New strategies in Federated Learning enhance privacy and efficiency in machine learning.
― 6 min read
Computer Science - Distributed, Parallel, and Cluster Computing
RSSA new method improves model accuracy by addressing noisy labels in federated learning.
― 7 min read
This framework enhances large-scale network testing through efficient simulations and analysis.
― 6 min read
Cannikin improves DNN training efficiency in diverse machine environments.
― 6 min read
A study on locating harmful points using mobile agents.
― 5 min read
A new method improves data privacy and training efficiency in decentralized learning.
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New strategies enhance consumer management for improved message processing.
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Flashback addresses forgetting in Federated Learning for improved model training and performance.
― 5 min read
A new method enhances communication efficiency in federated learning.
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A new approach to cloud negotiations improves resource allocation and reduces costs.
― 4 min read
A new method improves understanding of cancer cell diversity for better treatments.
― 5 min read
An overview of distributed systems, synchronization, and safety methods.
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A new method enhances federated learning by addressing client differences.
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A new method improves accuracy in assessing photovoltaic system performance loss over time.
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New simulation methods enhance wind turbine design and efficiency.
― 7 min read
A new technique enhances communication between DNN jobs on shared networks.
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A method for agents to optimize solutions without central coordination.
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An overview of stabilizing agreement issues in distributed computing.
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New algorithms improve maximum weight independent set solutions in sparse graphs.
― 5 min read
Combining Federated Learning with privacy techniques protects sensitive data while training models.
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Learn how technology systems communicate and process information effectively.
― 4 min read
Learn how new pruning methods enhance efficiency in deep neural networks without sacrificing accuracy.
― 6 min read
New algorithms improve community detection by addressing connectivity in networks.
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A new algorithm improves task offloading efficiency in mobile edge computing environments.
― 8 min read
Study of how agents reach agreement with limited communication.
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Seer optimizes GPU performance for irregular workloads using smart prediction methods.
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Strategies for effective task distribution among computers in a network.
― 6 min read
A new method enhances consensus in distributed systems amidst noise and faults.
― 5 min read
Examining how memory types impact communication in distributed systems.
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Automated monitoring solutions enhance cloud service efficiency and reliability.
― 5 min read
Research examines FPGA improvements for enhanced market risk analysis efficiency.
― 7 min read
A novel method to find maximal -plexes efficiently in large datasets.
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Learn how multiple computers work together to solve complex problems efficiently.
― 5 min read
Efficient counting solutions for modern applications using approximate methods.
― 5 min read
An overview of approximating triangles in graphs within distributed networks.
― 5 min read
An overview of strong linearizability and its significance in concurrent programming.
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Evaluating state vector and tensor network methods for simulating quantum systems.
― 6 min read
New methods enhance privacy and accuracy in secure computing environments.
― 5 min read
Research shows how power capping GPUs can reduce energy use and temperatures.
― 8 min read
A new framework enhances GNN performance using Processing-In-Memory systems.
― 6 min read