Risultati della ricerca - Distribution evolution algorithm

Modifying the Asynchronous Jacobi Method for Data Corruption Resilience di Vogl, Christopher J., Atkins, Zachary, Fox, Alyson, Miedlar, Agnieszka, Ponce, Colin

Sommario: “... be realized. Motivated by algorithm-based fault tolerance, a variant of the asynchronous Jacobi (ASJ) method...”
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Multimodal Online Federated Learning with Modality Missing in Internet of Things di Wang, Heqiang, Liu, Xiang, Zhong, Xiaoxiong, Chen, Lixing, Liu, Fangming, Zhang, Weizhe

Sommario: “... tasks. This evolution necessitates the adoption of distributed learning strategies to effectively handle...”
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Decentralized AI: Permissionless LLM Inference on POKT Network di Olshansky, Daniel, Colmeiro, Ramiro Rodriguez, Li, Bowen

Sommario: “.... Through its Relay Mining algorithm, POKT creates a transparent marketplace where costs and earnings...”
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Computation Offloading Strategies in Integrated Terrestrial and Non-Terrestrial Networks di Mohsin, Muhammad Ahmed, Umer, Muhammad, Umar, Amara, Abou-Zeid, Hatem, Hassan, Syed Ali

Sommario: “... and enable efficient computation offloading. We examine mobile edge computing (MEC) and its evolution toward...”
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Adacc: An Adaptive Framework Unifying Compression and Activation Recomputation for LLM Training di Chen, Ping, Deng, Zhuohong, Li, Ping, He, Shuibing, Zhu, Hongzi, Zheng, Yi, Wang, Zhefeng, Huai, Baoxing, Guo, Minyi

Sommario: “... challenges: (1) it introduces layer-specific compression algorithms that mitigate accuracy loss by accounting...”
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On the Convergence Rates of Federated Q-Learning across Heterogeneous Environments di Wang, Leo Muxing, Yang, Pengkun, Su, Lili

Sommario: “... of heterogeneity in the performance of the federated versions of classic reinforcement learning algorithms...”
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Tensor-Parallel Emulation of Quantum Circuits with Block-Cyclic Distributed Matrix Product States di Adamski, Jakub, Brown, Oliver Thomson

Sommario: “... approximate full quantum state evolution. In this study, we expand the MPS site tensors beyond local memory...”
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Trackable Agent-based Evolution Models at Wafer Scale di Moreno, Matthew Andres, Yang, Connor, Dolson, Emily, Zaman, Luis

Sommario: “...), hold particular promise. However, practical challenges remain in conducting informative evolution...”
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Trackable Island-model Genetic Algorithms at Wafer Scale di Moreno, Matthew Andres, Yang, Connor, Dolson, Emily, Zaman, Luis

Sommario: “... digital evolution on the WSE platform. We present a tracking-enabled asynchronous island-based genetic...”
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oneDAL Optimization for ARM Scalable Vector Extension: Maximizing Efficiency for High-Performance Data Science di Sharma, Chandan, GB, Rakshith, Patel, Ajay Kumar, Lal, Dhanus M, Patel, Darshan, Hajela, Ragesh, Doteguchi, Masahiro, Sharma, Priyanka

Sommario: “...The evolution of ARM-based architectures, particularly those incorporating Scalable Vector...”
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Distributed Quantum Simulation di Feng, Tianfeng, Xu, Jue, Yu, Wenjun, Ye, Zekun, Yao, Penghui, Zhao, Qi

Sommario: “... protocols by exploring three quantum simulation algorithms, including the product formula, the truncated...”
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Vector-Centric Machine Learning Systems: A Cross-Stack Approach di Jiang, Wenqi

Sommario: “...Today, two major trends are shaping the evolution of ML systems. First, modern AI systems...”
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A Portable Multi-GPU Solver for Collisional Plasmas with Coulombic Interactions di Almgren-Bell, James, Awar, Nader Al, Geethakrishnan, Dilip S, Gligoric, Milos, Biros, George

Sommario: “... discretize kinetic formulations that capture the time evolution of the probability density function...”
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A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers di Santos, Diogo Reis, Aillet, Albert Sund, Boiano, Antonio, Milasheuski, Usevalad, Giusti, Lorenzo, Di Gennaro, Marco, Kianoush, Sanaz, Barbieri, Luca, Nicoli, Monica, Carminati, Michele, Redondi, Alessandro E. C., Savazzi, Stefano, Serio, Luigi

Sommario: “...The rapid evolution of artificial intelligence (AI) technologies holds transformative potential...”
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Breaking the mold: overcoming the time constraints of molecular dynamics on general-purpose hardware di Perez, Danny, Thompson, Aidan, Moore, Stan, Oppelstrup, Tomas, Sharapov, Ilya, Santos, Kylee, Sharifian, Amirali, Kalchev, Delyan Z., Schreiber, Robert, Pakin, Scott, Leon, Edgar A., Laros III, James H., James, Michael, Rajamanickam, Sivasankaran

Sommario: “...The evolution of molecular dynamics (MD) simulations has been intimately linked...”
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From Data to Decisions: The Transformational Power of Machine Learning in Business Recommendations di Gangadharan, Kapilya, Malathi, K., Purandaran, Anoop, Subramanian, Barathi, Jeyaraj, Rathinaraja, Jung, Soon Ki

Sommario: “...This research aims to explore the impact of Machine Learning (ML) on the evolution and efficacy...”
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On Evaluating Performance of LLM Inference Serving Systems di Agrawal, Amey, Kedia, Nitin, Agarwal, Anmol, Mohan, Jayashree, Kwatra, Nipun, Kundu, Souvik, Ramjee, Ramachandran, Tumanov, Alexey

Sommario: “...The rapid evolution of Large Language Model (LLM) inference systems has yielded significant...”
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HyperOffload: Graph-Driven Hierarchical Memory Management for Large Language Models on SuperNode Architectures di Liu, Fangxin, Zhang, Qinghua, Shen, Hanjing, Liang, Zhibo, Jiang, Li, Guan, Haibing, Bao, Chong, Jin, Xuefeng

Sommario: “...The rapid evolution of Large Language Models (LLMs) towards long-context reasoning and sparse...”
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Testing Spreading Behavior in Networks with Arbitrary Topologies di Modanese, Augusto, Yoshida, Yuichi

Sommario: “... the case where we test a single time step of evolution and where the evolution spans several time steps...”
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Simple Opinion Dynamics for No-Regret Learning di Lazarsfeld, John, Alistarh, Dan

Sommario: “... for this setting, inspired by opinion dynamics that are well-studied for other algorithmic tasks in the GOSSIP...”
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