Adaptive Sharding in Untrusted Environments
Summary: Marlin: adaptive sharding for untrusted environments, using runtime monitoring and dynamic reshuffling to preserve scalability and performance under adversarial nodes. Offers a centralized hypergraph-partitioning baseline and a decentralized, no-trust design that continuously reoptimizes shards for dynamic workloads and attacks. (summarized by gpt-5-mini on Feb 11 2026)
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Authors
- 1. Bhavana Mehta
- 2. Nupur Baghel
- 3. Mohammad Javad Amiri
- 4. Boon Thau Loo
- 5. Ryan Marcus
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