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PPO-STGNN: A Proximal Policy Optimization Approach with Spatio-Temporal Graph Neural Networks for DAG Task Scheduling in Cloud-Edge-End Computing
A new reinforcement learning algorithm called PPO-STGNN is proposed to improve scheduling of computation-intensive DAG tasks across cloud, edge, and end devices by jointly modeling task dependencies and heterogeneous infrastructure using spatio-temporal graph neural networks and proximal policy optimization.
Sep 4, 2026
Venezuela Just Joined China’s AI Alliance. Washington Should Respond
A National Review opinion piece argues that Venezuela’s accession to China’s AI alliance necessitates a U.S. strategic response, framing Venezuela’s oil and gas reserves as underutilized energy assets convertible into AI computing capacity for American firms.
Aug 22, 2026
Anthropic locks in $10 billion of compute from Volta, a cloud startup that didn't exist six months ago
Anthropic has committed to purchasing $10 billion in cloud computing capacity from Volta Infra Holdings, a startup founded less than six months ago, signaling major infrastructure scaling ambitions.
Aug 4, 2026
EU launches AI Gigafactories call to boost Europe's computing capacity and unlock more than €30 billion in investment - Shaping Europe’s digital future
The European Commission launched a funding call for 'AI Gigafactories'—large-scale AI compute infrastructure projects—to increase Europe's sovereign computing capacity and attract over €30 billion in public-private investment.
Jul 31, 2026
AMD to invest up to $5 billion in Anthropic as part of computing power deal
AMD will invest up to $5 billion in Anthropic as part of a computing infrastructure deal to expand Anthropic's AI model training and inference capacity.
Jul 22, 2026
Anthropic in early talks with Meta to acquire compute power
Anthropic is in preliminary discussions with Meta to access additional computing power, following a recently announced compute-sharing agreement with SpaceX's Colossus 1 data center.
Jul 17, 2026
SoftBank Plans to Rent AI Computing Capacity to U.S. Companies - The Information
SoftBank announced plans to lease AI computing infrastructure capacity to U.S. enterprises, positioning itself as a cloud-adjacent provider amid growing demand for AI hardware resources.
Published Jul 2, 2026 · Analyzed Jul 8, 2026