Algorithms and Architectures for Parallel Processing: 20th International Conference, Ica3pp 2020, New York City, Ny, Usa, October 2-4, 2020, Proceedin

ISBN-13: 9783030602444 / Angielski / Miękka / 2020 / 734 str.

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Spis treści

COMBS: First Open-Source based Benchmark Suite for Multi-Physics Simulation Relevant HPC Research.- Efficient Sorting and Join on NVM-Based Hybrid Memory.- Parallel SCC Detection Based on Reusing Warps and Coloring Partitions on GPUs.- Procedure and Loop Level Speculative Parallelism Analysis in HPEC.- CTA: A Critical Task Aware Scheduling Mechanism for Dataflow Architecture.- An Adaptive Thread Partitioning Approach in Speculative Multithreading.- PMC-based dynamic adaptive CPU and DRAM power modeling.- A Multi-threaded Algorithm for Capacity Constrained Assignment over Road Networks.- A Dynamic Scheduling Strategy of ADMM Sub-problem Optimization Algorithm Based on Hierachical Structure.- An Improved Heterogeneous Dynamic List Schedule Algorithm.- FastThetaJoin: An Optimization on Multi-way Data Stream $\theta$-join with Range Constraints.- A Distributed Framework for Online Stream Data Clustering.- End-System Aware Large File Transfer Solution for Rich Media Applications over 5G Mobile Networks.- Broad Learning System with Proportional-Integral-Differential Gradient Descent.- Accelerating De Novo Assembler WTDBG2 on Commodity Servers.- Typing Everywhere With EMG Keyboard: A Novel Myo Armband-based HCI Tool.- Accelerating Pattern Matching on Intel Xeon Phi Processors.- Redistributing and Optimizing High-Resolution Ocean Model POP2 to Million Sunway Cores.- Performance Optimization for Feature Extraction Section of DeepChem.- Principal Component Analysis Based Fingerprint Positioning.- Priority Based Service Placement Strategy in Heterogeneous Mobile Edge Computing.- VTC: a scheduling framework between soft real-time and hard real-time on multimedia OS.- A BSP Based Approach For NFAs Intersection.- Tight Bound of Parallel Request Latency for Erasure-Coded Distributed Storage System.- High-Performance Simulations on GPUs using Adaptive Time Steps.- Performance Modeling of Stencil Computation on SW26010 Processors.- Optimizing B+-Tree Searches on coupled CPU-GPU architectures.- OCVM: Optimizing the Isolation of Virtual Machines with Open-Channel SSDs.- CANRT: A Client-Active NVM-based Radix Tree for Fast Remote Access.- Distributed and Parallel Ensemble Classification for Big Data Based on Kernel Density Estimation and Random Sample Partition.- SWAF: A Distributed Solar WSN Adaptive Framework.- Formalizing and Verifying Decentralized Systems with Extended Concurrent Separation Logic.- PRIAG: Proximal Reweighted Incremental Aggregated Gradient Algorithm for Distributed Optimizations.- Decentralized Expectation Maximization Algorithm.- Towards a Deep-pipelined Architecture for Accelerating Deep GCN on a Multi-FPGA Platform.- Linear Scalability from Sharding and PoS.- Tree2tree Structural Language Modeling for Compiler Fuzzing.- Research and Design of Distribution Equipment Health Early Warning System.- Parallel Processing Algorithms for the Vehicle Routing Problem and its Variants: A Literature Review with a Look into the Future.- Multi-Scaled Non-Local Means Parallel Filters for Medical Image Denoising.- Optimized HybridSketch: More Efficient with Analysis and Algorithm.- An Overlapping Community Detection Algorithm based on Triangle Reduction Weighted for Large-scale Complex Network.- Parallel Belief Propagation Optimized by Coloring on GPUs.- A Multiplatform Parallel Approach for Lattice Sieving Algorithms.- Effect of Evaporation on Aggregation Kinetics of Clusters: A Monte Carlo Simulation Study.- Processing in Memory Assisted MEC 3C Resource Allocation for Computation Offloading.- Beacons Selection Based Localization in    Wireless Sensor Networks.- A Periodic Variable Star Observation System with High Accuracy Based on Star Sensors.