In an era where internet data is monopolized by a few tech giants, we've long been accustomed to relying on centralized cloud services. But there's a problem that's hard to avoid: the photos, videos, creative works, business data—甚至整个项目的源代码备份—are all facing the same threat. Once an account is frozen, policies are suddenly changed, or system failures occur, data can disappear instantly.



Walrus is designed to address this pain point. It’s not a cheap, low-cost backup solution, but a truly decentralized, censorship-resistant Blob storage protocol that guarantees permanence through mathematical assurance—built on the Sui blockchain.

What is the core innovation? Red Stuff 2D Erasure Coding.

Walrus does not adopt the old-fashioned "multiple complete backups" approach (which is inefficient), but instead uses cutting-edge 2D erasure coding technology. The process is as follows: your original data (such as a 4K video, AI training set, NFT metadata package) is sliced into countless small fragments, then transformed through two layers of mathematical operations, dispersing them across hundreds of independent storage nodes worldwide.

What are the benefits of this approach?

First, incredible fault tolerance. Even if more than two-thirds of the nodes experience issues (downtime, attacks, deletion), the remaining fragments are still sufficient to fully restore the original file. Second, complete resistance to censorship. No single entity—whether government, enterprise, or node operator—can delete or tamper with your data alone. The data’s existence itself is distributed, redundant, and uncontrollable. Third, cost efficiency. Compared to traditional multi-replica storage, erasure coding achieves the same or even better fault tolerance with less storage space.
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FrontRunFightervip
· 01-11 17:51
math checks out but let's be real... who's actually running these nodes? sounds like another "trustless" system that still needs humans somewhere in the stack. the erasure coding part is solid though, not gonna lie. two-thirds fault tolerance beats the traditional backup nonsense.
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GasFeeTherapistvip
· 01-11 17:46
Really, centralized cloud services have long deserved to die. Google can freeze or delete data at will—who dares to rely on them? The Walrus idea is pretty good; erasure coding is definitely much better than foolishly backing up three copies. --- Two-dimensional erasure coding, in simple terms, is splitting data into tiny fragments and dispersing them so that even if someone tries to hack, they can't reconstruct a complete file. Love it. --- Wait, is the Sui ecosystem releasing new stuff again? They've been quite active lately. Feels like the crypto world is just stacking protocols... --- Two-thirds of the nodes can go offline and still recover. This fault tolerance rate is indeed impressive, but who guarantees that those node operators won't all run away collectively? --- Sounds good, but the key is that someone actually needs to use it. Another cool, decentralized project that no one cares about? --- I don't quite understand the arithmetic coding stuff, but it seems that cost advantage is the real selling point—after all, everyone cares about saving money. --- So it's basically just distributed storage with a different label. InterPlanetary said the same before. And in the end?
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MerkleMaidvip
· 01-11 17:45
This is true decentralization. Finally, no need to worry about accounts being banned someday. --- 2D erasure coding sounds complicated, but it's really just math empowerment. The Sui ecosystem's combination punch is pretty good. --- Wow, two-thirds of the nodes are down, and it can still recover? That fault tolerance logic is indeed top-notch. --- Wait, with such strong anti-censorship capabilities, what does regulation think... --- Saves storage space and resists censorship. Walrus has potential, but deployment costs still need to be considered. --- After all, you still have to trust those node operators. Distributed ≠ completely trustless. --- Are you here for Sui, or to address the real need to solve data monopolies? The two stories are quite different. --- Finally, someone is seriously working on storage. The previous IPFS solutions all seemed half-dead. --- Mathematically guaranteed to exist forever? That claim is a bit exaggerated. It depends on how long the incentive model can last. --- Storing NFT metadata on Walrus sounds okay, at least not afraid of Opensea going down.
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BearHuggervip
· 01-11 17:39
This time, we've finally found a real solution, much more reliable than those cloud service providers. The Sui ecosystem is introducing new features; erasing code is indeed impressive. Two-thirds of the nodes are down but still recoverable—this math is quite something. Finally, someone is seriously tackling the data monopoly issue; we've been tired of it for a long time. When can we truly break free from the control of big corporations? By the way, does this thing still require burning ETH for fees? Decentralized storage is making a comeback—can it survive past next year?
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ThesisInvestorvip
· 01-11 17:36
Damn, finally someone has figured out decentralized storage. I've been fed up with the cloud drive nonsense, where accounts get frozen at any moment and data lives or dies at the whim of others. Walrus's 2D erasure coding sounds awesome—can it recover with two-thirds of nodes down? Now that's true data permanence. --- By the way, will the storage protocol on the Sui chain be another PPT project, or can it really be implemented... --- Censorship resistance + cost optimization, this combo is well executed. But when scaled up, will these node operators cause trouble again? We'll just have to wait and see. --- Guaranteeing permanence with mathematics sounds great. It's way better than having to run away whenever Google changes a policy. --- If this 2D erasure coding really works, what about Arweave... --- I just want to ask one question: how is the access speed? If it's decentralized and censorship-resistant but too slow, it's pointless. --- Finally, I see a team taking data sovereignty seriously—not just for quick profits but for the technology itself. This is what Web3 should look like.
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