Abstract—Sharding is an effective technique to improve the

scalability of blockchain. It splits nodes into multiple groups so

that they can process transactions in parallel. To achieve higher

parallelism and concurrency at large scales, it is desirable to

maintain a large number of small shards. However, simply configuring small shards easily results in a higher fraction of malicious

nodes inside shards, causing shard corruption and compromising

system security. Existing sharding techniques hence demand

large shards, at the expense of limited concurrency. To address

this limitation, we propose CoChain: a blockchain sharding

system that can securely configure small shards for enhanced

concurrency. CoChain allows some shards to be corrupted. For

security, each shard is monitored by multiple other shards.

The latter reach a cross-shard Consensus on the Consensus

results of their monitored shard. Once a corrupted shard is

found, its subsequent consensus will be taken over by another

shard, hence recovering the system. Via Consensus on Consensus,

CoChain allows the existence of shards with more fraction of

malicious nodes (<2/3) while securing the system, thus reducing

the shard size safely. We implement CoChain based on Harmony

and conduct extensive experiments. Compared with Harmony,

CoChain achieves 35x throughput gain with 6,000+ nodes.