Cloud-Based Benchmarking of Medical Image Analysis, Hanbury Allan, Mьller Henning, Langs Georg
Автор: Allan Hanbury; Henning M?ller; Georg Langs Название: Cloud-Based Benchmarking of Medical Image Analysis ISBN: 3319496425 ISBN-13(EAN): 9783319496429 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: VISCERAL: Evaluation-as-a-Service for Medical Imaging.- Using the Cloud as a Platform for Evaluation and Data Preparation.- Ethical and Privacy Aspects of Using Medical Image Data.- Annotating Medical Image Data.- Datasets created in VISCERAL.- Evaluation Metrics for Medical Organ Segmentation and Lesion Detection.- VISCERAL Anatomy Benchmarks for Organ Segmentation and Landmark Localisation: Tasks and Results.- Retrieval of Medical Cases for Diagnostic Decisions: VISCERAL Retrieval Benchmark.- Automatic Atlas-Free Multi-Organ Segmentation of Contrast-Enhanced CT Scans.- Multi-organ Segmentation Using Coherent Propagating Level Set Method Guided by Hierarchical Shape Priors and Local Phase Information.- Automatic Multi-organ Segmentation using Hierarchically-Registered Probabilistic Atlases.- Multi-Atlas Segmentation Using Robust Feature-Based Registration.- Combining Radiology Images and Clinical Meta-data for Multimodal Medical Case-based Retrieval.- Text and Content-based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.
Описание: This book constitutes the thoroughly refereed proceedings of the 5th International Workshop, PMBS 2014 in New Orleans, LA, USA in November 2014. The 12 full and 2 short papers presented in this volume were carefully reviewed and selected from 53 submissions. The papers cover topics on performance benchmarking and optimization;
The compendium presents the latest results of the most prominent competitions held in the field of Document Analysis and d104 Recognition. It includes a description of the participating systems and the underlying methods on one hand and the datasets used together with evaluation metrics on the other hand. This volume also demonstrates with examples, how to organize a competition and how to make it successful. It will be an indispensable handbook to the document image analysis community.
Автор: David Bermbach; Erik Wittern; Stefan Tai Название: Cloud Service Benchmarking ISBN: 3319554824 ISBN-13(EAN): 9783319554822 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Benchmarking Elastic Cloud Big Data Services under SLA Constraints.- Efficient Multiway Hash Join on Reconfigurable Hardware.- Challenges in Distributed MLPerf.- ADABench - Towards an Industry Standard Benchmark for Advanced Analytics.- TPCx-BB (Big Bench) in a Single-Node Environment.- CBench-Dynamo: A Consistency Benchmark for NoSQL Database Systems.- Benchmarking Databases On-The-Go.- End-to-End Benchmarking of Deep Learning Platforms.- Role of the TPC in the Cloud Age.- Benchmarking Database Cloud Services.- Use Machine Learning Methods to Predict Performance of Storage Devices.
Описание: The selected articles broadly cover topics on massively parallel and high-performance simulations, modeling and simulation, model development and analysis, performance optimization, power estimation and optimization, high performance computing, reliability, performance analysis, and network simulations.
UniBench: A Benchmark for Multi-Model Database Management Systems.- PolyBench: The First Benchmark for Polystores.- Benchmarking Distributed Data Processing Systems for Machine Learning Workloads.- Characterizing the Performance and Resilience of HCI clusters with the TPCx-HCI Benchmark.- Requirements for an Enterprise AI Benchmark.- Requirements for an Enterprise AI Benchmark.- A Comparison of Two Cache Augmented SQL Architectures.- Benchmarking and Performance.- Data Consistency Properties of Document Store as a Service (DSaaS).- Lessons Learned from Performance Benchmarking of TPC-DS using Transwarp with Cisco UCS.
Автор: Raj Madhavan; Edward Tunstel; Elena Messina Название: Performance Evaluation and Benchmarking of Intelligent Systems ISBN: 1489983007 ISBN-13(EAN): 9781489983008 Издательство: Springer Рейтинг: Цена: 21661.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This volume examines performance evaluation and benchmarking of intelligent systems. The chapters cover a range of applications, such as assistive robotics, planetary surveying, urban search and rescue, and line tracking for automotive assembly.
Автор: Raghunath Nambiar; Meikel Poess Название: Performance Evaluation and Benchmarking ISBN: 3642104231 ISBN-13(EAN): 9783642104237 Издательство: Springer Рейтинг: Цена: 9781.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Transaction Processing Performance Council Technology Conference TPCTC 2009 Lyon France August 2428. .
Автор: Stefano Chessa; Stefan Knauth Название: Evaluating AAL Systems Through Competitive Benchmarking ISBN: 3642374182 ISBN-13(EAN): 9783642374180 Издательство: Springer Рейтинг: Цена: 6986.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Organization and technical aspects of the competitions.- Technical description of the competing artefacts.- Experience lessons during the competition.
Автор: Anja Bog Название: Benchmarking Transaction and Analytical Processing Systems ISBN: 3642380697 ISBN-13(EAN): 9783642380693 Издательство: Springer Рейтинг: Цена: 13974.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book introduces a new benchmark for hybrid database systems, gauging the effect of adding OLAP to an OLTP workload and analyzing the impact of commonly used optimizations in historically separate OLTP and OLAP domains in mixed-workload scenarios.
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