Euro-Par 2019: Parallel Processing : 25th International Conference on Parallel and Distributed Computing, Göttingen, Germany, August 26-30, 2019, Proceedings - Softcover

Softcover

ISBN 10: 3030294013 ISBN 13: 9783030294014

Verlag: Springer, 2019

Inhaltsangabe

Online Fault Classification in HPC Systems through Machine Learning.- Accelerating Data-Dependence Profiling with Static Hints.- Multi-Valued Expression Analysis for Collective Checking.-  Towards Portable Online Prediction of Network Utilization using MPI-level Monitoring.- A Comparison of Random Task Graph Generation Methods for Scheduling Problems.- Code Region Characterization Using a Reduced Space of Hardware Counters.- Combining checkpointing and data compression to accelerate adjoint-based optimization problems.- Linear Time Algorithms for Multiple Cluster Scheduling and Multiple Strip Packing.- Scheduling on Two Unbounded Resources with Communication Costs.- Improving Fairness in a Large Scale HTC System Through Workload Analysis and Simulation.- Contention-aware Task Scheduler for Concurrent Hierarchical Operations.- Load-Balancing for Parallel Delaunay Triangulations.- Design-Space Exploration with Multi-Objective Resource-Aware Modulo Scheduling.- Implementing YewPar: a Framework for Parallel Tree Search.- PLB-HAC: Dynamic Load-Balancing for Heterogeneous Accelerator Clusters.- Enhancing the Programmability and Performance Portability of GPU Tensor Operations.- Unified and Scalable Incremental Recommenders with Consumed Item Packs.- Declarative Big Data Analysis for High-Energy Physics: TOTEM Use Case.- Clustering as Approximation Method to Optimize Hydrological Simulations.- YOLO: Speeding up VM and Docker Boot Time by reducing I/O operations.- Celerity: High-level C++ for Accelerator Clusters.- Dataflow Execution of Hierarchically Tiled Arrays.- Scalable FIFO Channels for Programming via Communicating Sequential Processes.- TWA - Ticket Locks Augmented with a Waiting Array.- Enabling Resilience in Asynchronous Many-Task Programming Models.- Avoiding Scalability Collapse by Restricting Concurrency.- Graph Coloring using GPUs.- Featherlight Speculative Task Parallelism.- One Table to Count Them All: Parallel Frequency Estimation on Single-Board Computers.- Fine-grained MPI+OpenMP plasma simulations: communication overlap with dependent tasks.- Parallel Adaptive Sampling with almost no Synchronization.- Parallel Streaming Random Sampling.- Cholesky and Gram-Schmidt Orthogonalization for Tall-and-Skinny QR Factorizations on Graphic Processors.- Automatic exploration of reduced floating-point representations in iterative methods.- Linear Systems Solvers for Distributed Memory Machines with GPU Accelerators.- Radio-Astronomical Imaging: FPGAs vs GPUs.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2019
• ISBN 10: 3030294013
• ISBN 13: 9783030294014
• Einband: Tapa blanda
• Sprache: Englisch
• Anzahl der Seiten: 554
• Herausgeber: Yahyapour Ramin
• Kontakt zum Hersteller: Nicht verfügbar