Machine LearningCoded Computing: A Recipe for SuccessCoded computing offers a fresh approach to optimize server efficiency.
― 6 min read
Exploring the optimization of DNNs for devices with limited energy supply.
― 6 min read
Examining the challenges in constructing data centers for training large language models.
― 5 min read
DRLQ enhances task assignment for quantum resources, boosting efficiency in cloud computing.
― 4 min read
This article explores the benefits of using FP8 in federated learning.
― 5 min read
Strategies for minimizing carbon emissions in datacenters through improved predictions.
― 5 min read
MIREncoder improves code optimization using multi-modal representation and machine learning.
― 7 min read
A formal approach to verify the correctness of DAG-based consensus protocols.
― 10 min read
A new system speeds up image creation while maintaining quality.
― 7 min read
A new framework improves federated learning while ensuring data privacy.
― 6 min read
A new system enhances ML model serving by combining accuracy and hardware scaling.
― 8 min read
This method improves communication efficiency in federated learning while preserving data privacy.
― 6 min read
A method for calculating averages while keeping node data private.
― 5 min read
A new system aims to improve speed and efficiency in analyzing genetic data.
― 6 min read
Edge AI processes data closer to its source, improving speed and security.
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Research highlights strategies for reducing energy use in large language models.
― 5 min read
A look into grid networks, their components, and management strategies.
― 5 min read
New method improves model performance on unseen data.
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New techniques improve training speeds for deep learning recommendation models.
― 5 min read
This article explores key techniques for compressing large scientific datasets effectively.
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This study examines how network layout affects decentralized federated learning amidst Byzantine threats.
― 5 min read
This article explores new methods for simulating fluid flows with GPU technology.
― 5 min read
pFedDIL improves machine learning by retaining knowledge while adapting to new tasks.
― 6 min read
An overview of cloud and on-premise AI infrastructures.
― 6 min read
This study reveals how shared randomness improves efficiency in solving local distributed problems.
― 5 min read
This article discusses enhancing fault tolerance in hybrid workflows using recovery methods.
― 8 min read
A streamlined approach to implementing Orthogonal Matching Pursuit for sparse solutions.
― 5 min read
A method to improve deep learning deployment on limited-resource devices.
― 5 min read
An overview of the interactions in Cyber Physical Systems and their implications.
― 6 min read
A new method addresses data challenges in AI for healthcare.
― 6 min read
Learn how software engineering can lead to energy-efficient practices in technology.
― 6 min read
BoostCom speeds up comparison tasks in FHE, improving efficiency for encrypted data.
― 5 min read
A new method makes causal relationship analysis more efficient and manageable.
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A guide to various Kubernetes setups and their functionalities.
― 6 min read
New method enhances efficiency in solving optimal control problems with PDEs.
― 5 min read
A new method to manage workloads efficiently by optimizing core usage.
― 4 min read
Explore the fundamentals of Federated Learning and its importance in data privacy.
― 6 min read
A formal approach to ensure reliability in stateful dataflow systems like Apache Flink.
― 6 min read
A study comparing hierarchical inference and traditional methods in edge devices.
― 6 min read
Recent developments improve speed and efficiency in quantum circuit simulations.
― 4 min read