The proceedings contain 6 papers. The topics discussed include: a case for persist barriers in gpus;overcoming the difficulty of large-scale CGH generation on multi-GPU cluster;transparent avoidance of redundant data ...
ISBN:
(纸本)9781450356473
The proceedings contain 6 papers. The topics discussed include: a case for persist barriers in gpus;overcoming the difficulty of large-scale CGH generation on multi-GPU cluster;transparent avoidance of redundant data transfer on GPU-enabled Apache Spark;GPU-based acceleration of detailed tissue-scale cardiac simulations;MaxPair: enhance OpenCL concurrent kernel execution by weighted maximum matching;oversubscribed command queues in gpus;and generating high performance GPU code using rewrite rules with lift.
The proceedings contain 10 papers. The topics discussed include: GPU centric extensions for parallel strongly connected components computation;general-purpose join algorithms for large graph triangle listing on hetero...
ISBN:
(纸本)9781450341950
The proceedings contain 10 papers. The topics discussed include: GPU centric extensions for parallel strongly connected components computation;general-purpose join algorithms for large graph triangle listing on heterogeneous systems;performance portable GPU code generation for matrix multiplication;multi-stage programming for gpus in C++ using PACXX;simplifying programming and load balancing of data parallel applications on heterogeneous systems;keynote: working together to build the heterogeneous processing ecosystem;implementing directed acyclic graphs with the heterogeneous system architecture;GPUpIO: the case for I/O-driven preemption on gpus;a systems perspective on GPU computing: a tribute to Karsten Schwan;designing high performance communication runtime for GPU managed memory: early experiences;and effective resource management for enhancing performance of 2D and 3D stencils on gpus.
The proceedings contain 6 papers. The topics discussed include: scatter-and-gather revisited: high-performance side-channel-resistant AES on gpus;detailed characterization of deep neural networks on gpus and FPGAs;whi...
ISBN:
(纸本)9781450362559
The proceedings contain 6 papers. The topics discussed include: scatter-and-gather revisited: high-performance side-channel-resistant AES on gpus;detailed characterization of deep neural networks on gpus and FPGAs;which graph representation to select for static graph-algorithms on a CUDA-capable GPU;KNN-joins using a hybrid approach: exploiting CPU/GPU workload characteristics;characterizing CUDA unified memory (UM)-AwareMPI designs on modern GPU architectures;and quantifying the NUMA behavior of partitioned GPGPU applications.
The proceedings contain 16 papers. The topics discussed include: comparison based sorting for systems with multiple gpus;reducing divergence in GPGPU programs with loop merging;split tiling for gpus: automatic paralle...
ISBN:
(纸本)9781450320177
The proceedings contain 16 papers. The topics discussed include: comparison based sorting for systems with multiple gpus;reducing divergence in GPGPU programs with loop merging;split tiling for gpus: automatic parallelization using trapezoidal tiles to reconcile parallelism and locality, avoiding divergence and load imbalance;formalizing address spaces with application to Cuda, OpenCL, and beyond;memory reuse optimizations in the RStream compiler;Valar: a benchmark suite to study the dynamic behavior of heterogeneous systems;input-aware autotuning for directive-based GPU programming;betweenness centrality on gpus and heterogeneous architectures;atomic-free irregular computations on gpus;accelerating simulation of agent-based models on heterogeneous architectures;fast dynamic memory allocator for massively parallel architectures;and exploring GPU architectures to accelerate semantic comparison for intention-based search.
The proceedings contain 7 papers. The topics discussed include: GPU auto-tuning framework for optimal performance and power consumption;LATOA: load-aware task offloading and adoption in GPU;understanding portability o...
ISBN:
(纸本)9798400707766
The proceedings contain 7 papers. The topics discussed include: GPU auto-tuning framework for optimal performance and power consumption;LATOA: load-aware task offloading and adoption in GPU;understanding portability of automotive workload: a case study with the points-to-image kernel in SYCL on heterogeneous computing platforms;simple out of order core for GPgpus;lightweight register file caching in collector units for gpus;exploiting scratchpad memory for deep temporal blocking: a case study for 2D Jacobian 5-point iterative stencil kernel (j2d5pt);and understanding scalability of multi-GPU systems.
The proceedings contain 12 papers. The topics discussed include: application-aware memory system for fair and efficient execution of concurrent GPGPU applications;efficient instrumentation of GPGPU applications using ...
ISBN:
(纸本)9781450327664
The proceedings contain 12 papers. The topics discussed include: application-aware memory system for fair and efficient execution of concurrent GPGPU applications;efficient instrumentation of GPGPU applications using information flow analysis and symbolic execution;measuring GPU power with the K20 built-in sensor;performance evaluation and optimization mechanisms for interoperable graphics and computation on gpus;GLZSS: LZSS lossless data compression can be faster;ad-heap: an efficient heap data structure for asymmetric multicore processors;a CPU-GPU hybrid implementation and model-driven scheduling of the fast multipole method;ParallelJS: an execution framework of JavaScript on heterogeneous systems;APR: a novel parallel repacking algorithm for efficient GPGPU parallel code transformation;and exploiting GPU hardware saturation for fast compiler optimization.
The proceedings contain 34 papers. The topics discussed include: exploring intelligent dynamic resource provisioning for elastic massive MIMO vRAN;a peek into 5G NSA vs. SA control plane performance;spatial video stre...
ISBN:
(纸本)9798400714030
The proceedings contain 34 papers. The topics discussed include: exploring intelligent dynamic resource provisioning for elastic massive MIMO vRAN;a peek into 5G NSA vs. SA control plane performance;spatial video streaming on Apple Vision Pro XR headset;is WTSN the missing piece for low latency in general-purpose Wi-Fi?;VitalHide: enabling privacy-aware wireless sensing of vital signs;using radar for edge-based live learning;SensorBench: benchmarking LLMs in coding-based sensor processing;make way for ducklings: centering data files in sensor networks;RFBridge: ultra-wideband reconfigurable metamaterial surface enabling frequency conversion;and advancing immersive content delivery with dynamic 3D gaussian splatting.
Modern general-purpose speech recognition systems are more robust in languages with high resources. However, achieving state-of-the-art accuracy for low-resource languages is still challenging. To deal with this chall...
详细信息
The proceedings contain 6 papers. The topics discussed include: near LLC versus near main memory processing;accelerating data transfer between host and device using idle GPU;systematically extending a high-level code ...
ISBN:
(纸本)9781450393485
The proceedings contain 6 papers. The topics discussed include: near LLC versus near main memory processing;accelerating data transfer between host and device using idle GPU;systematically extending a high-level code generator with support for tensor cores;compiler-assisted scheduling for multi-instance gpus;ScaleServe: a scalable multi-GPU machine learning inference system and benchmarking suite;and understanding wafer-scale GPU performance using an architectural simulator.
The proceedings contain 5 papers. The topics discussed include: accelerating stencil computations on a GPU by combining using tensor cores and temporal blocking;exploring page-based RDMA for irregular GPU workloads: a...
ISBN:
(纸本)9798400707766
The proceedings contain 5 papers. The topics discussed include: accelerating stencil computations on a GPU by combining using tensor cores and temporal blocking;exploring page-based RDMA for irregular GPU workloads: a case study on NVMe-backed GNN execution;GPU-acceleration of neighborhood-based dimensionality reduction algorithm EmbedSOM;cache cohort GPU scheduling;and regular expressions on modern GPgpus.
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