A new method for improving task efficiency while managing power consumption.
― 9 min read
Computer Science - Performance
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Learn how quantization improves model efficiency for smaller devices.
― 5 min read
AwkwardForth enhances Uproot for faster ROOT file processing.
― 5 min read
Innovative algorithms improve resource scheduling without precise network state knowledge.
― 5 min read
Learn how range regularization enhances AI model compression and quantization.
― 5 min read
A new model aids in studying DRAM caches and their role in memory systems.
― 5 min read
A new model enhances DRAM cache performance analysis in computer systems.
― 5 min read
CXL memory offers a promising way to meet rising demands for speed and capacity.
― 6 min read
Using machine learning to optimize storage formats for sparse matrices.
― 7 min read
A method to improve performance and save energy in scientific applications.
― 5 min read
Learn how job-size testing can improve computer system performance.
― 6 min read
New representation improves predictions for HPC applications across various hardware systems.
― 6 min read
A study on the efficiency of Java's execution methods.
― 4 min read
Learn how to handle cold-start issues in serverless cloud services effectively.
― 6 min read
This article discusses the importance of computational performance in concept drift detection.
― 7 min read
A new approach improving performance in column-stores through hybrid materialization techniques.
― 6 min read
Data preprocessing is key to efficient deep neural network training.
― 6 min read
Innovative techniques for optimizing sparse matrices in high-performance computing.
― 6 min read
New techniques improve DNN efficiency and robustness for small devices.
― 6 min read
A new technique improves performance tuning for parallel computing applications.
― 6 min read
A look at SecDivCon, a method to protect embedded devices from common vulnerabilities.
― 7 min read
A new benchmark suite evaluates PyTorch models for better performance insights.
― 5 min read
A new GPU-based GEMM design offers speed and real-time error correction.
― 5 min read
Learn how DSA improves data management in modern processors.
― 7 min read
Testing FT-BLAS against leading libraries shows strong performance and effective fault tolerance.
― 6 min read
Exploring how hardware acceleration improves edge computing performance.
― 9 min read
PSqueeze helps identify root causes in online service systems efficiently.
― 5 min read
Discover the benefits of Compressed Packed Memory Array for data storage.
― 4 min read
DietCNN reduces energy use in CNNs for efficient processing on small devices.
― 5 min read
A new method for improved resource management in machine learning.
― 9 min read
Learn how the BB84 protocol secures communication using quantum mechanics.
― 4 min read
A new compiler approach streamlines matrix multiplication for various hardware setups.
― 5 min read
A new AI tool enhances the automation of parallel programming using OpenMP pragmas.
― 6 min read
Learn how waiting times impact various industries and optimize operations.
― 4 min read
A look at performance modeling and its role in deep learning systems.
― 5 min read
This article reviews the Gittins policy's role in optimizing job scheduling.
― 4 min read
TrueKNN improves neighbor search by dynamically adjusting the search radius.
― 6 min read
Introducing the Multiple Comparison Matrix for clearer algorithm evaluation.
― 6 min read
Learn how CPU-GPU systems improve fluid dynamics simulations.
― 5 min read
A model for better predictions of I/O operations in Linux environments.
― 6 min read
A new method enhances accuracy in software performance predictions using focused data groups.
― 7 min read