Distributed, Parallel, and Cluster ComputingDigitization and Knowledge Discovery in Patent OfficesExploring the role of microservices in knowledge discovery for patent applications.
― 6 min read
Hardware ArchitectureOptimizing Deep Neural Networks with CMDSA new method improves energy use and performance in DNN execution.
― 5 min read
Distributed, Parallel, and Cluster ComputingEvaluating Google Cloud for ATLAS Experiment Data AnalysisThe ATLAS Google Project examines cloud resources for data analysis in particle physics.
― 5 min read
Computation and LanguageIntroducing Hierarchically Pruned Attention for Long TextsA new method enhances processing of long texts in language models efficiently.
― 9 min read
Cryptography and SecurityAdvancing Homomorphic Encryption with the Kernel TrickA new approach to enhance homomorphic encryption processing speeds.
― 7 min read
Distributed, Parallel, and Cluster ComputingAI Training Efficiency in Large ModelsDiscussing methods to improve data management in training large AI models.
― 6 min read
Distributed, Parallel, and Cluster ComputingImproving Checkpointing in Large Language ModelsA new method enhances the efficiency of saving model states during training.
― 5 min read
Distributed, Parallel, and Cluster ComputingCORTEX: A New Framework for Brain SimulationCORTEX leverages supercomputing to enhance brain simulation and understanding.
― 6 min read
Machine LearningAdvancing Privacy in Federated Graph LearningHiFGL framework addresses challenges in privacy-focused collaborative learning.
― 5 min read
Machine LearningAdvancements in Federated Learning with Incomplete DataA new method improves federated learning for multi-modal data despite missing information.
― 5 min read
Distributed, Parallel, and Cluster ComputingOptimizing LoRA Adapter Compression for Language ModelsResearch outlines techniques to improve efficiency in serving LoRA adapters.
― 6 min read
Software EngineeringTackling the Cold Start Challenge in Serverless ComputingAddressing the cold start problem with new profiling techniques for better app performance.
― 5 min read
Networking and Internet ArchitectureTracemax: A New Approach to DDoS DefenseTracemax offers improved packet tracing for better DDoS attack defense.
― 6 min read
Distributed, Parallel, and Cluster ComputingHarnessing Replay Clocks in Distributed ComputingReplay clocks enhance analysis and debugging in distributed systems.
― 7 min read
Machine LearningAdvancements in Decentralized Learning with LDMetaLDMeta enhances privacy and efficiency in distributed learning methods.
― 6 min read
Distributed, Parallel, and Cluster ComputingImproving Reproducibility in Distributed Systems ResearchThis article explores methods to enhance the reliability of research artifacts in computing.
― 7 min read
Machine LearningFederated Learning Enhances Diffusion ModelsNew method combines federated learning with diffusion models for privacy-focused image generation.
― 8 min read
Quantum PhysicsAdvancements in Quantum Layout SynthesisA new method improves efficiency in quantum circuit design.
― 5 min read
Cryptography and SecurityImproving Privacy in Federated Learning with Machine UnlearningA method to enhance data privacy in federated learning by removing specific data influences.
― 5 min read
Distributed, Parallel, and Cluster ComputingImproving Checkpointing in Deep Learning TrainingTechniques to speed up checkpoint creation for deep learning models.
― 5 min read
Machine LearningImproving Federated Learning with Fed-RAAFed-RAA enhances federated learning by adapting to client resources for faster training.
― 5 min read
Distributed, Parallel, and Cluster ComputingEfficient Inference Serving with Model CascadesA system that optimizes machine learning predictions through model cascades.
― 8 min read
Distributed, Parallel, and Cluster ComputingAI and HPC: Transforming Scientific WorkflowsCombining AI and HPC enhances simulations for scientific research.
― 5 min read
Distributed, Parallel, and Cluster ComputingRoCoIn: A New Approach to Distributed InferenceLearn how RoCoIn improves efficiency in IoT device collaboration.
― 6 min read
Optimization and ControlAdvancements in Symmetric Cone ProgrammingA look into SCP's role in optimization and its applications.
― 6 min read
Machine LearningOvercoming Device Limits in Federated LearningA fresh approach enables weaker devices to contribute in federated learning.
― 5 min read
Machine LearningAdapting Large Language Models for Edge DevicesA new framework improves how large language models can work on edge devices.
― 7 min read
Distributed, Parallel, and Cluster ComputingIntegrating Blockchain for Secure IoT LocalizationCombining IoT and blockchain enhances privacy and security for location tracking.
― 7 min read
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