挥着重要作用。 [19] 这种卓越是由于 MIDAS 模型灵活的数据驱动起源。 [20] 在中到大的维度中，使用灵活的数据自适应回归估计器可能有助于实现这种一致性。 [21] 在 WSN 领域，无人机用于创建更灵活的数据收集平台。 [22] 我们提出了一种灵活的数据自适应切换方法，将大量不同的新闻主题映射到总股票收益的预测中。 [23] ISO 标准中定义了具有灵活数据速率 (CAN FD) 的 CAN，以实现比传统 CAN 更高的数据速率。 [24] 具有灵活数据速率的 CAN (CAN FD) 通过为消息帧的数据阶段应用更高的传输比特率提供了一种解决方案。 [25] 作为一种解决方案，具有灵活数据速率 (CAN FD) 协议的 CAN 可提供更高的传输速度。 [26] 我们展示了一种新颖的应用灵活的数据模型抽象和声明性软件工具平台，可推进开放式 WDM 多供应商操作和分析。 [27] 为了以高性能处理移动 DNN，我们提出了一种称为 MoNA（移动神经架构）的架构，该架构包括灵活的数据流和可重构的计算核心。 [28] 它的概念创新主要在于（i）直接邻居之间灵活的数据传输方案和（ii）滑动窗口来优先考虑数据请求，解决数据多样性和播放连续性之间的折衷。 [29] 它的概念创新主要在于（i）直接邻居之间灵活的数据传输方案和（ii）滑动窗口来优先考虑数据请求，解决数据多样性和播放连续性之间的折衷。 [30] 为了解决这些问题，我们提出了一种基于机器学习的物理意义可解释性框架、具有索引的混合学习方法和灵活的数据准备方法。 [31] 默认情况下，Nunaliit 框架使用一个简单而灵活的数据库，该数据库基于文档来存储任何图形对象或描述性属性（文本）。 [32] 结论是，通过 NL 进行可靠和灵活的数据库访问需要采用广泛的语言、知识表示和学习技术。 [33]
controller area network
Signal distortion, called ringing, in a controller area network with flexible data rate (CAN-FD) causes asymmetry in propagation delay throughout a network, which is dependent on its physical bus design and becomes a critical issue in limiting the data rate. [1] And finally measurements are made for flashing an ECU using Controller Area Network (CAN) and Controller Area Network with Flexible Data-rate (CAN FD) protocol. [2] And finally measurements are made for flashing an ECU using Controller Area Network (CAN) and Controller Area Network with Flexible Data-rate (CAN FD) protocol. [3] The controller area network with flexible data-rate (CAN FD) is the new generation of the CAN technology to meet the daily increasing bandwidth requirement for automotive cyber-physical systems (ACPS). [4] Controller Area Network with Flexible Data-rate (CAN-FD) has been drawing considerable attention as the most promising substitute of Controller Area Network (CAN), thanks to its higher bandwidth, larger payload size, and physical-layer compatibility with CAN. [5] The ringing and the resulting asymmetry in the propagation delay are the main causes of bandwidth degradation and communication errors in a controller area network (CAN) with flexible data rate. [6]在具有灵活数据速率 (CAN-FD) 的控制器局域网中，信号失真（称为振铃）会导致整个网络的传播延迟不对称，这取决于其物理总线设计，并成为限制数据速率的关键问题。 [1] 最后，使用控制器局域网 (CAN) 和具有灵活数据速率 (CAN FD) 协议的控制器局域网对 ECU 进行测量。 [2] nan [3] nan [4] nan [5] nan [6]
Support Flexible Data
To address this problem, this paper presents a Discrete Multi-Tone modulation (DMT) ASIC fabricated in 16 nm CMOS process which supports flexible data rates in hybrid 4G/LTE-5G MFH networks, including CPRI-10, 25 GbE, 50 GbE, 75 GbE and 100 GbE (eCPRI rates). [1] The structure can adapt to the frequent change of swarm formation, support flexible data transmission among payloads, and improve swarm security in the battlefield. [2] To realize these approaches there is a need for research and innovation with respect to automation and tooling, and furthermore for research into the organizational changes that support flexible data-driven decision-making in the development lifecycle. [3] Rather than using pointers, ParaSail supports flexible data structuring using expandable (and shrinkable) objects implemented using region-based storage management, along with generalized indexing. [4]为了解决这个问题，本文提出了一种采用 16 nm CMOS 工艺制造的离散多音调制 (DMT) ASIC，它支持混合 4G/LTE-5G MFH 网络中的灵活数据速率，包括 CPRI-10、25 GbE、50 GbE、 75 GbE 和 100 GbE（eCPRI 速率）。 [1] 该结构能够适应集群编队的频繁变化，支持载荷间灵活的数据传输，提高战场集群的安全性。 [2] 为了实现这些方法，需要在自动化和工具方面进行研究和创新，此外还需要研究支持开发生命周期中灵活的数据驱动决策的组织变革。 [3] nan [4]
Allows Flexible Data 允许灵活的数据
TFcancer not only provides a user-friendly interface for browsing and searching but also allows flexible data downloading and user data submitting. [1] TFcancer not only provides a user-friendly interface for browsing and searching but also allows flexible data downloading and user data submitting. [2] The proposed method allows flexible data aggregation that ameliorates identification and accuracy. [3] Tensor ICA allows flexible data decomposition and extraction of components consisting of spatial maps, time‐series, and session/subject‐specific weights, which can be used to characterize individual neurofeedback regulation per regulation trial, run, or session. [4]TFcancer不仅提供用户友好的浏览和搜索界面，还允许灵活的数据下载和用户数据提交。 [1] TFcancer不仅提供用户友好的浏览和搜索界面，还允许灵活的数据下载和用户数据提交。 [2] 所提出的方法允许灵活的数据聚合，从而改善识别和准确性。 [3] Tensor ICA 允许灵活的数据分解和提取由空间图、时间序列和会话/主题特定权重组成的组件，可用于表征每个调节试验、运行或会话的单个神经反馈调节。 [4]
Provide Flexible Data
LevelDB by Google and RocksDB by Facebook, have been widely used in a lot of cyber-physical systems scenarios to provide flexible data access and high performance. [1] The SSD framework meets the requirements of semiconductor testing for throughput, latency, and parallel experimental projects; possesses excellent execution efficiency; and provides flexible data storage services in a semiconductor testing environment where processing a large quantity of data is required. [2] As an essential component of cloud computing, cloud storage provides flexible data storage services for individuals and organizations. [3] Cloud computing provides flexible data management and ever-present data access. [4]nan [1] SSD框架满足半导体测试对吞吐量、延迟、并行实验项目的要求；具有出色的执行效率；并在需要处理大量数据的半导体测试环境中提供灵活的数据存储服务。 [2] 云存储作为云计算的重要组成部分，为个人和组织提供灵活的数据存储服务。 [3] nan [4]
With Flexible Data
With flexible data structures and proven Turing-completeness, users can intuitively describe algorithms by mainly focusing on data flow. [1] With flexible data acquisition model and fast imaging algorithm, 3D imaging using drone fleet borne SAR has great potential in real-time monitoring. [2]凭借灵活的数据结构和经过验证的图灵完备性，用户可以通过主要关注数据流来直观地描述算法。 [1] 凭借灵活的数据采集模型和快速的成像算法，使用无人机机载 SAR 的 3D 成像在实时监测方面具有巨大潜力。 [2]
Providing Flexible Data 提供灵活的数据
Secure cloud storage, an emerging cloud service, guarantees the confidentiality of outsourced data while providing flexible data access control for cloud users whose data are out of their physical control. [1] pymia, an open-source Python package, tries to address these issues by providing flexible data handling and evaluation independent of the deep learning framework. [2]安全云存储是一种新兴的云服务，在保证外包数据的机密性的同时，为数据不受物理控制的云用户提供灵活的数据访问控制。 [1] pymia 是一个开源 Python 包，它试图通过提供独立于深度学习框架的灵活数据处理和评估来解决这些问题。 [2]
Yet Flexible Data 灵活的数据
MUON stores multimodal data in an efficient yet flexible data structure, supporting an arbitrary number of omics layers. [1] We present here an R Shiny solution that enables lithic analysts to enter data for both individual artifacts and aggregates of artifacts while maintaining a robust yet flexible data structure. [2]MUON 将多模态数据存储在高效而灵活的数据结构中，支持任意数量的组学层。 [1] 我们在此展示了一个 R Shiny 解决方案，该解决方案使 lithic 分析师能够为单个工件和工件聚合输入数据，同时保持强大而灵活的数据结构。 [2]
flexible data rate 灵活的数据速率
We demonstrate the effectiveness of our proposed architecture using a steer-by-wire (SBW) application over controller area network (CAN) with flexible data rate (CAN FD) as a case study. [1] However, with the development of CANs with flexible data rates (CAN-FD) and CANopen, there has been increased interest regarding the application of CAN-based systems in industrial sites. [2] Flexible data rate allocating, from 12. [3] In 2012, CAN-FD (Flexible data rate) protocol was introduced. [4] To address this problem, this paper presents a Discrete Multi-Tone modulation (DMT) ASIC fabricated in 16 nm CMOS process which supports flexible data rates in hybrid 4G/LTE-5G MFH networks, including CPRI-10, 25 GbE, 50 GbE, 75 GbE and 100 GbE (eCPRI rates). [5] Minimizing frame bus utilization is a difficult issue for a controller area network with flexible data rate (CAN-FD) in automotive cyber-physical systems (ACPS) due to the heterogeneity between frames payload and periods. [6] Besides its precision, the IR-UWB also has low complex hardware, low power consumption, and a flexible data rate that makes it the ideal candidate for ITN. [7] Signal distortion, called ringing, in a controller area network with flexible data rate (CAN-FD) causes asymmetry in propagation delay throughout a network, which is dependent on its physical bus design and becomes a critical issue in limiting the data rate. [8] The software-based wireless system consists a transmitting antenna, two receiving antennas, and a software defined radio, which enable one to transmit and receive multiple frequency band wireless signals with different modulations and a flexible data rate. [9] To overcome the bandwidth limitation of standard CAN, CAN with flexible data rate (CAN FD) has been proposed. [10] Main challenge in wireless communication field is to achieve reliable communication with flexible data rate providing services to large capacity under the restraint of limited power and limited available power and spectrum bandwidth. [11] The ringing and the resulting asymmetry in the propagation delay are the main causes of bandwidth degradation and communication errors in a controller area network (CAN) with flexible data rate. [12] The recent standardization of CAN with flexible data rate (CAN FD), as well as other academic proposals, have highlighted the usefulness of enhancing the CAN physical and data link layers to attain better performance and other features. [13]我们使用具有灵活数据速率 (CAN FD) 的控制器局域网 (CAN) 上的线控转向 (SBW) 应用程序作为案例研究证明了我们提出的架构的有效性。 [1] 然而，随着具有灵活数据速率的 CAN (CAN-FD) 和 CANopen 的发展，人们越来越关注基于 CAN 的系统在工业现场的应用。 [2] nan [3] nan [4] 为了解决这个问题，本文提出了一种采用 16 nm CMOS 工艺制造的离散多音调制 (DMT) ASIC，它支持混合 4G/LTE-5G MFH 网络中的灵活数据速率，包括 CPRI-10、25 GbE、50 GbE、 75 GbE 和 100 GbE（eCPRI 速率）。 [5] nan [6] 除了精度之外，IR-UWB 还具有低复杂硬件、低功耗和灵活的数据速率，使其成为 ITN 的理想选择。 [7] 在具有灵活数据速率 (CAN-FD) 的控制器局域网中，信号失真（称为振铃）会导致整个网络的传播延迟不对称，这取决于其物理总线设计，并成为限制数据速率的关键问题。 [8] nan [9] nan [10] nan [11] nan [12] nan [13]
flexible data collection 灵活的数据收集
The UAVs can interface the ground network with a remote control station or facilitate fast and flexible data collection. [1] The UAVs can interface the ground network with a remote control station or facilitate fast and flexible data collection. [2] Effective technologies are also needed to incorporate flexible data collection workflows through the use of cloud-based storage platforms, where data is stored even more regularly. [3] The system offers a flexible data collection and sharing software platform enhanced by the implementation of international metadata requirement-based standards. [4] A flexible data collection tool adapted from World Health Organization (WHO) for quantitative component, and in-depth interview for qualitative component was used. [5] We believe that the platform could become an effective and flexible data collection and management tool for China's heritage sites, and it has the potential to become the foundation for full lifecycle management. [6] Facilitators which aided recruitment included collaborating with National Health Service hospitals, snowball sampling, flexible data collection, building rapport with participants to gain their trust and researcher's attributes. [7] Three themes were identified: community outreach through trust and partnership-building; using flexible data collection methods such as moving to open-ended interviews rather than closed-ended surveys; and developing community-relevant dissemination strategies such as local newspaper articles, posters, and community workshops. [8] For efficient and more flexible data collection, we train in simulation and transfer the policies to a real robot. [9] The mechanism also reduces the overhead of communication among controllers while choosing and migrating burden of network into suitable target by using both strategies of anti-load fluctuation and flexible data collection. [10] Also, cameras on-board of Unmanned Aerial Vehicles (UAVs) have flexible data collection capabilities allowing adjustments considering the trade-off between data throughput and its resolution. [11] using a suite of strategies to maintain contact with families, using flexible data collection methods, obtaining consent for data linkage for future health and education data). [12] This article presents a way of realizing dynamic and flexible data collection that is easy to implement and follows the principles of good software engineering. [13]无人机可以将地面网络与远程控制站连接，或促进快速灵活的数据收集。 [1] 无人机可以将地面网络与远程控制站连接，或促进快速灵活的数据收集。 [2] 还需要有效的技术来通过使用基于云的存储平台来整合灵活的数据收集工作流程，从而更定期地存储数据。 [3] 该系统提供了一个灵活的数据收集和共享软件平台，通过实施基于国际元数据需求的标准得到增强。 [4] nan [5] nan [6] 协助招募的促进者包括与国家卫生服务医院合作、滚雪球抽样、灵活的数据收集、与参与者建立融洽关系以获得他们的信任和研究人员的属性。 [7] 确定了三个主题：通过信任和建立伙伴关系进行社区外展；使用灵活的数据收集方法，例如转向开放式访谈而不是封闭式调查；制定与社区相关的传播策略，例如当地报纸文章、海报和社区研讨会。 [8] nan [9] nan [10] nan [11] nan [12] nan [13]
flexible data structure 灵活的数据结构
Using open and flexible data structures, Spectre can also be used to analyze data generated by single-cell RNA sequencing (scRNAseq) or high-dimensional imaging technologies, such as Imaging Mass Cytometry (IMC). [1] Our approach models the input space using a generic and flexible data structure and benefits a multi-criteria safety-based heuristic for the objective function targeted for optimization. [2] It consists of three components: a processing module, a flexible data structure, and a powerful graphical interface. [3] MUON stores multimodal data in an efficient yet flexible data structure, supporting an arbitrary number of omics layers. [4] It consists of three components: a processing module, a flexible data structure, and a powerful graphical interface. [5] We present here an R Shiny solution that enables lithic analysts to enter data for both individual artifacts and aggregates of artifacts while maintaining a robust yet flexible data structure. [6] With flexible data structures and proven Turing-completeness, users can intuitively describe algorithms by mainly focusing on data flow. [7] Scenarios are compiled into a flexible data structure called an open dictionary, which allows for the efficient explanation of symptoms. [8] This work contributes to the efficient embedding of DWR space-time adaptive methods into numerical screening tools for challenging problems of physically relevance with a new approach of flexible data structures and algorithms on them, a modularised and complete implementation as well as illustrative examples to show the performance and efficiency. [9] Even though Graphs offer a flexible data structure, handling of Large-scale Graphs is an interesting research problem. [10] Furthermore, the Semantic Web structure interlinks the platform with external Cultural Heritage available linked data and makes it gradually enhanced by specific flexible data structures provided as project specific ontologies. [11] Generalization of the local composite quantile regression estimator to a flexible data structure is appealing to practitioners as empirical studies often encounter categorical data. [12]使用开放和灵活的数据结构，Spectre 还可用于分析由单细胞 RNA 测序 (scRNAseq) 或高维成像技术（如成像质量流式细胞术 (IMC)）生成的数据。 [1] 我们的方法使用通用且灵活的数据结构对输入空间进行建模，并有利于针对优化目标函数的基于安全的多标准启发式算法。 [2] 它由三个组件组成：处理模块、灵活的数据结构和强大的图形界面。 [3] MUON 将多模态数据存储在高效而灵活的数据结构中，支持任意数量的组学层。 [4] nan [5] 我们在此展示了一个 R Shiny 解决方案，该解决方案使 lithic 分析师能够为单个工件和工件聚合输入数据，同时保持强大而灵活的数据结构。 [6] 凭借灵活的数据结构和经过验证的图灵完备性，用户可以通过主要关注数据流来直观地描述算法。 [7] 场景被编译成一个灵活的数据结构，称为开放字典，可以有效地解释症状。 [8] nan [9] nan [10] nan [11] nan [12]