Possible futures of the Ethereum protocol, part 2: The Surge
2024 Oct 17
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Possible futures of the Ethereum protocol, part 2: The Surge
Special thanks to Justin Drake, Francesco, Hsiao-wei Wang, @antonttc and Georgios
Konstantopoulos
At the beginning, Ethereum had two scaling strategies in its roadmap.
One (eg. see this
early paper from 2015) was "sharding": instead of
verifying and storing all of the transactions in the chain, each node
would only need to verify and store a small fraction of the
transactions. This is how any other peer-to-peer network (eg.
BitTorrent) works too, so surely we could make blockchains work the same
way. Another was layer 2 protocols: networks that would
sit on top of Ethereum in a way that allow them to fully benefit from
its security, while keeping most data and computation off the main
chain. "Layer 2 protocols" meant state
channels in 2015, Plasma in 2017, and
then rollups
in 2019. Rollups are more powerful than state channels or Plasma, but
they require a large amount of on-chain data bandwidth. Fortunately, by
2019 sharding research had solved the
problem of verifying "data availability" at scale. As a result, the
two paths converged, and we got the rollup-centric
roadmap which continues to be Ethereum's scaling strategy today.
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)
The Surge, 2023 roadmap edition.
The rollup-centric roadmap proposes a simple division of labor: the
Ethereum L1 focuses on being a robust and decentralized base layer,
while L2s take on the task of helping the ecosystem scale. This is a
pattern that recurs everywhere in society: the court system (L1) is not
there to be ultra-fast and efficient, it's there to protect contracts
and property rights, and it's up to entrepreneurs (L2) to build on top
of that sturdy
base layer
and take humanity to (metaphorical and literal) Mars.
This year, the rollup-centric roadmap has seen important successes:
Ethereum L1 data bandwidth has increased greatly with EIP-4844 blobs, and multiple EVM
rollups are now at stage
1. A very heterogeneous
and pluralistic implementation of sharding, where each L2 acts as a
"shard" with its own internal rules and logic, is now reality. But as we
have seen, taking this path has some unique challenges of its own. And
so now our task is to bring the rollup-centric roadmap to
completion, and solve these problems, while preserving the robustness
and decentralization that makes the Ethereum L1 special.
The Surge: key goals
- 100,000+ TPS on L1+L2
- Preserve decentralization and robustness of L1
- At least some L2s fully inherit Ethereum's core properties
(trustless, open, censorship resistant)
- Maximum interoperability between L2s. Ethereum should feel like one
ecosystem, not 34 different blockchains.
In this chapter
Aside: the scalability
trilemma
The scalability trilemma was an idea introduced
in 2017, which argued that there is a tension between three
properties of a blockchain: decentralization (more
specifically: low cost to run a node), scalability
(more specifically: high number of transactions processed), and
security (more specifically: an attacker needing to
corrupt a large portion of the nodes in the whole network to make even a
single transaction fail).
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)
Notably, the trilemma is not a theorem, and the post
introducing the trilemma did not come with a mathematical
proof. It did give a heuristic mathematical argument: if a
decentralization-friendly node (eg. consumer laptop) can verify N
transactions per second, and you have a chain that processes k*N
transactions per second, then either (i) each transaction is only seen
by 1/k of nodes, which implies an attacker only needs to corrupt a few
nodes to push a bad transaction through, or (ii) your nodes are going to
be beefy and your chain not decentralized. The purpose of the
post was never to show that breaking the trilemma is impossible; rather,
it was to show that breaking the trilemma is hard - it requires
somehow thinking outside of the box that the argument implies.
For many years, it has been common for some high-performance chains
to claim that they solve the trilemma without doing anything clever at a
fundamental architecture level, typically by using software engineering
tricks to optimize the node. This is always misleading, and running a
node in such chains always ends up far more difficult than in Ethereum.
This
post gets into some of the many subtleties why this is the case (and
hence, why L1 client software engineering alone cannot scale Ethereum
itself).
However, the combination of data availability sampling and
SNARKs does solve the trilemma: it allows a client to verify
that some quantity of data is available, and some number of steps of
computation were carried out correctly, while downloading only a small
portion of that data and running a much smaller amount of computation.
SNARKs are trustless. Data availability sampling has a nuanced few-of-N
trust model, but it preserves the fundamental property that
non-scalable chains have, which is that even a 51% attack cannot
force bad blocks to get accepted by the network.
Another way to solve the trilemma is Plasma architectures, which use
clever techniques to push the responsibility to watch for data
availability to the user in an incentive-compatible way. Back in
2017-2019, when all we had to scale computation was fraud proofs, Plasma
was very limited in what it could safely do, but the mainstreaming of
SNARKs makes Plasma architectures far
more viable for a wider array of use cases than before.
Further progress
in data availability sampling
What problem are we solving?
As of 2024 March 13, when the Dencun upgrade
went live, the Ethereum blockchain has three ~125 kB "blobs" per
12-second slot, or ~375 kB per slot of data
availability bandwidth. Assuming transaction data is published onchain
directly, an ERC20 transfer is ~180 bytes, and so the maximum TPS of
rollups on Ethereum is:
375000 / 12 / 180 = 173.6 TPS
If we add Ethereum's calldata (theoretical max: 30 million gas per
slot / 16 gas per byte = 1,875,000 bytes per slot), this becomes
607 TPS. With PeerDAS, the plan is to increase the blob
count target to 8-16, which would give us 463-926 TPS
in calldata.
This is a major increase over the Ethereum L1, but it is not enough.
We want much more scalability. Our medium-term target is 16 MB
per slot, which if combined with improvements in rollup data
compression would give us ~58,000 TPS.
What is it and how does it
work?
PeerDAS is a relatively simple implementation of "1D sampling". Each
blob in Ethereum is a degree-4096 polynomial over a 253-bit prime field.
We broadcast "shares" of the polynomial, where each share consists of 16
evaluations at an adjacent 16 coordinates taken from a total set of 8192
coordinates. Any 4096 of the 8192 evaluations (with current proposed
parameters: any 64 of the 128 possible samples) can recover the
blob.
![](data:image/png;base64,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)
PeerDAS works by having each client listen on a small number of
subnets, where the i'th subnet broadcasts the i'th sample of any blob,
and additionally asks for blobs on other subnets that it needs by asking
its peers in the global p2p network (who would be listening to different
subnets). A more conservative version, SubnetDAS,
uses only the subnet mechanism, without the additional layer of
asking peers. A current proposal is for nodes participating in proof of
stake to use SubnetDAS, and for other nodes (ie. "clients") to use
PeerDAS.
Theoretically, we can scale 1D sampling pretty far: if we increase
the blob count maximum to 256 (so, the target to 128), then we would get
to our 16 MB target while data availability sampling would only cost
each node 16 samples * 128 blobs * 512 bytes per sample per blob = 1 MB
of data bandwidth per slot. This is just barely within our reach of
tolerance: it's doable, but it would mean bandwidth-constrained clients
cannot sample. We could optimize this somewhat by decreasing blob count
and increasing blob size, but this would make reconstruction more
expensive.
And so ultimately we want to go further, and do 2D
sampling, which works by random sampling not just
within blobs, but also between blobs. The linear
properties of KZG commitments are used to "extend" the set of blobs in a
block with a list of new "virtual blobs" that redundantly encode the
same information.
![](data:image/png;base64,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)
2D sampling. Source:
a16z crypto
Crucially, computing the extension of the commitments does not
require having the blobs, so the scheme is fundamentally friendly to
distributed block construction. The node actually constructing the block
would only need to have the blob KZG commitments, and can themslves rely
on DAS to verify the availability of the blobs. 1D DAS is also
inherently friendly to distributed block construction.
What are some links to
existing research?
What is left to
do, and what are the tradeoffs?
The immediate next step is to finish the implementation and rollout
of PeerDAS. From there, it's a progressive grind to keep increasing the
blob count on PeerDAS while carefully watching the network and improving
the software to ensure safety. At the same time, we want more academic
work on formalizing PeerDAS and other versions of DAS and its
interactions with issues such as fork choice rule safety.
Further into the future, we need much more work figuring out the
ideal version of 2D DAS and proving its safety properties. We also want
to eventually migrate away from KZG to a quantum-resistant,
trusted-setup-free alternative. Currently, we do not know of candidates
that are friendly to distributed block building. Even the expensive
"brute force" technique of using recursive STARKs to generate proofs of
validity for reconstructing rows and columns does not suffice, because
while technically a STARK is O(log(n) * log(log(n)) hashes in
size (with STIR), in
practice a STARK is almost as big as a whole blob.
The realistic paths I see for the long term are:
- Implement ideal 2D DAS
- Stick with 1D DAS, sacrificing sampling bandwidth
efficiency and accepting a lower data cap for the sake of simplicity and
robustness
- (Hard pivot) abandon DA, and fully embrace Plasma
as a primary layer 2 architecture we are focusing on
We can view these along a tradeoff spectrum:
![](data:image/png;base64,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Note that this choice exists even if we decide to scale
execution on L1 directly. This is because if L1 is to process
lots of TPS, L1 blocks will become very big, and clients will want an
efficient way to verify that they are correct, so we would have to use
the same technology that powers rollups (ZK-EVM and DAS) at L1.
How does
it interact with other parts of the roadmap?
The need for 2D DAS is somewhat lessened, or at least delayed, if
data compression (see below) is implemented, and it's lessened even
further if Plasma is widely used. DAS also poses a challenge to
distributed block building protocols and mechanisms: while DAS is
theoretically friendly to distributed reconstruction, this needs to be
combined in practice with inclusion
list proposals and their surrounding fork choice mechanics.
Data compression
What problem are we solving?
Each transaction in a rollup takes a significant amount of data space
onchain: an ERC20 transfer takes about 180 bytes. Even with ideal data
availability sampling, this puts a cap on scalability of layer 2
protocols. With 16 MB per slot, we get:
16000000 / 12 / 180 = 7407 TPS
What if in addition to tackling the numerator, we can also tackle the
denominator, and make each transaction in a rollup take fewer bytes
onchain?
What is it and how does it
work?
The best explanation in my opinion is this
diagram from two years ago:
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)
The simplest gains are just zero-byte compression: replacing each
long sequence of zero bytes with two bytes representing how many zero
bytes there are. To go further, we take advantage of the specific
properties of transactions:
- Signature aggregation - we switch from ECDSA
signatures to BLS signatures, which have the property that many
signatures can be combined together into a single signature that attests
for the validity of all of the original signatures. This is not
considered for L1 because the computational costs of verification, even
with aggregation, are higher, but in a data-scarce environment like L2s,
they arguably make sense. The aggregation feature of ERC-4337 presents one
path for implementing this.
- Replacing addresses with pointers - if an address
was used before, we can replace the 20-byte address with a 4-byte
pointer to a location in history. This is needed to achieve the biggest
gains, though it takes effort to implement, because it requires (at
least a portion of) the blockchain's history to effectively become part
of the state.
- Custom serialization for transaction values - most
transaction values have very few digits, eg. 0.25 ETH is represented as
250,000,000,000,000,000 wei. Gas max-basefees and priority fees work
similarly. We can thus represent most currency values very compactly
with a custom decimal floating point format, or even a dictionary of
especially common values.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
The main thing left to do is to actually implement the above schemes.
The main tradeoffs are:
- Switching to BLS signatures takes significant effort, and reduces
compatibility with trusted hardware chips that can increase security. A
ZK-SNARK wrapper around other signature schemes could be used to replace
this.
- Dynamic compression (eg. replacing addresses with pointers)
complicates client code.
- Posting state diffs to chain instead of transactions reduces
auditability, and makes a lot of software (eg. block explorers) not
work.
How does
it interact with other parts of the roadmap?
Adoption of ERC-4337, and eventually the enshrinement of parts of it
in L2 EVMs, can greatly hasten the deployment of aggregation techniques.
Enshrinement of parts of ERC-4337 on L1 can hasten its deployment on
L2s.
Generalized Plasma
What problem are we solving?
Even with 16 MB blobs and data compression, 58,000 TPS is not
necessarily enough to fully take over consumer payments, decentralized
social or other high-bandwidth sectors, and this becomes especially true
if we start taking privacy into account, which could drop
scalability by 3-8x. For high-volume, low-value applications, one option
today is a validium,
which keeps data off-chain and has an interesting security model where
the operator cannot steal users' funds, but they can disappear
and temporarily or permanently freeze all users' funds. But we
can do better.
What is it and how does it
work?
Plasma is a scaling solution that involves an operator publishing
blocks offchain, and putting the Merkle roots of those blocks onchain
(as opposed to rollups, where the full block is put onchain). For each
block, the operator sends to each user a Merkle branch proving what
happened, or did not happen, to that user's assets. Users can withdraw
their assets by providing a Merkle branch. Importantly, this branch does
not have to be rooted in the latest state - for this reason,
even if data availability fails, the user can still recover their assets
by withdrawing the latest state they have that is available. If a user
submits an invalid branch (eg. exiting an asset that they already sent
to someone else, or the operator themselves creating an asset out of
thin air), an onchain challenge mechanism can adjudicate who the asset
rightfully belongs to.
![](data:image/png;base64,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)
A diagram of a Plasma Cash chain. Transactions spending
coin i
are put into the i
'th
position in the tree. In this example, assuming all previous trees are
valid, we know that Eve currently owns coin 1, David owns coin 4 and
George owns coin 6.
Early versions of Plasma were only able to handle the payments use
case, and were not able to effectively generalize further. If we require
each root to be verified with a SNARK, however, Plasma becomes much more
powerful. Each challenge game can be simplified significantly, because
we take away most possible paths for the operator to cheat. New paths
also open up to allow Plasma techniques to be extended to a much more
general class of assets. Finally, in the case where the operator does
not cheat, users can withdraw their funds instantly, without needing to
wait for a one-week challenge period.
![](data:image/png;base64,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)
One way (not the only way) to make an EVM plasma chain:
use a ZK-SNARK to construct a parallel UTXO tree that reflects the
balance changes made by the EVM, and defines a unique mapping of what is
"the same coin" at different points in history. A Plasma construction
can then be built on top of that.
One key insight is that the Plasma system does not need to be
perfect. Even if you can only protect a subset of assets (eg. even just
coins that have not moved in the past week), you've already greatly
improved on the status quo of ultra-scalable EVM, which is a
validium.
Another class of constructions is hybrid plasma/rollups,
such as Intmax. These constructions
put a very small amount of data per user onchain (eg. 5 bytes), and by
doing so, get properties that are somewhere between plasma and rollups:
in the Intmax case, you get a very high level of scalability and
privacy, though even in the 16 MB world capacity is theoretically capped
to roughly 16,000,000 / 12 / 5 = 266,667 TPS.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
The main remaining task is to bring Plasma systems to production. As
mentioned above, "plasma vs validium" is not a binary: any
validium can have its safety properties improved at least a little bit
by adding Plasma features into the exit mechanism. The research part is
in getting optimal properties (in terms of trust requirements, and
worst-case L1 gas cost, and vulnerability to DoS) for an EVM, as well as
alternative application specific constructions. Additionally, the
greater conceptual complexity of Plasma relative to rollups needs to be
addressed directly, both through research and through construction of
better generalized frameworks.
The main tradeoff in using Plasma designs is that they depend more on
operators and are harder to make "based",
though hybrid plasma/rollup designs can often avoid this weakness.
How does
it interact with other parts of the roadmap?
The more effective Plasma solutions can be, the less pressure there
is for the L1 to have a high-performance data availability
functionality. Moving activity to L2 also reduces MEV pressure on
L1.
Maturing L2 proof systems
What problem are we solving?
Today, most rollups are not yet actually trustless; there is a
security council that has the ability to override the behavior of the
(optimistic or validity) proof
system. In some cases, the proof system is not even live at all, or
if it is it only has an "advisory" functionality. The furthest ahead are
(i) a few application-specific rollups, such as Fuel, which are
trustless, and (ii) as of the time of this writing, Optimism and
Arbitrum, two full-EVM rollups that have achieved a
partial-trustlessness milestone known as "stage 1". The reason why
rollups have not gone further is concern about bugs in the code. We need
trustless rollups, and so we need to tackle this problem head on.
What is it and how does it
work?
First, let us recap the "stage" system, originally introduced in this
post. There are more detailed requirements, but the summary is:
- Stage 0: it must be possible for a user to run a
node and sync the chain. It's ok if validation is fully
trusted/centralized.
- Stage 1: there must be a (trustless) proof
system that ensures that only valid transactions get accepted.
It's allowed for there to be a security council that can
override the proof system, but only with a 75%
threshold vote. Additionally, a quorum-blocking portion of the
council (so, 26%+) must be outside the main company building the rollup.
An upgrade mechanism with weaker features (eg. a DAO) is allowed, but it
must have a delay long enough that if it approves a malicious upgrade,
users can exit their funds before it comes online.
- Stage 2: there must be a (trustless) proof
system that ensures that only valid transactions get accepted.
Security councils are only allowed to intervene in the event of
provable bugs in the code, eg. if two redundant proof systems
disagree with each other or if one proof system accepts two different
post-state roots for the same block (or accepts nothing for a
sufficiently long period of time eg. a week). An upgrade mechanism is
allowed, but it must have a very long delay.
The goal is to reach Stage 2. The main challenge in reaching
stage 2 is getting enough confidence that the proof system actually is
trustworthy enough. There are two major ways to do this:
- Formal verification: we can use modern mathematical
and computational techniques to prove that an (optimistic or validity)
proof system only accept blocks that pass the EVM specification. These
techniques have existed for decades, but recent advancements such as Lean 4 have
made them much more practical, and advancements in AI-assisted proving
could potentially accelerate this trend further.
- Multi-provers: make multiple proof systems, and put
funds into a 2-of-3 (or larger) multisig between those proof systems and
a security council (and/or other gadget with trust assumptions, eg.
TEEs). If the proof systems agree, the security council has no power; if
they disagree, the security council can only choose between one of them,
it can't unilaterally impose its own answer.
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)
Stylized diagram of a multi-prover, combining one
optimistic proof system, one validity proof system and a security
council.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
For formal verification, a lot. We need to create a formally
verified version of an entire SNARK prover of an EVM. This is an
incredibly complex project, though it is one that we have already started. There is
one trick that significantly simplifies the task: we can make a formally
verified SNARK prover of a minimal VM, eg. RISC-V or Cairo, and then write
an implementation of the EVM in that minimal VM (and formally prove its
equivalence to some other EVM specification).
For multi-provers, there are two main remaining pieces. First, we
need to get enough confidence in at least two different proof systems,
both that they are reasonably safe individually and that if they break,
they would break for different and unrelated reasons (and so they would
not break at the same time). Second, we need to get a very high level of
assurance in the underlying logic that merges the proof systems. This is
a much smaller piece of code. There are ways to make it
extremely small - just store funds in a Safe multisig contract whose
signers are contracts representing individual proof systems - but this
has the tradeoff of high onchain gas costs. Some balance between
efficiency and safety will need to be found.
How does
it interact with other parts of the roadmap?
Moving activity to L2 reduces MEV pressure on L1.
Cross-L2
interoperability improvements
What problem are we solving?
One major challenge with the L2 ecosystem today is that it is
difficult for users to navigate. Furthermore, the easiest ways of doing
so often re-introduce trust assumptions: centralized bridges, RPC
clients, and so forth. If we are serious about the idea that L2s are
part of Ethereum, we need to make using the L2 ecosystem feel like using
a unified Ethereum ecosystem.
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)
An example of pathologically bad (and even dangerous: I
personally lost $100 to a chain-selection mistake here) cross-L2 UX -
though this is not Polymarket's fault, cross-L2 interoperability should
be the responsibility of wallets and the Ethereum standards (ERC)
community. In a well-functioning Ethereum ecosystem, sending coins from
L1 to L2, or from one L2 to another, should feel just like sending coins
within the same L1.
What is it and how does it
work?
There are many categories of cross-L2 interoperability improvements.
In general, the way to come up with these is to notice that in theory,
a
rollup-centric Ethereum is the same thing as L1 execution sharding,
and then ask where the current Ethereum L2-verse falls short of that
ideal in practice. Here are a few:
- Chain-specific addresses: the chain (L1, Optimism,
Arbitrum...) should be part of the address. Once this is implemented,
cross-L2 sending flows can be implemented by just putting the address
into the "send" field, at which point the wallet can figure out how to
do the send (including using bridging protocols) in the background.
- Chain-specific payment requests: it should be easy
and standardized to make a message of the form "send me X tokens of type
Y on chain Z". This has two primary use cases: (i) payments, whether
person-to-person or person-to-merchant-service, and (ii) dapps
requesting funds, eg. the Polymarket example above.
- Cross-chain swaps and gas payment: there should be
a standardized open protocol for expressing cross-chain operations such
as "I am sending 1 ETH on Optimism to whoever sends me 0.9999 ETH on
Arbitrum", and "I am sending 0.0001 ETH on Optimism to whoever includes
this transaction on Arbitrum". ERC-7683 is one
attempt at the former, and RIP-7755
is one attempt at the latter, though both are also more general than
just these specific use cases.
- Light clients: users should be able to actually
verify the chains that they are interacting with, and not just trust RPC
providers. A16z crypto's Helios does this for Ethereum
itself, but we need to extend this trustlessness to L2s. ERC-3668 (CCIP-read)
is one strategy for doing this.
![](data:image/png;base64,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)
How a light client can update its view of the Ethereum
header chain. Once you have the header chain, you can use Merkle proofs
to validate any state object. And once you have the right L1 state
objects, you can use Merkle proofs (and possibly signatures, if you want
to check preconfirmations) to validate any state object on L2. Helios
does the former already. Extending to the latter is a standardization
challenge.
- Keystore wallets: today, if you want to update the
keys that control your smart contract wallet, you have to do it on all N
chains on which that wallet exists. Keystore wallets are a technique
that allow the keys to exist in one place (either on L1, or later
potentially on an L2), and then be read from any L2 that has a copy of
the wallet. This means that updates only need to happen once. To be
efficient, keystore wallets require L2s to have a standardized way to
costlessly read L1; two proposals for this are L1SLOAD
and REMOTESTATICCALL.
![](data:image/png;base64,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)
A stylized diagram of how keystore wallets work.
More radical "shared token bridge" ideas:
imagine a world where all L2s are validity proof rollups, that commit to
Ethereum every slot. Even in this world, moving assets from one L2 to
another L2 "natively" would require withdrawaing and depositing, which
requires paying a substantial amount of L1 gas. One way to solve this is
to create a shared minimal rollup, whose only function would be to
maintain the balances of how many tokens of which type are owned by
which L2, and allow those balances to be updated en masse by a series of
cross-L2 send operations initiated by any of the L2s. This would allow
cross-L2 transfers to happen without needing to pay L1 gas per transfer,
and without needing liquidity-provider-based techniques like
ERC-7683.
Synchronous composability: allow synchronous
calls to happen either between a specific L2 and L1, or between multiple
L2s. This could be helpful in improving financial efficiency of defi
protocols. The former could be done without any cross-L2 coordination;
the latter would require shared
sequencing. Based
rollups are automatically friendly to all of these
techniques.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
Many of the examples above face standard dilemmas of when to
standardize and what layers to standardize. If you standardize too
early, you risk entrenching an inferior solution. If you standardize too
late, you risk creating needless fragmentation. In some cases, there is
both a short-term solution that has weaker properties but is easier to
implement, and a long-term solution that is "ultimately right" but will
take quite a few years to get there.
One way in which this section is unique, is that these tasks are not
just technical problems: they are also (perhaps even primarily!) social
problems. They require L2s and wallets and L1 to cooperate. Our ability
to handle this problem successfully is a test of our ability to stick
together as a community.
How does
it interact with other parts of the roadmap?
Most of these proposals are "higher-layer" constructions, and so do
not greatly affect L1 considerations. One exception is shared
sequencing, which has heavy impacts on MEV.
Scaling execution on L1
What problem are we solving?
If L2s become very scalable and successful but L1 remains capable of
processing only a very low volume of transactions, there are many risks
to Ethereum that might arise:
- The economic situation of ETH the asset becomes more risky, which in
turn affects long-run security of the network.
- Many L2s benefit from being closely tied to a highly developed
financial ecosystem on L1, and if this ecosystem greatly weakens, the
incentive to become an L2 (instead of being an independent L1)
weakens
- It will take a long time before L2s have exactly the same security
assurances as L1.
- If an L2 fails (eg. due to a malicious or disappearing operator),
users would still need to go through L1 in order to recover their
assets. Hence, L1 needs to be powerful enough to be able to at least
occasionally actually handle a highly complex and chaotic wind-down of
an L2.
For these reasons, it is valuable to continue scaling L1 itself, and
making sure that it can continue to accommodate a growing number of
uses.
What is it and how does it
work?
The easiest way to scale is to simply increase the gas
limit. However, this risks centralizing the L1, and thus
weakening the other important property that makes the Ethereum L1 so
powerful: its credibility as a robust base layer. There is an ongoing
debate about what degree of simple gas limit increase is sustainable,
and this also changes based on which other technologies get implemented
to make larger blocks easier to verify (eg. history expiry,
statelessness, L1 EVM validity proofs). Another important thing to keep
improving is simply the efficiency of Ethereum client software, which is
far more optimized today than it was five years ago. An
effective L1 gas limit increase strategy would involve accelerating
these verification technologies.
Another scaling strategy involves identifying specific features and
types of computation that can be made cheaper without harming the
decentralization of the network or its security properties. Examples of
this include:
- EOF - a new EVM bytecode
format that is more friendly to static analysis, allowing for faster
implementations. EOF bytecode could be given lower gas costs to take
these efficiencies into account.
- Multidimensional
gas pricing - establishing separate basefees and limits for
computation, data and storage can increase the Ethereum L1's
average capacity without increasing its maximum
capacity (and hence creating new security risks).
- Reduce gas costs of specific opcodes and
precompiles - historically, we have had several rounds of increasing gas costs for certain
operations that were underpriced in order to avoid denial of
service attacks. What we have had less of, and could do much more, is
reducing gas costs for operations that are overpriced.
For example, addition is much cheaper than multiplication, but the costs
of the
ADD
and MUL
opcodes are currently the
same. We could make ADD
cheaper, and even simpler opcodes
such as PUSH
even cheaper.
- EVM-MAX
and SIMD:
EVM-MAX ("modular arithmetic extensions") is a proposal to allow more
efficient native big-number modular math as a separate module of the
EVM. Values computed by EVM-MAX computations would only be accessible by
other EVM-MAX opcodes, unless deliberately exported; this allows greater
room to store these values in optimized
formats. SIMD ("single instruction multiple data") is a proposal to
allow efficiently executing the same instruction on an array of values.
The two together can create a powerful coprocessor
alongside the EVM that could be used to much more efficiently implement
cryptographic operations. This would be especially useful for privacy
protocols, and for L2 proof systems, so it would help both L1 and L2
scaling.
These improvements will be discussed in more detail in a future post
on the Splurge.
Finally, a third strategy is native rollups (or
"enshrined rollups"): essentially, creating many copies of the EVM that
run in parallel, leading to a model that is equivalent to what rollups
can provide, but much more natively integrated into the protocol.
What are some links
to existing research?
What is left to
do, and what are the tradeoffs?
There are three strategies for L1 scaling, which can be pursued
individually or in parallel:
- Improve technology (eg. client code, stateless clients, history
expiry) to make the L1 easier to verify, and then
raise the gas limit
- Make specific operations cheaper, increasing
average capacity without increasing worst-case risks
- Native rollups (ie. "create N parallel copies of
the EVM", though potentially giving developers a lot of flexibility in
the parameters of the copies they deploy)
It's worth understanding that these are different techniques that
have different tradeoffs. For example, native rollups have many of the
same weaknesses in composability as regular rollups: you cannot send a
single transaction that synchronously performs operations across many of
them, like you can with contracts on the same L1 (or L2). Raising the
gas limit takes away from other benefits that can be achieved by making
the L1 easier to verify, such as increasing the portion of users that
run verifying nodes, and increasing solo stakers. Making specific
operations in the EVM cheaper, depending on how it's done, can increase
total EVM complexity.
A big question that any L1 scaling roadmap needs to answer is:
what is the ultimate vision for what belongs on L1 and what
belongs on L2? Clearly, it's absurd for everything to
go on L1: the potential use cases go into the hundreds of thousands of
transactions per second, and that would make the L1 completely unviable
to verify (unless we go the native rollup route). But we do need
some guiding principle, so that we can make sure that we are
not creating a situation where we increase the gas limit 10x, heavily
damage the Ethereum L1's decentralization, and find that we've only
gotten to a world where instead of 99% of activity being on L2, 90% of
activity is on L2, and so the result otherwise looks almost the same,
except for an irreversible loss of much of what makes Ethereum L1
special.
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)
One proposed view of a "division of labor" between L1 and
L2s, source.
How does
it interact with other parts of the roadmap?
Bringing more users onto L1 implies improving not just scale, but
also other aspects of L1. It means that more MEV will remain on L1 (as
opposed to becoming a problem just for L2s), and so will be even more of
a pressing need to handle it explicitly. It greatly increases the value
of having fast slot times on L1. And it's also heavily dependent on
verification of L1 ("the Verge") going well.
Possible futures of the Ethereum protocol, part 2: The Surge
2024 Oct 17 See all postsSpecial thanks to Justin Drake, Francesco, Hsiao-wei Wang, @antonttc and Georgios Konstantopoulos
At the beginning, Ethereum had two scaling strategies in its roadmap. One (eg. see this early paper from 2015) was "sharding": instead of verifying and storing all of the transactions in the chain, each node would only need to verify and store a small fraction of the transactions. This is how any other peer-to-peer network (eg. BitTorrent) works too, so surely we could make blockchains work the same way. Another was layer 2 protocols: networks that would sit on top of Ethereum in a way that allow them to fully benefit from its security, while keeping most data and computation off the main chain. "Layer 2 protocols" meant state channels in 2015, Plasma in 2017, and then rollups in 2019. Rollups are more powerful than state channels or Plasma, but they require a large amount of on-chain data bandwidth. Fortunately, by 2019 sharding research had solved the problem of verifying "data availability" at scale. As a result, the two paths converged, and we got the rollup-centric roadmap which continues to be Ethereum's scaling strategy today.
The Surge, 2023 roadmap edition.
The rollup-centric roadmap proposes a simple division of labor: the Ethereum L1 focuses on being a robust and decentralized base layer, while L2s take on the task of helping the ecosystem scale. This is a pattern that recurs everywhere in society: the court system (L1) is not there to be ultra-fast and efficient, it's there to protect contracts and property rights, and it's up to entrepreneurs (L2) to build on top of that sturdy base layer and take humanity to (metaphorical and literal) Mars.
This year, the rollup-centric roadmap has seen important successes: Ethereum L1 data bandwidth has increased greatly with EIP-4844 blobs, and multiple EVM rollups are now at stage 1. A very heterogeneous and pluralistic implementation of sharding, where each L2 acts as a "shard" with its own internal rules and logic, is now reality. But as we have seen, taking this path has some unique challenges of its own. And so now our task is to bring the rollup-centric roadmap to completion, and solve these problems, while preserving the robustness and decentralization that makes the Ethereum L1 special.
The Surge: key goals
In this chapter
Aside: the scalability trilemma
The scalability trilemma was an idea introduced in 2017, which argued that there is a tension between three properties of a blockchain: decentralization (more specifically: low cost to run a node), scalability (more specifically: high number of transactions processed), and security (more specifically: an attacker needing to corrupt a large portion of the nodes in the whole network to make even a single transaction fail).
Notably, the trilemma is not a theorem, and the post introducing the trilemma did not come with a mathematical proof. It did give a heuristic mathematical argument: if a decentralization-friendly node (eg. consumer laptop) can verify N transactions per second, and you have a chain that processes k*N transactions per second, then either (i) each transaction is only seen by 1/k of nodes, which implies an attacker only needs to corrupt a few nodes to push a bad transaction through, or (ii) your nodes are going to be beefy and your chain not decentralized. The purpose of the post was never to show that breaking the trilemma is impossible; rather, it was to show that breaking the trilemma is hard - it requires somehow thinking outside of the box that the argument implies.
For many years, it has been common for some high-performance chains to claim that they solve the trilemma without doing anything clever at a fundamental architecture level, typically by using software engineering tricks to optimize the node. This is always misleading, and running a node in such chains always ends up far more difficult than in Ethereum. This post gets into some of the many subtleties why this is the case (and hence, why L1 client software engineering alone cannot scale Ethereum itself).
However, the combination of data availability sampling and SNARKs does solve the trilemma: it allows a client to verify that some quantity of data is available, and some number of steps of computation were carried out correctly, while downloading only a small portion of that data and running a much smaller amount of computation. SNARKs are trustless. Data availability sampling has a nuanced few-of-N trust model, but it preserves the fundamental property that non-scalable chains have, which is that even a 51% attack cannot force bad blocks to get accepted by the network.
Another way to solve the trilemma is Plasma architectures, which use clever techniques to push the responsibility to watch for data availability to the user in an incentive-compatible way. Back in 2017-2019, when all we had to scale computation was fraud proofs, Plasma was very limited in what it could safely do, but the mainstreaming of SNARKs makes Plasma architectures far more viable for a wider array of use cases than before.
Further progress in data availability sampling
What problem are we solving?
As of 2024 March 13, when the Dencun upgrade went live, the Ethereum blockchain has three ~125 kB "blobs" per 12-second slot, or ~375 kB per slot of data availability bandwidth. Assuming transaction data is published onchain directly, an ERC20 transfer is ~180 bytes, and so the maximum TPS of rollups on Ethereum is:
375000 / 12 / 180 = 173.6 TPS
If we add Ethereum's calldata (theoretical max: 30 million gas per slot / 16 gas per byte = 1,875,000 bytes per slot), this becomes 607 TPS. With PeerDAS, the plan is to increase the blob count target to 8-16, which would give us 463-926 TPS in calldata.
This is a major increase over the Ethereum L1, but it is not enough. We want much more scalability. Our medium-term target is 16 MB per slot, which if combined with improvements in rollup data compression would give us ~58,000 TPS.
What is it and how does it work?
PeerDAS is a relatively simple implementation of "1D sampling". Each blob in Ethereum is a degree-4096 polynomial over a 253-bit prime field. We broadcast "shares" of the polynomial, where each share consists of 16 evaluations at an adjacent 16 coordinates taken from a total set of 8192 coordinates. Any 4096 of the 8192 evaluations (with current proposed parameters: any 64 of the 128 possible samples) can recover the blob.
PeerDAS works by having each client listen on a small number of subnets, where the i'th subnet broadcasts the i'th sample of any blob, and additionally asks for blobs on other subnets that it needs by asking its peers in the global p2p network (who would be listening to different subnets). A more conservative version, SubnetDAS, uses only the subnet mechanism, without the additional layer of asking peers. A current proposal is for nodes participating in proof of stake to use SubnetDAS, and for other nodes (ie. "clients") to use PeerDAS.
Theoretically, we can scale 1D sampling pretty far: if we increase the blob count maximum to 256 (so, the target to 128), then we would get to our 16 MB target while data availability sampling would only cost each node 16 samples * 128 blobs * 512 bytes per sample per blob = 1 MB of data bandwidth per slot. This is just barely within our reach of tolerance: it's doable, but it would mean bandwidth-constrained clients cannot sample. We could optimize this somewhat by decreasing blob count and increasing blob size, but this would make reconstruction more expensive.
And so ultimately we want to go further, and do 2D sampling, which works by random sampling not just within blobs, but also between blobs. The linear properties of KZG commitments are used to "extend" the set of blobs in a block with a list of new "virtual blobs" that redundantly encode the same information.
2D sampling. Source: a16z crypto
Crucially, computing the extension of the commitments does not require having the blobs, so the scheme is fundamentally friendly to distributed block construction. The node actually constructing the block would only need to have the blob KZG commitments, and can themslves rely on DAS to verify the availability of the blobs. 1D DAS is also inherently friendly to distributed block construction.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
The immediate next step is to finish the implementation and rollout of PeerDAS. From there, it's a progressive grind to keep increasing the blob count on PeerDAS while carefully watching the network and improving the software to ensure safety. At the same time, we want more academic work on formalizing PeerDAS and other versions of DAS and its interactions with issues such as fork choice rule safety.
Further into the future, we need much more work figuring out the ideal version of 2D DAS and proving its safety properties. We also want to eventually migrate away from KZG to a quantum-resistant, trusted-setup-free alternative. Currently, we do not know of candidates that are friendly to distributed block building. Even the expensive "brute force" technique of using recursive STARKs to generate proofs of validity for reconstructing rows and columns does not suffice, because while technically a STARK is O(log(n) * log(log(n)) hashes in size (with STIR), in practice a STARK is almost as big as a whole blob.
The realistic paths I see for the long term are:
We can view these along a tradeoff spectrum:
Note that this choice exists even if we decide to scale execution on L1 directly. This is because if L1 is to process lots of TPS, L1 blocks will become very big, and clients will want an efficient way to verify that they are correct, so we would have to use the same technology that powers rollups (ZK-EVM and DAS) at L1.
How does it interact with other parts of the roadmap?
The need for 2D DAS is somewhat lessened, or at least delayed, if data compression (see below) is implemented, and it's lessened even further if Plasma is widely used. DAS also poses a challenge to distributed block building protocols and mechanisms: while DAS is theoretically friendly to distributed reconstruction, this needs to be combined in practice with inclusion list proposals and their surrounding fork choice mechanics.
Data compression
What problem are we solving?
Each transaction in a rollup takes a significant amount of data space onchain: an ERC20 transfer takes about 180 bytes. Even with ideal data availability sampling, this puts a cap on scalability of layer 2 protocols. With 16 MB per slot, we get:
16000000 / 12 / 180 = 7407 TPS
What if in addition to tackling the numerator, we can also tackle the denominator, and make each transaction in a rollup take fewer bytes onchain?
What is it and how does it work?
The best explanation in my opinion is this diagram from two years ago:
The simplest gains are just zero-byte compression: replacing each long sequence of zero bytes with two bytes representing how many zero bytes there are. To go further, we take advantage of the specific properties of transactions:
What are some links to existing research?
What is left to do, and what are the tradeoffs?
The main thing left to do is to actually implement the above schemes. The main tradeoffs are:
How does it interact with other parts of the roadmap?
Adoption of ERC-4337, and eventually the enshrinement of parts of it in L2 EVMs, can greatly hasten the deployment of aggregation techniques. Enshrinement of parts of ERC-4337 on L1 can hasten its deployment on L2s.
Generalized Plasma
What problem are we solving?
Even with 16 MB blobs and data compression, 58,000 TPS is not necessarily enough to fully take over consumer payments, decentralized social or other high-bandwidth sectors, and this becomes especially true if we start taking privacy into account, which could drop scalability by 3-8x. For high-volume, low-value applications, one option today is a validium, which keeps data off-chain and has an interesting security model where the operator cannot steal users' funds, but they can disappear and temporarily or permanently freeze all users' funds. But we can do better.
What is it and how does it work?
Plasma is a scaling solution that involves an operator publishing blocks offchain, and putting the Merkle roots of those blocks onchain (as opposed to rollups, where the full block is put onchain). For each block, the operator sends to each user a Merkle branch proving what happened, or did not happen, to that user's assets. Users can withdraw their assets by providing a Merkle branch. Importantly, this branch does not have to be rooted in the latest state - for this reason, even if data availability fails, the user can still recover their assets by withdrawing the latest state they have that is available. If a user submits an invalid branch (eg. exiting an asset that they already sent to someone else, or the operator themselves creating an asset out of thin air), an onchain challenge mechanism can adjudicate who the asset rightfully belongs to.
A diagram of a Plasma Cash chain. Transactions spending coin
i
are put into thei
'th position in the tree. In this example, assuming all previous trees are valid, we know that Eve currently owns coin 1, David owns coin 4 and George owns coin 6.Early versions of Plasma were only able to handle the payments use case, and were not able to effectively generalize further. If we require each root to be verified with a SNARK, however, Plasma becomes much more powerful. Each challenge game can be simplified significantly, because we take away most possible paths for the operator to cheat. New paths also open up to allow Plasma techniques to be extended to a much more general class of assets. Finally, in the case where the operator does not cheat, users can withdraw their funds instantly, without needing to wait for a one-week challenge period.
One way (not the only way) to make an EVM plasma chain: use a ZK-SNARK to construct a parallel UTXO tree that reflects the balance changes made by the EVM, and defines a unique mapping of what is "the same coin" at different points in history. A Plasma construction can then be built on top of that.
One key insight is that the Plasma system does not need to be perfect. Even if you can only protect a subset of assets (eg. even just coins that have not moved in the past week), you've already greatly improved on the status quo of ultra-scalable EVM, which is a validium.
Another class of constructions is hybrid plasma/rollups, such as Intmax. These constructions put a very small amount of data per user onchain (eg. 5 bytes), and by doing so, get properties that are somewhere between plasma and rollups: in the Intmax case, you get a very high level of scalability and privacy, though even in the 16 MB world capacity is theoretically capped to roughly 16,000,000 / 12 / 5 = 266,667 TPS.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
The main remaining task is to bring Plasma systems to production. As mentioned above, "plasma vs validium" is not a binary: any validium can have its safety properties improved at least a little bit by adding Plasma features into the exit mechanism. The research part is in getting optimal properties (in terms of trust requirements, and worst-case L1 gas cost, and vulnerability to DoS) for an EVM, as well as alternative application specific constructions. Additionally, the greater conceptual complexity of Plasma relative to rollups needs to be addressed directly, both through research and through construction of better generalized frameworks.
The main tradeoff in using Plasma designs is that they depend more on operators and are harder to make "based", though hybrid plasma/rollup designs can often avoid this weakness.
How does it interact with other parts of the roadmap?
The more effective Plasma solutions can be, the less pressure there is for the L1 to have a high-performance data availability functionality. Moving activity to L2 also reduces MEV pressure on L1.
Maturing L2 proof systems
What problem are we solving?
Today, most rollups are not yet actually trustless; there is a security council that has the ability to override the behavior of the (optimistic or validity) proof system. In some cases, the proof system is not even live at all, or if it is it only has an "advisory" functionality. The furthest ahead are (i) a few application-specific rollups, such as Fuel, which are trustless, and (ii) as of the time of this writing, Optimism and Arbitrum, two full-EVM rollups that have achieved a partial-trustlessness milestone known as "stage 1". The reason why rollups have not gone further is concern about bugs in the code. We need trustless rollups, and so we need to tackle this problem head on.
What is it and how does it work?
First, let us recap the "stage" system, originally introduced in this post. There are more detailed requirements, but the summary is:
The goal is to reach Stage 2. The main challenge in reaching stage 2 is getting enough confidence that the proof system actually is trustworthy enough. There are two major ways to do this:
Stylized diagram of a multi-prover, combining one optimistic proof system, one validity proof system and a security council.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
For formal verification, a lot. We need to create a formally verified version of an entire SNARK prover of an EVM. This is an incredibly complex project, though it is one that we have already started. There is one trick that significantly simplifies the task: we can make a formally verified SNARK prover of a minimal VM, eg. RISC-V or Cairo, and then write an implementation of the EVM in that minimal VM (and formally prove its equivalence to some other EVM specification).
For multi-provers, there are two main remaining pieces. First, we need to get enough confidence in at least two different proof systems, both that they are reasonably safe individually and that if they break, they would break for different and unrelated reasons (and so they would not break at the same time). Second, we need to get a very high level of assurance in the underlying logic that merges the proof systems. This is a much smaller piece of code. There are ways to make it extremely small - just store funds in a Safe multisig contract whose signers are contracts representing individual proof systems - but this has the tradeoff of high onchain gas costs. Some balance between efficiency and safety will need to be found.
How does it interact with other parts of the roadmap?
Moving activity to L2 reduces MEV pressure on L1.
Cross-L2 interoperability improvements
What problem are we solving?
One major challenge with the L2 ecosystem today is that it is difficult for users to navigate. Furthermore, the easiest ways of doing so often re-introduce trust assumptions: centralized bridges, RPC clients, and so forth. If we are serious about the idea that L2s are part of Ethereum, we need to make using the L2 ecosystem feel like using a unified Ethereum ecosystem.
An example of pathologically bad (and even dangerous: I personally lost $100 to a chain-selection mistake here) cross-L2 UX - though this is not Polymarket's fault, cross-L2 interoperability should be the responsibility of wallets and the Ethereum standards (ERC) community. In a well-functioning Ethereum ecosystem, sending coins from L1 to L2, or from one L2 to another, should feel just like sending coins within the same L1.
What is it and how does it work?
There are many categories of cross-L2 interoperability improvements. In general, the way to come up with these is to notice that in theory, a rollup-centric Ethereum is the same thing as L1 execution sharding, and then ask where the current Ethereum L2-verse falls short of that ideal in practice. Here are a few:
How a light client can update its view of the Ethereum header chain. Once you have the header chain, you can use Merkle proofs to validate any state object. And once you have the right L1 state objects, you can use Merkle proofs (and possibly signatures, if you want to check preconfirmations) to validate any state object on L2. Helios does the former already. Extending to the latter is a standardization challenge.
A stylized diagram of how keystore wallets work.
More radical "shared token bridge" ideas: imagine a world where all L2s are validity proof rollups, that commit to Ethereum every slot. Even in this world, moving assets from one L2 to another L2 "natively" would require withdrawaing and depositing, which requires paying a substantial amount of L1 gas. One way to solve this is to create a shared minimal rollup, whose only function would be to maintain the balances of how many tokens of which type are owned by which L2, and allow those balances to be updated en masse by a series of cross-L2 send operations initiated by any of the L2s. This would allow cross-L2 transfers to happen without needing to pay L1 gas per transfer, and without needing liquidity-provider-based techniques like ERC-7683.
Synchronous composability: allow synchronous calls to happen either between a specific L2 and L1, or between multiple L2s. This could be helpful in improving financial efficiency of defi protocols. The former could be done without any cross-L2 coordination; the latter would require shared sequencing. Based rollups are automatically friendly to all of these techniques.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
Many of the examples above face standard dilemmas of when to standardize and what layers to standardize. If you standardize too early, you risk entrenching an inferior solution. If you standardize too late, you risk creating needless fragmentation. In some cases, there is both a short-term solution that has weaker properties but is easier to implement, and a long-term solution that is "ultimately right" but will take quite a few years to get there.
One way in which this section is unique, is that these tasks are not just technical problems: they are also (perhaps even primarily!) social problems. They require L2s and wallets and L1 to cooperate. Our ability to handle this problem successfully is a test of our ability to stick together as a community.
How does it interact with other parts of the roadmap?
Most of these proposals are "higher-layer" constructions, and so do not greatly affect L1 considerations. One exception is shared sequencing, which has heavy impacts on MEV.
Scaling execution on L1
What problem are we solving?
If L2s become very scalable and successful but L1 remains capable of processing only a very low volume of transactions, there are many risks to Ethereum that might arise:
For these reasons, it is valuable to continue scaling L1 itself, and making sure that it can continue to accommodate a growing number of uses.
What is it and how does it work?
The easiest way to scale is to simply increase the gas limit. However, this risks centralizing the L1, and thus weakening the other important property that makes the Ethereum L1 so powerful: its credibility as a robust base layer. There is an ongoing debate about what degree of simple gas limit increase is sustainable, and this also changes based on which other technologies get implemented to make larger blocks easier to verify (eg. history expiry, statelessness, L1 EVM validity proofs). Another important thing to keep improving is simply the efficiency of Ethereum client software, which is far more optimized today than it was five years ago. An effective L1 gas limit increase strategy would involve accelerating these verification technologies.
Another scaling strategy involves identifying specific features and types of computation that can be made cheaper without harming the decentralization of the network or its security properties. Examples of this include:
ADD
andMUL
opcodes are currently the same. We could makeADD
cheaper, and even simpler opcodes such asPUSH
even cheaper.These improvements will be discussed in more detail in a future post on the Splurge.
Finally, a third strategy is native rollups (or "enshrined rollups"): essentially, creating many copies of the EVM that run in parallel, leading to a model that is equivalent to what rollups can provide, but much more natively integrated into the protocol.
What are some links to existing research?
What is left to do, and what are the tradeoffs?
There are three strategies for L1 scaling, which can be pursued individually or in parallel:
It's worth understanding that these are different techniques that have different tradeoffs. For example, native rollups have many of the same weaknesses in composability as regular rollups: you cannot send a single transaction that synchronously performs operations across many of them, like you can with contracts on the same L1 (or L2). Raising the gas limit takes away from other benefits that can be achieved by making the L1 easier to verify, such as increasing the portion of users that run verifying nodes, and increasing solo stakers. Making specific operations in the EVM cheaper, depending on how it's done, can increase total EVM complexity.
A big question that any L1 scaling roadmap needs to answer is: what is the ultimate vision for what belongs on L1 and what belongs on L2? Clearly, it's absurd for everything to go on L1: the potential use cases go into the hundreds of thousands of transactions per second, and that would make the L1 completely unviable to verify (unless we go the native rollup route). But we do need some guiding principle, so that we can make sure that we are not creating a situation where we increase the gas limit 10x, heavily damage the Ethereum L1's decentralization, and find that we've only gotten to a world where instead of 99% of activity being on L2, 90% of activity is on L2, and so the result otherwise looks almost the same, except for an irreversible loss of much of what makes Ethereum L1 special.
One proposed view of a "division of labor" between L1 and L2s, source.
How does it interact with other parts of the roadmap?
Bringing more users onto L1 implies improving not just scale, but also other aspects of L1. It means that more MEV will remain on L1 (as opposed to becoming a problem just for L2s), and so will be even more of a pressing need to handle it explicitly. It greatly increases the value of having fast slot times on L1. And it's also heavily dependent on verification of L1 ("the Verge") going well.