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The Carnot Bound: Limits and Possibilities for Bandwidth-Efficient Consensus

Announce Type: replace Abstract: In leader-based State Machine Replication (SMR), the leader's outgoing bandwidth is a natural throughput bottleneck. Erasure coding can alleviate this by letting the leader send each processor one fragment of each block rather than a full copy. The data expansion rate, the ratio of total data sent to payload size, determines how close throughput can get to network bandwidth.

arXiv CS 8d ago

Big Tech's AI ambitions pose a major power test for Europe

SoftBank's plan to invest 75 billion euros in building AI infrastructure in France underscored the nation's status as a leading hub, but Big Tech's lofty energy demands will put the wider continent's grid to the test, analysts say. Japan's SoftBank on Saturday announced plans to build 3.1 GW of AI data centers in the northern Hauts-de-France region, including new sites in Dunkirk, Bosquel and Bouchain, by 2031. With over 60% of its power needs met by nuclear power, France is particularly...

CNBC 7d ago