Distributed, Parallel, and Cluster ComputingImproving Particle Interaction Calculations with GPUsNew methods boost particle interaction calculations using Graphics Processing Units.
― 5 min read
Machine LearningThe Impact of AI on Scientific ResearchAI transforms how scientists tackle complex research challenges.
― 6 min read
Distributed, Parallel, and Cluster ComputingImproving Deep Learning with Graph Pipeline ParallelismNew method enhances DNN training efficiency and reduces memory use.
― 6 min read
Fluid DynamicsAdvancements in Simulating Turbulent Multiphase FlowsThis article discusses the role of GPUs in simulating complex multiphase flows.
― 6 min read
Logic in Computer ScienceAnalyzing Agent Interactions with Impure Simplicial ComplexesA look at how impure simplicial complexes improve understanding of complex agent interactions.
― 7 min read
Cryptography and SecurityAdvancing Satellite Communication with BlockchainThis article discusses improving satellite communication through blockchain technology.
― 5 min read
Distributed, Parallel, and Cluster ComputingImproving Energy Efficiency in High-Performance ComputingNew framework enhances energy use monitoring in FaaS systems for better efficiency.
― 7 min read
Machine LearningAdvancing Language Models with Federated LearningFedBiOT improves large language models while keeping data private and resource usage low.
― 5 min read
Distributed, Parallel, and Cluster ComputingEfficient Graph Analysis through Distributed Core DecompositionA study on improving core decomposition methods using distributed computing.
― 6 min read
Distributed, Parallel, and Cluster ComputingAdvancements in LLM Serving SystemsA new unified system improves efficiency in serving large language models.
― 6 min read
Distributed, Parallel, and Cluster ComputingVerifying the Confidential Consortium FrameworkA look into the importance of verifying CCF for secure cloud applications.
― 8 min read
Distributed, Parallel, and Cluster ComputingAchieving Mutual Visibility in Robotic SystemsRobots need to communicate effectively for tasks, making mutual visibility essential.
― 5 min read
Software EngineeringThe Link Between Static Analysis and Architectural SmellsStudy uncovers how static analysis warnings relate to architectural design flaws.
― 7 min read
Machine LearningImproving Efficiency in Differential Privacy TrainingTechniques to enhance performance in training models with differential privacy.
― 6 min read
Distributed, Parallel, and Cluster ComputingAdvancements in Cellular Automata SimulationsExploring new methods to enhance cellular automata simulations using tensor cores.
― 6 min read
Distributed, Parallel, and Cluster ComputingImproving Resource Prediction in Cloud ComputingA new method enhances resource predictions for cloud environments, ensuring efficient operations.
― 4 min read
Distributed, Parallel, and Cluster ComputingAdvancements in Training Long-Sequence LLMsA new system enhances the training of large language models with long sequences.
― 6 min read
Distributed, Parallel, and Cluster ComputingAutomatic Tracing: Streamlining Parallel ProgrammingAutomatic tracing simplifies task management in parallel programming for better performance.
― 6 min read
Distributed, Parallel, and Cluster ComputingOptimizing Distributed Computing with Task FusionTask fusion enhances performance in distributed computing through efficient task management.
― 5 min read
Distributed, Parallel, and Cluster ComputingSecure Access to Large Language Models Using HPC SystemsA new system facilitates private use of LLMs through HPC resources.
― 6 min read
Hardware ArchitectureAdvancements in Cyber Coherent Ising MachinesNew Ising machine model improves optimization problem solving and computational speed.
― 4 min read
Distributed, Parallel, and Cluster ComputingImproving Matrix Multiplication with Tile FusionA new method boosts matrix multiplication performance using sparse matrices.
― 4 min read
Cryptography and SecurityAdvancements in Intrusion Detection Systems with Deep LearningThis paper presents a new DNN-based IDS in programmable networks.
― 8 min read
Distributed, Parallel, and Cluster ComputingVerifying Distributed Algorithms with Threshold AutomataExamining how threshold automata improve distributed algorithm verification.
― 6 min read
Machine LearningAdvancements in KV Cache Management for Language ModelsA new system enhances memory management for long-text generation in language models.
― 4 min read
Machine LearningAdvancements in Energy GNNs for Real-World ApplicationsEnergy GNNs improve communication and adaptation in multi-agent systems.
― 5 min read
Software EngineeringLASSI: A New Tool for Parallel Code TranslationLASSI helps translate computer programs for efficient scientific computing.
― 5 min read
Distributed, Parallel, and Cluster ComputingLeveraging Serverless Computing with Imaginary MachinesA new model that helps cloud applications use serverless resources effectively.
― 5 min read
Distributed, Parallel, and Cluster ComputingEnhancing Cloud Elasticity with a New Hybrid ApproachA new system improves cloud performance and reduces costs by combining VMs and FaaS.
― 5 min read
Machine LearningAchieving Fairness in Federated Learning with AAggFFAAggFF introduces adaptive strategies for equitable model performance in Federated Learning.
― 6 min read
Information TheoryAdvancements in OTA Computing for Wireless NetworksThis study focuses on OTA computing to improve device communication in networks.
― 6 min read
Distributed, Parallel, and Cluster ComputingWallFacer: A New System for Long Sequence TrainingWallFacer improves efficiency in training long sequence Transformer models with optimized communication.
― 6 min read
Machine LearningAdvancing Data Handling in Smart TransportationA new method enhances data freshness for smart vehicles using innovative algorithms.
― 4 min read
Distributed, Parallel, and Cluster ComputingIntroducing SWIRL: A New Tool for Scientific WorkflowsSWIRL simplifies complex scientific workflows for better efficiency and interoperability.
― 7 min read
Distributed, Parallel, and Cluster ComputingSimplifying Resource Monitoring in High-Performance ComputingLLload makes it easier to track job performance on HPC systems.
― 5 min read
Machine LearningAdvancements in Decentralized Learning for Energy-Efficient DevicesA new method reduces energy use while improving learning outcomes in decentralized systems.
― 6 min read
Machine LearningCoded Computing: A Recipe for SuccessCoded computing offers a fresh approach to optimize server efficiency.
― 6 min read
Distributed, Parallel, and Cluster ComputingAdvancements in Deep Neural Networks for Low-Power DevicesExploring the optimization of DNNs for devices with limited energy supply.
― 6 min read
Distributed, Parallel, and Cluster ComputingBuilding Data Centers for Large Language Model TrainingExamining the challenges in constructing data centers for training large language models.
― 5 min read
Distributed, Parallel, and Cluster ComputingImproving Task Placement in Quantum Cloud ComputingDRLQ enhances task assignment for quantum resources, boosting efficiency in cloud computing.
― 4 min read