International Conference on Supercomputing

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The ACM International Conference on Supercomputing (ICS) is the premier international forum for the presentation of research results in high-performance computing systems.

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Seamless Optimization of the GEMM Kernel for Task-based Programming Models

Seamless Optimization of the GEMM Kernel for Task-based Programming Models International Conference on Supercomputing

600 views - 4 years ago

Dynamic Memory Management in Massively Parallel Systems: A Case on GPUs

Dynamic Memory Management in Massively Parallel Systems: A Case on GPUs International Conference on Supercomputing

133 views - 4 years ago

MegTaiChi: Dynamic Tensor-based Memory Management Optimization for DNN Training

MegTaiChi: Dynamic Tensor-based Memory Management Optimization for DNN Training International Conference on Supercomputing

118 views - 4 years ago

Dense Dynamic Blocks: Optimizing SpMM for Processors with Vector and Matrix Units Using ML...

Dense Dynamic Blocks: Optimizing SpMM for Processors with Vector and Matrix Units Using ML... International Conference on Supercomputing

108 views - 4 years ago

Toward Accelerated Stencil Computation by Adapting Tensor Core Unit on GPU

Toward Accelerated Stencil Computation by Adapting Tensor Core Unit on GPU International Conference on Supercomputing

272 views - 4 years ago

High Throughput Multidimensional Tridiagonal Systems Solvers on FPGAs

High Throughput Multidimensional Tridiagonal Systems Solvers on FPGAs International Conference on Supercomputing

90 views - 4 years ago

AnySeq/GPU - A Novel Approach For Faster Sequence Alignment On GPUs

AnySeq/GPU - A Novel Approach For Faster Sequence Alignment On GPUs International Conference on Supercomputing

175 views - 4 years ago

Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures

Efficient, Out-of-Memory Sparse MTTKRP on Massively Parallel Architectures International Conference on Supercomputing

96 views - 4 years ago

Cloak: Tolerating Non-Volatile Cache Read Latency

Cloak: Tolerating Non-Volatile Cache Read Latency International Conference on Supercomputing

26 views - 4 years ago

Fast-Track Cache: A Huge Racetrack Memory L1 Data Cache

Fast-Track Cache: A Huge Racetrack Memory L1 Data Cache International Conference on Supercomputing

81 views - 4 years ago

Parallel K-Clique Counting on GPUs

Parallel K-Clique Counting on GPUs International Conference on Supercomputing

236 views - 4 years ago

SnuHPL: High Performance LINPACK for Heterogeneous GPUs

SnuHPL: High Performance LINPACK for Heterogeneous GPUs International Conference on Supercomputing

1.1K views - 4 years ago

SparseLNR: Accelerating Sparse Tensor Computations Using Loop Nest Restructuring

SparseLNR: Accelerating Sparse Tensor Computations Using Loop Nest Restructuring International Conference on Supercomputing

134 views - 4 years ago

VICO: Demand-driven Verification for Improving Compiler Optimizations

VICO: Demand-driven Verification for Improving Compiler Optimizations International Conference on Supercomputing

22 views - 4 years ago

Optimized MPI Collective Algorithms for Dragonfly Topology

Optimized MPI Collective Algorithms for Dragonfly Topology International Conference on Supercomputing

1.1K views - 4 years ago

Lifting C Semantics for Dataflow Optimization

Lifting C Semantics for Dataflow Optimization International Conference on Supercomputing

21 views - 4 years ago

Towards Low-Latency I/O Services for Mixed Workloads Using Ultra-Low Latency SSDs

Towards Low-Latency I/O Services for Mixed Workloads Using Ultra-Low Latency SSDs International Conference on Supercomputing

94 views - 4 years ago

Bring Orders into Uncertainty: Enabling Efficient Uncertain Graph Processing via Novel Path Sampl...

Bring Orders into Uncertainty: Enabling Efficient Uncertain Graph Processing via Novel Path Sampl... International Conference on Supercomputing

65 views - 4 years ago

CEAZ: Accelerating Parallel I/O via Hardware-Algorithm Co-Designed Adaptive Lossy Compression

CEAZ: Accelerating Parallel I/O via Hardware-Algorithm Co-Designed Adaptive Lossy Compression International Conference on Supercomputing

25 views - 4 years ago

Efficient Exact K-Nearest Neighbor Graph Construction for Billion-Scale Datasets on GPUs TensorCores

Efficient Exact K-Nearest Neighbor Graph Construction for Billion-Scale Datasets on GPUs TensorCores International Conference on Supercomputing

165 views - 4 years ago

Software-Defined Floating-Point Number Formats And Their Application To Graph Processing

Software-Defined Floating-Point Number Formats And Their Application To Graph Processing International Conference on Supercomputing

34 views - 4 years ago

MASTIFF: Structure-Aware Minimum Spanning Tree/Forest

MASTIFF: Structure-Aware Minimum Spanning Tree/Forest International Conference on Supercomputing

29 views - 4 years ago

KrakenOnMem: A Memristor-Augmented HW/SW Framework for Taxonomic Profiling

KrakenOnMem: A Memristor-Augmented HW/SW Framework for Taxonomic Profiling International Conference on Supercomputing

48 views - 4 years ago

Clairvoyant: A Log-Based Transformer-Decoder for Failure Prediction in Large-Scale Systems

Clairvoyant: A Log-Based Transformer-Decoder for Failure Prediction in Large-Scale Systems International Conference on Supercomputing

34 views - 4 years ago

Preparing for Performance Analysis at Exascale

Preparing for Performance Analysis at Exascale International Conference on Supercomputing

23 views - 4 years ago

uiCA: Accurate Throughput Prediction of Basic Blocks on Recent Intel Microarchitectures

uiCA: Accurate Throughput Prediction of Basic Blocks on Recent Intel Microarchitectures International Conference on Supercomputing

108 views - 4 years ago

Beyond Time Complexity: Data Movement Complexity Analysis for Matrix Multiplication

Beyond Time Complexity: Data Movement Complexity Analysis for Matrix Multiplication International Conference on Supercomputing

100 views - 4 years ago

Rethinking Graph Data Placement for Graph Neural Network Training on Multiple GPUs

Rethinking Graph Data Placement for Graph Neural Network Training on Multiple GPUs International Conference on Supercomputing

90 views - 4 years ago

Handling Heavy-tailed Input of Transformer Inference on GPUs

Handling Heavy-tailed Input of Transformer Inference on GPUs International Conference on Supercomputing

70 views - 4 years ago

PAME: Precision-Aware Multi-Exit DNN Serving for Reducing Latencies of Batched Inferences

PAME: Precision-Aware Multi-Exit DNN Serving for Reducing Latencies of Batched Inferences International Conference on Supercomputing

57 views - 4 years ago

A Data-Centric Optimization Framework for Machine Learning

A Data-Centric Optimization Framework for Machine Learning International Conference on Supercomputing

123 views - 4 years ago

GAPS: GPU-Acceleration of PDE Solvers for Wave Simulation

GAPS: GPU-Acceleration of PDE Solvers for Wave Simulation International Conference on Supercomputing

54 views - 4 years ago

The Rise of Matrix Processing

The Rise of Matrix Processing International Conference on Supercomputing

1K views - 4 years ago

SnuQS: Scaling Quantum Circuit Simulation using Storage Devices

SnuQS: Scaling Quantum Circuit Simulation using Storage Devices International Conference on Supercomputing

170 views - 4 years ago

ASAP: Automatic Synthesis of Area-Efficient and Precision-Aware CGRAs

ASAP: Automatic Synthesis of Area-Efficient and Precision-Aware CGRAs International Conference on Supercomputing

107 views - 4 years ago

LITE: A Low-Cost Practical Inter-Operable GPU TEE

LITE: A Low-Cost Practical Inter-Operable GPU TEE International Conference on Supercomputing

68 views - 4 years ago

Large-Scale Visual Analysis in the Age of Data

Large-Scale Visual Analysis in the Age of Data International Conference on Supercomputing

27 views - 4 years ago

Efficiently Emulating High-Bitwidth Computation with Low-Bitwidth Hardware

Efficiently Emulating High-Bitwidth Computation with Low-Bitwidth Hardware International Conference on Supercomputing

30 views - 4 years ago

Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models

Performance-Detective: Automatic Deduction of Cheap and Accurate Performance Models International Conference on Supercomputing

19 views - 4 years ago

Low Overhead and Context Sensitive Profiling of GPU-accelerated Applications

Low Overhead and Context Sensitive Profiling of GPU-accelerated Applications International Conference on Supercomputing

65 views - 4 years ago

Calipers: A Criticality-aware Framework for Modeling Processor Performance

Calipers: A Criticality-aware Framework for Modeling Processor Performance International Conference on Supercomputing

107 views - 4 years ago

The Computing and Information Science and Engineering Landscape: A Look Forward

The Computing and Information Science and Engineering Landscape: A Look Forward International Conference on Supercomputing

67 views - 4 years ago