The proceedings contain 114 papers. The topics discussed include: distributed-memory algorithms for maximum cardinality matching in bipartite graphs;ARCHER: effectively spotting data races in large OpenMP applications...
ISBN:
(纸本)9781509021406
The proceedings contain 114 papers. The topics discussed include: distributed-memory algorithms for maximum cardinality matching in bipartite graphs;ARCHER: effectively spotting data races in large OpenMP applications;algorithm and architecture independent benchmarking with SEAK;design and implementation of a parallel research kernel for assessing dynamic load-balancing capabilities;VNRE: flexible and efficient acceleration for network redundancy elimination;analyzing network health and congestion in dragonfly-based supercomputers;random regular graph and generalized de Bruijn graph with k-shortest path routing;deflection containment for bufferless network-on-chips;RUPS: fixing relative distances among urban vehicles with context-aware trajectories;hybrid dynamic trees for extreme-resolution 3D sparse data modeling;and optimization of an electromagnetics code with multicore wavefront diamond blocking and multi-dimensional intra-tile parallelization.
The proceedings contain 222 papers. The topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving both through hardware-aware...
ISBN:
(纸本)9781665435741
The proceedings contain 222 papers. The topics discussed include: DRL-deploy: adaptive service function chains deployment with deep reinforcement learning;accuracy vs. efficiency: achieving both through hardware-aware quantization and reconfigurable architecture with mixed precision;cmss: collaborative modeling of safety and security requirements for network protocols;FGPA: fine-grained pipelined acceleration for depthwise separable CNN in resource constraint scenarios;Dyacon: JointCloud dynamic access control model of data security based on verifiable credentials;understanding the runtime overheads of deep learning inference on edge devices;and alleviating imbalance in synchronous distributed training of deep neural networks.
The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metapho...
ISBN:
(纸本)9781665414852
The proceedings contain 202 papers. The topics discussed include: multi-relational graph convolutional networks for skeleton-based action recognition;identifying the right person in social networks with double metaphone codes;a novel strong cache consistency mechanism in ICN based on role division and lease model;demystifying the largest live game streaming platform via black-box measurement;framework-agnostic optimization of repeated skewed joins at massive scale;remote procedure call optimization of big data systems based on data awareness;MCSEC: secure coded matrix multiplication scheme for edge computing with minimum communication cost;low-rate DoS attack detection based on WPD-EE algorithm;user identity linkage across location-based social networks with spatio-temporal check-in patterns;optimizing 3-D placement of multiple UAVs based on Taguchi’s method;and feature envy detection based on Bi-LSTM with self-attention mechanism.
The proceedings contain 109 papers. The topics discussed include: balanced coloring for parallel computing applications;high-performance graph analytics on manycore processors;scalable community detection with the Lou...
ISBN:
(纸本)9781479986484
The proceedings contain 109 papers. The topics discussed include: balanced coloring for parallel computing applications;high-performance graph analytics on manycore processors;scalable community detection with the Louvain algorithm;cooperative computing for autonomous data centers;divide and conquer symmetric tridiagonal eigensolver for multicore architectures;contention-based nonminimal adaptive routing in high-radix networks;identifying the culprits behind network congestion;embedding nonblocking multicast virtual networks in fat-tree data centers;cashmere: heterogeneous many-core computing;a scheduling and runtime framework for a cluster of heterogeneous machines with multiple accelerators;hierarchical DAG scheduling for hybrid distributed systems;pushing the performance envelope of modular exponentiation across multiple generations of GPUs;and addressing fairness in SMT multicores with a progress-aware scheduler.
The proceedings contain 143 papers. The topics discussed include: bridging the gap between performance and bounds of Cholesky factorization on heterogeneous platforms;efficient message logging to support process repli...
ISBN:
(纸本)0769555101
The proceedings contain 143 papers. The topics discussed include: bridging the gap between performance and bounds of Cholesky factorization on heterogeneous platforms;efficient message logging to support process replicas in a volunteer computing environment;early multi-node performance evaluation of a knights corner (KNC) Based NASA supercomputer;mini-NOVA: a lightweight ARM-based virtualization microkernel supporting dynamic partial reconfiguration;real-time multiprocessor architecture for sharing stream processing accelerators;relocation-aware floorplanning for partially-reconfigurable FPGA-based systems;experiences with compiler support for processors with exposed pipelines;performance modeling of matrix multiplication on 3d memory integrated FPGA;enhancing speedups for FPGA accelerated SPICE through frequency scaling and precision reduction;and an automated high-level design framework for partially reconfigurable FPGAs.
The proceedings contain 17 papers. The topics discussed include: large-scale graphs community detection using spark GraphFrames;design and development of XiveNet: a hybrid CAN research testbed;SmartShip: data decoding...
ISBN:
(纸本)9798350369199
The proceedings contain 17 papers. The topics discussed include: large-scale graphs community detection using spark GraphFrames;design and development of XiveNet: a hybrid CAN research testbed;SmartShip: data decoding optimization for onboard AI anomaly detection;a methodology for computing irrational numbers;voxelization of moving deformable geometries on GPU;high-performance simulations for urban planning: implementing paralleldistributed multi-agent systems in MATSim;towards end-to-end compression in Lustre;distributed, continuous and real-time trajectory similarity search;toward profiling IoT processes for remote service attestation;and real-time routing in traffic simulations: a distributed event processing approach.
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU me...
ISBN:
(纸本)9798400706424
The proceedings contain 6 papers. The topics discussed include: Proteus: towards intent-driven automated resource management framework for edge sensor nodes;breaking the memory wall: a study of I/O patterns and GPU memory utilization for hybrid CPU-GPU offloaded optimizers;high-throughput computing: case study of medical image processing applications;GWLZ: a group-wise learning-based lossy compression framework for scientific data;towards efficient learning on the computing continuum: advancing dynamic adaptation of federated learning;and Hydra: brokering cloud and HPC resources to support the execution of heterogeneous workloads at scale.
The proceedings contain 161 papers. The topics discussed include: deep learning for phishing detection;a partition matching method for optimal attack path analysis;an energy and robustness adjustable optimization meth...
ISBN:
(纸本)9781728111414
The proceedings contain 161 papers. The topics discussed include: deep learning for phishing detection;a partition matching method for optimal attack path analysis;an energy and robustness adjustable optimization method of file distribution services;deriving the political affinity of twitter users from their followers;on the usability of big (social) data;re-running large-scale parallel programs using two nodes;predicting hacker adoption on darkweb forums using sequential rule mining;an on-the-fly scheduling strategy for distributed stream processing platform;deadlock-free adaptive routing based on the repetitive turn model for 3D network-on-chip;and radix: enabling high-throughput georeferencing for phenotype monitoring over voluminous observational data.
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID d...
ISBN:
(纸本)9798350329223
The proceedings contain 153 papers. The topics discussed include: transaction data management optimization based on multi-partitioning in blockchain systems;semi-asynchronous federated learning optimized for NON-IID data communication based on tensor decomposition;HKTGNN: hierarchical knowledge transferable graph neural network-based supply chain risk assessment;DQR-TTS: semi-supervised text-to-speech synthesis with dynamic quantized representation;deep reinforcement learning-based network moving target defense in DPDK;iNUMAlloc: towards intelligent memory allocation for AI accelerators with NUMA;and predictive queue-based low latency congestion detection in data center networks.
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