A new framework addresses challenges in designing distributed deep learning applications.
― 5 min read
Computer Science - Distributed, Parallel, and Cluster Computing
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A look into edge-based video analytics and its impact on various sectors.
― 5 min read
Explore how FPGA enhances key-value store performance for modern applications.
― 5 min read
New algorithm improves Silhouette score calculations for big data.
― 4 min read
A new compiler optimization method enhances data access speeds in distributed systems.
― 6 min read
A novel approach to managing data flow in 6G Cloud Radio Access Networks.
― 4 min read
An overview of consensus and protocols in distributed systems.
― 5 min read
A new method enhances multi-agent decision-making efficiency.
― 8 min read
PADME enables secure data analysis while respecting privacy rules in social science.
― 5 min read
Research shows effective communication in noisy beeping networks can achieve complex tasks.
― 7 min read
Using machine learning to optimize storage formats for sparse matrices.
― 7 min read
Researchers use neural networks to improve in situ visualization for large datasets.
― 7 min read
New method highlights unsolvable tasks in distributed computing due to agent failures.
― 6 min read
A method to improve performance and save energy in scientific applications.
― 5 min read
This paper presents a faster method for the Maximal Independent Set problem.
― 4 min read
Addressing the hurdles of CI in high-performance computing environments.
― 5 min read
A new method enhances broadcasting and leader election in radio networks.
― 6 min read
A fresh approach to synchronizing transaction pools can boost blockchain efficiency.
― 6 min read
Effective workload prediction using advanced GRU neural networks for resource management.
― 7 min read
NNQMD techniques are transforming material science research through enhanced atomic simulations.
― 5 min read
Partitioning divides data into manageable groups, enhancing system performance.
― 4 min read
A new middleware simplifies data synchronization for various application needs.
― 6 min read
New methods enhance coflow scheduling to better meet critical deadlines in data centers.
― 5 min read
A decentralized method for verifying device locations in smart city environments.
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CosDefense effectively filters harmful updates, safeguarding federated learning performance.
― 4 min read
Experts discuss challenges and advancements in scientific workflows.
― 6 min read
This work enhances quantum circuit simulations using Tensor Cores and automatic precision selection.
― 6 min read
This article details an implementation of the even-odd Wilson fermion matrix using A64FX.
― 6 min read
A study on the effectiveness of FedAvg and FedCurv under non-IID conditions.
― 5 min read
GreenScale optimizes computing systems for lower carbon emissions through smart scheduling.
― 6 min read
Examining the challenges and solutions of Byzantine faults in distributed systems.
― 6 min read
A method to improve task scheduling in multi-cloud environments focusing on cost and reliability.
― 5 min read
Effective malware detection methods are vital for IoT network safety.
― 6 min read
Machine learning transforms data sharing by improving quality and accessibility.
― 5 min read
A new library enhances complex calculations in PIM architectures.
― 6 min read
Dynamic camera orientations improve video analytics accuracy and resource efficiency.
― 5 min read
The P-Set improves data management with flexible additions and removals.
― 6 min read
This tool predicts performance and cost trade-offs across varying computing systems.
― 6 min read
A new GPU-based approach speeds up detecting subsequence anomalies in time series.
― 6 min read
A look at how cycles in graphs impact computer science.
― 5 min read
A look at how to reach agreement in changing communication systems.
― 5 min read