From d5986532447bf22cf4bb9b7052724dc0c7fcab52 Mon Sep 17 00:00:00 2001 From: Farooq <137903752+ufarooqstatus@users.noreply.github.com> Date: Wed, 13 Aug 2025 12:10:57 +0500 Subject: [PATCH] Performance Evaluation of GossipSub Improvement Proposals (#169) * Performance evaluation of current libp2p GossipSub performance improvement proposals * revisions on feedback * added conclusion (findings) part * some feedback/proofread fixes * vac forum discussion link added * updated filename to current date --- rlog/2025-08-12-gsub-perf-imp-comparison.mdx | 447 +++++++++++++++++++ static/img/gsub-imp-comparison/S1_BW.png | Bin 0 -> 81205 bytes static/img/gsub-imp-comparison/S1_Dup.png | Bin 0 -> 31934 bytes static/img/gsub-imp-comparison/S1_IWANT.png | Bin 0 -> 69399 bytes static/img/gsub-imp-comparison/S1_Lat.png | Bin 0 -> 59585 bytes static/img/gsub-imp-comparison/S2_BW.png | Bin 0 -> 79363 bytes static/img/gsub-imp-comparison/S2_Dup.png | Bin 0 -> 73934 bytes static/img/gsub-imp-comparison/S2_IWANT.png | Bin 0 -> 83979 bytes static/img/gsub-imp-comparison/S2_Lat.png | Bin 0 -> 84482 bytes static/img/gsub-imp-comparison/S3_BW.png | Bin 0 -> 79140 bytes static/img/gsub-imp-comparison/S3_Dup.png | Bin 0 -> 46213 bytes static/img/gsub-imp-comparison/S3_IWANT.png | Bin 0 -> 74664 bytes static/img/gsub-imp-comparison/S3_Lat.png | Bin 0 -> 75418 bytes 13 files changed, 447 insertions(+) create mode 100644 rlog/2025-08-12-gsub-perf-imp-comparison.mdx create mode 100644 static/img/gsub-imp-comparison/S1_BW.png create mode 100644 static/img/gsub-imp-comparison/S1_Dup.png create mode 100644 static/img/gsub-imp-comparison/S1_IWANT.png create mode 100644 static/img/gsub-imp-comparison/S1_Lat.png create mode 100644 static/img/gsub-imp-comparison/S2_BW.png create mode 100644 static/img/gsub-imp-comparison/S2_Dup.png create mode 100644 static/img/gsub-imp-comparison/S2_IWANT.png create mode 100644 static/img/gsub-imp-comparison/S2_Lat.png create mode 100644 static/img/gsub-imp-comparison/S3_BW.png create mode 100644 static/img/gsub-imp-comparison/S3_Dup.png create mode 100644 static/img/gsub-imp-comparison/S3_IWANT.png create mode 100644 static/img/gsub-imp-comparison/S3_Lat.png diff --git a/rlog/2025-08-12-gsub-perf-imp-comparison.mdx b/rlog/2025-08-12-gsub-perf-imp-comparison.mdx new file mode 100644 index 00000000..a4f9c682 --- /dev/null +++ b/rlog/2025-08-12-gsub-perf-imp-comparison.mdx @@ -0,0 +1,447 @@ +--- +title: 'Scaling libp2p GossipSub for Large Messages: An Evaluation of Performance Improvement Proposals' + + +date: 2025-08-12 12:00:00 +authors: farooq +published: true +slug: gsub-perf-imp-comparison + +categories: research +discuss: https://forum.vac.dev/t/vac-research-blog-performance-evaluation-of-gossipsub-improvement-proposals/556 + + +toc_min_heading_level: 2 +toc_max_heading_level: 5 +--- + +The original GossipSub design emphasizes robustness, with less focus on message sizes. +However, emerging use cases—such as Ethereum's EIP-4844 and +data availability sampling (DAS) require rapid propagation of high data volumes, +often in the form of large messages. +Many ongoing research efforts attempt to find solutions +for efficiently forwarding large messages through the GossipSub network. +This post provides a concise overview and performance evaluation of some research initiatives +aimed at improving GossipSub to meet the performance needs of modern P2P networks. +{/* truncate */} + +## Overview + +For each subscribed topic, GossipSub nodes maintain a full-message mesh of peers with a target degree $D$, +bounded by lower and upper thresholds $D_{low}$ and $D_{high}$​, respectively. +In parallel, a metadata-only (gossip) mesh includes additional $K$ peers for metadata exchange. +All messages flow through the full-message mesh, and metadata flows through the gossip mesh. + +The metadata contains IHAVE messages, announcing IDs of seen messages. +Upon receiving an IHAVE announcement about an unseen message ID, +a receiver responds with an IWANT request to retrieve the announced message. +IHAVE announcements serve multiple purposes: + +1. Offer additional resilience in situations involving non-conforming peers or network partitions. +2. Speed up message propagation by allowing far-off peers to fetch overdue messages. + +Since GossipSub v1.1 [[1](https://github.com/libp2p/specs/blob/master/pubsub/gossipsub/gossipsub-v1.1.md)], +replying to IWANT requests is optional, to safeguard honest peers from adversaries. +This change encourages peers to make redundant IWANT requests for the same message. +While this arrangement works well for small messages, it can be inefficient for bigger ones. +This inefficiency arises from an increase in duplicates +and a higher number of IWANT requests due to longer transmission times for large messages. +As a result, we observe a significant rise in bandwidth utilization and message dissemination times across the network. + +IDONTWANT messages in GossipSub v1.2 [[2](https://github.com/libp2p/specs/blob/master/pubsub/gossipsub/gossipsub-v1.2.md)] help reduce some duplicates. +However, further efforts are necessary to mitigate this problem +[[3](https://ethresear.ch/t/number-duplicate-messages-in-ethereums-gossipsub-network/19921), +[4](https://ethresear.ch/t/impact-of-idontwant-in-the-number-of-duplicates/22652)]. +That is why many recent works focus on improving GossipSub's performance when handling large messages +[[5](https://www.arxiv.org/abs/2505.17337), +[6](https://arxiv.org/abs/2504.10365), +[7](https://hackmd.io/X1DoBHtYTtuGqYg0qK4zJw), +[8](https://ethresear.ch/t/fulldas-towards-massive-scalability-with-32mb-blocks-and-beyond/19529), +[9](https://github.com/libp2p/specs/pull/681), +[10](https://ethresear.ch/t/pppt-fighting-the-gossipsub-overhead-with-push-pull-phase-transition/22118/1), +[11](https://github.com/libp2p/specs/pull/654), +[12](https://github.com/libp2p/specs/pull/653)]. + +In this post, we evaluate the push-pull phase transition (PPPT) mechanism +[[10](https://ethresear.ch/t/pppt-fighting-the-gossipsub-overhead-with-push-pull-phase-transition/22118/1)], +the GossipSub v1.4 proposal [[11](https://github.com/libp2p/specs/pull/654), +[5](https://www.arxiv.org/abs/2505.17337)], +and the GossipSub v2.0 proposal [[12](https://github.com/libp2p/specs/pull/653)] +for performance against Gossipsub v1.2. +For this purpose, we implement minimal proof-of-concept (PoC) versions of these protocols in nim-libp2p +[[13](https://github.com/vacp2p/nim-libp2p)] +and use the shadow simulator to provide performance evaluation results. + +We begin by discussing the issues of message dissemination times and duplicate messages in GossipSub. +Next, we provide a brief overview of the proposals under review, +followed by the experiments and findings from our performance evaluations. + + +## Message Transfer Time and Duplicates + +Assuming uniform link characteristics, message dissemination to full-message mesh concludes in +$\tau_D \approx (D \times \tau_{tx}) + \tau_p$ time, where $\tau_{tx} = \frac{S}{R}$, +with $S$, $R$, and $\tau_p$ being the message size, data rate, and link latency, respectively. + +This simplifies network-wide dissemination time to $\tau_{N} \approx \tau_D \times h$, +with $h$ indicating the number of hops along the longest path. +This implies that a tenfold increase in message size results in an eightyfold rise in $D \times \tau_{tx}$ for a mesh with $D = 8$, +which accumulates across $h$ hops. +This leads to two fundamental problems: + +1. A longer contention interval ($\tau_D$) increases the chance that peers receive the same message from multiple mesh members during that interval, +leading to redundant transmissions and more duplicates. +Reducing $D$ inadvertently increases $h$ — potentially slowing propagation overall. + +2. Peers are unaware of ongoing message receptions and may generate redundant IWANT requests +for the messages they are already receiving. +Most of these requests are entertained by early message receivers, +which increases message dissemination time by increasing the workload at peers situated along the optimal path. + +Talking about duplicates, a network comprising $N$ peers, +each with a degree $D$, has a total of $\frac {N \times D}{2}$ edges (links), +as every link connects two peers. +Assuming that a message traverses every link exactly once, +we get at least $\frac {N \times D}{2}$ transmissions. + +Only $N-1$ transmissions are necessary for delivering a message to all peers. +As a result, we get $\frac {N \times D}{2} -(N-1)$ duplicates in the network. +We can simplify average duplicates received by a single peer to $\bar{d}_{min} \approx \frac{D}{2}-1$. +Here, $\bar{d}_{min}$ represents the lower bound on average duplicates +because we assume that the send and receive operations are mutually exclusive. +This assumption requires that message transmission times (and link latencies) +are so small that no two peers simultaneously transmit the same message to each other. + +However, a large message can noticeably increase the contention interval, +which increases the likelihood that many peers will simultaneously transmit the same message to each other. + +Authors in [[14](https://streamr-public.s3.amazonaws.com/streamr-network-scalability-whitepaper-2020-08-20.pdf)] +explore the upper bound ($\bar{d}_{max}$) on duplicates. +They argue that a node can forward a received message to a maximum of $D-1$ peers +while the original publisher sends it to $D$ peers. +As a result, we get $N(D-1)+1$ transmissions in the network. +Only $N-1$ transmissions are necessary to deliver a message to all peers. +Remaining $N(D-1)+1-(N-1)$ transmissions are duplicates, +which simplifies the upper bound on average duplicates received by each peer to $\bar{d}_{max} \approx D-2$. +This rise indicates that larger messages can lead to more duplicates due to longer contention intervals. +It is essential to highlight that the impact of IWANT/IDONTWANT messages is not considered in $\bar{d}$ computations above. + + +## Protocols Considered + +### [Push-Pull Phase Transition (PPPT)](https://ethresear.ch/t/pppt-fighting-the-gossipsub-overhead-with-push-pull-phase-transition/22118/1) + +In PPPT, authors argue that most redundant transmissions occur during the later stages of message propagation. +As a message traverses through the network, +the peers forwarding the message should gradually reduce the number of mesh members that directly receive +the message (push) and send immediate IHAVE announcements to the remaining peers in the mesh. +The remaining mesh members can fetch any missing messages using IWANT requests (Pull). +The authors also suggest two strategies to estimate the message propagation stage: + +1. Include a hop count in the message header to identify the number of hops traversed by that message. +When a peer forwards a received message, +it performs a pull operation for a subset of mesh members that equals the specified hop count +and a push operation for the remaining mesh members. + +2. Infer the message propagation stage by looking into +the number of received IHAVE announcements and duplicates for that message. +Use this information to choose a balance between pull-based and push-based message forwarding. + +The authors suggest that instead of simultaneously pushing a message to the selected peers, +sequentially initiating transmission to each peer after a short delay +enhances the likelihood of timely receiving a higher number of IDONTWANT requests. + + +#### Key Considerations and [PoC Implementation](https://github.com/vacp2p/nim-libp2p/tree/research_gs_pppt) + +The use of hop count is a more effective and straightforward method for identifying the message propagation stage +than relying on the duplicate count. +However, this approach may compromise the publisher's anonymity and reveal information about the publisher and its mesh members. +Additional due diligence may be needed to address these issues. + +In the PoC implementation [[15](https://github.com/vacp2p/nim-libp2p/tree/research_gs_pppt)], +we use hop count to determine the message propagation stage. +When forwarding a message, every peer selects a subset of mesh members +equal to the advertised hop count for pull operation and +forwards the message to the remaining mesh members. +If the advertised hop count exceeds the number of mesh members chosen for message forwarding, +the sender relays the message to all selected peers. + + +### [GossipSub v1.4 Proposal](https://github.com/libp2p/specs/pull/654) + +GossipSub v1.4 proposal considers longer large-message transfer times ($\tau_D$) as contention intervals and +argues that most duplicates occur during these intervals for two fundamental reasons: + +1. Peers are unaware of ongoing message receptions and +may generate redundant IWANT requests for messages they are already receiving. + +2. Peers can send IDONTWANT announcements only after receiving the entire message. +However, a large contention interval increases the likelihood that +many redundant transmissions will start before IDONTWANT messages are issued. + +GossipSub v1.4 proposal eliminates contention interval with help from two new control messages: +PREAMBLE and IMRECEIVING. +A PREAMBLE precedes every large message transmission. +Upon receiving a preamble, a peer learns about the messages it is receiving and performs two actions: + +1. Notify mesh members about ongoing message reception using an IMRECEIVING announcement. +On receiving an IMRECEIVING announcement from a peer, +mesh members defer sending the announced message to that peer. + +2. Defer IWANT requests for messages that are currently being received. +Peers also limit the outstanding IWANT requests for any message to one. + + +#### Key Considerations and [PoC Implementation](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v1_4) + +The use of PREAMBLE/IMRECEIVING addresses the limitation of IDONTWANT messages. +For instance, consider a peer $X$ begins receiving a message $m$ at time $t_1$. +It can transmit IDONTWANT only after receiving $m$, i.e., at time $t_1+\tau_D$. +Therefore, it can not cancel any duplicate receptions of $m$ that start before $t1 + \tau_D + \tau_p$. +In contrast, IMRECEIVING announcements for $m$ start at $t_1 + \Delta$, +where $\Delta$ denotes PREAMBLE processing time and satisfies $\Delta \ll \tau_D$. +As a result, peer $X$ can eliminate all duplicate receptions of $m$ that start after $t_1 + \Delta +\tau_p$, +which noticeably reduces duplicates. + +The use of PREAMBLE also allows deferring IWANT requests for messages we are already receiving, +which can also improve message dissemination time by +reducing the workload on peers along the optimal message forwarding path. + +It is worth mentioning that a malicious peer can exploit this approach by sending a PREAMBLE and +never completing (or deliberately delaying) the promised message transfer. +The optional safety strategy in GossipSub v1.4 proposal suggests using a peer score threshold +for PREAMBLE processing and a behavior penalty for broken promises. +A timeout strategy helps recover such messages. + +It is essential to mention that sending and processing of PREAMBLE and IMRECEIVING messages is optional. +This flexibility allows for the use of custom safety strategies in various implementations. +For example, the ongoing production-grade implementation of GossipSub v1.4 in nim-libp2p +allows peers to ignore PREAMBLEs unless they come from mesh members with higher data rates +(bandwidth estimation becomes trivial with PREAMBLEs) and good peer scores. +This implementation also lets peers choose between a push or pull strategy for handling broken promises. + +For the performance evaluations in this post, we utilize the PoC implementation of GossipSub v1.4 +[[16](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v1_4)]. +A complete, production-grade version is currently undergoing testing and validation +[[17](https://github.com/vacp2p/nim-libp2p/pull/1448)]. + + +### [GossipSub v2.0 Proposal](https://github.com/libp2p/specs/pull/653) + +GossipSub v2.0 introduces a hybrid method for message dissemination +that combines both push and pull strategies through two new control messages: IANNOUNCE and INEED. +These messages are analogous to IHAVE and IWANT messages, respectively. +However, IANNOUNCE messages are issued to the mesh members +immediately after validating a received message without waiting for the heartbeat interval. +Similarly, INEED requests are made exclusively to mesh members, +and a peer generates only one INEED request for a received message. + +The balance between push and pull approaches is determined by the $D_{announce}$ parameter. +On receiving a message, a peer forwards it to $D - D_{announce}$ mesh members and +sends IANNOUNCE messages to the remaining mesh peers. +On receiving an IANNOUNCE for an unseen message, +a peer can request it using an INEED message. + + +#### Key Considerations and [PoC Implementation](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v2_0) + +The $D_{announce}$ parameter governs the balance between push and pull operations. +Setting $D_{announce} = D$ results in a pull-only operation, +which can eliminate duplicates at the cost of increased message dissemination time. +In contrast, setting $D_{announce}$ to zero reverts to standard GossipSub v1.2 operation. +The authors suggest setting $D_{announce} = D-1$ to moderately decrease dissemination time +while incurring only a small number of duplicate transmissions. + +It is important to note that malicious peers can exploit this approach +by delaying or entirely omitting responses to INEED requests. +Similarly, sending INEED requests to suboptimal or overwhelmed peers can further increase message dissemination time. +The authors propose using a timeout strategy and negative peer scoring to address these issues. +If a message transfer does not complete within the specified interval, +the receiver decreases the sender's peer score +and issues a new INEED request to an alternative mesh member. + +For the performance evaluations in this post, +we utilize the PoC implementation of GossipSub v2.0 +[[18](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v2_0)] from nim-libp2p. +We set $D_{announce} = D-1$ and allow any peer to send a single IWANT request for a message, +only if it has not previously sent an INEED request for the same message. + + +## Experiments + +We conducted a series of experiments under various configurations to evaluate the performance of +the GossipSub v1.4 proposal, the PPPT approach, and the GossipSub v2.0 proposal +against the baseline GossipSub v1.2 protocol. +To support these evaluations, we extended the nim-libp2p implementation to include minimal PoC implementations of the considered protocols +[[16](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v1_4), +[15](https://github.com/vacp2p/nim-libp2p/tree/research_gs_pppt), +[18](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v2_0)] +and used the Shadow simulator [[19](https://github.com/vacp2p/dst-gossipsub-test-node/pull/6)] +to carry out performance evaluations. + +For GossipSub v1.4 and PPPT, we also report results from delayed forwarding, +where peers introduce a short delay before relaying a message to every mesh member. +This delay helps reduce the number of redundant transmissions +by increasing the likelihood of timely receiving a higher number of IDONTWANT notifications. + +We evaluate performance using network-wide message dissemination time (latency), +network-wide bandwidth utilization (bandwidth), +and the average number of duplicates received by a peer for every transmitted message. +We also report the average number of IWANT requests transmitted by a peer for a single message. + +For each experiment, we transmit multiple messages in the network. +We average the network-wide dissemination time for these messages to report latency. +Bandwidth refers to the total volume of traffic in the network, +encompassing control messages and data transmissions (including duplicates and IWANT replies). +A peer usually receives multiple copies of any transmitted message. +Excluding the first received message, all copies are duplicates. +We compute average duplicates received by a peer as $\frac{1}{N M} \sum_{j=1}^{M} \sum_{i=1}^{N} d_{i,j}$ +where $N$ and $M$ denote the number of peers and the number of transmitted messages, respectively, +and $d_{i,j}$ represents the number of duplicates received by peer $i$ for message $j$. +A similar mechanism computes average IWANT requests. + + +Three simulation scenarios are considered: + +- **Scenario 1:** The number of publishers and message size are kept constant while the network size gradually increases. + +- **Scenario 2:** The number of publishers and the network size remain constant while the message size gradually increases. + +- **Scenario 3:** The number of nodes and message size remain constant while the number of publishers gradually increases. + +In all experiments, we transmit multiple messages such that +every publisher sends exactly one message to the network. +After a publisher transmits a message, +each subsequent publisher waits for a specified interval (inter-message delay) before sending the next message. + +Rotating publishers ensures that every message traverses a different path, +which helps achieve fair performance evaluation. +On the other hand, changing inter-message delays allows for creating varying traffic patterns. +A shorter inter-message delay implies more messages can be in transit simultaneously, +which helps evaluate performance against large message counts. +A longer delay ensures every message is fully disseminated before introducing a new message. +Similarly, increasing message size stresses the network. +As a result, we evaluate performance across a broader range of use cases. + + +The simulation details are presented in the tables below. +The experiments are conducted using the shadow simulator. +We uniformly set peer bandwidths and link latencies between 40-200 Mbps and +40-130 milliseconds in five variations. + + +**Table 1:** Simulation Scenarios. +| **Experiment** | **No. of Nodes** | **No. of Publishers** | **Message Size (KB)** | **Inter-Message Delay (ms)** | +|:-------------:|:-------------:|:---------:|:-------------:|:---------:| +| Scenario 1 | 3000, 6000, 9000, 12000 | 7 | 150 | 10000 | +| Scenario 2 | 1500 | 10 | 200, 600, 1000, 1400, 1800 | 10000 | +| Scenario 3 | 1500 | 25, 50, 75, 100, 125 | 50 | 50 | + + +**Table 2:** Simulation Parameters. +| **Parameter** | **Value** | **Parameter** | **Value** | +|:-------------:|:---------:|:-------------:|:---------:| +| $D$ | 8 | $D_{low}$ | 6 | +| $D_{lazy}$ | 6 | $D_{high}$ | 12 | +| Gossip factor | 0.05 | Muxer | yamux | +| Heartbeat interval | 1000 ms | Floodpublish | false | +| Peer Bandwidth | 40-200 Mbps | Link Latency| 40-130ms | +| $D_{announce}$ GossipSub v2.0| 7 | Forward delay in PPPT/v1.4 with delay| 35 ms | + + +### Results + +#### Scenario1: Increasing Network Size + +| ![Bandwidth](/img/gsub-imp-comparison/S1_BW.png) | ![Latency](/img/gsub-imp-comparison/S1_Lat.png) | ![Duplicates](/img/gsub-imp-comparison/S1_Dup.png) | ![IWANTs](/img/gsub-imp-comparison/S1_IWANT.png) | +|:--:|:--:|:--:|:--:| +| Bandwidth | Latency | Average Duplicates | Average IWANT Requests | + + +#### Scenario2: Increasing Message Size + +| ![Bandwidth](/img/gsub-imp-comparison/S2_BW.png) | ![Latency](/img/gsub-imp-comparison/S2_Lat.png) | ![Duplicates](/img/gsub-imp-comparison/S2_Dup.png) | ![IWANTs](/img/gsub-imp-comparison/S2_IWANT.png) | +|:--:|:--:|:--:|:--:| +| Bandwidth | Latency | Average Duplicates | Average IWANT Requests | + + +#### Scenario3: Increasing Number of Publishers + +| ![Bandwidth](/img/gsub-imp-comparison/S3_BW.png) | ![Latency](/img/gsub-imp-comparison/S3_Lat.png) | ![Duplicates](/img/gsub-imp-comparison/S3_Dup.png) | ![IWANTs](/img/gsub-imp-comparison/S3_IWANT.png) | +|:--:|:--:|:--:|:--:| +| Bandwidth | Latency | Average Duplicates | Average IWANT Requests | + + +## Findings + +- The number of IWANT requests increases with the message size. +Limiting ongoing IWANT requests for each message to one can be beneficial. +Additionally, the use of message PREAMBLEs can help eliminate IWANT requests +for messages that are already being received. + +- Pull-based approaches can substantially reduce bandwidth utilization, +but may result in much longer message dissemination times. +However, these approaches can achieve simultaneous propagation of multiple messages +by implicitly rotating among outgoing messages. +As a result, increasing the number of messages yields similar dissemination times. + +- Transition from push to pull operation during the later stages of message propagation can reduce bandwidth consumption, +without compromising latency. +However, determining the propagation stage is challenging. +Methods like hop counts may compromise anonymity, +while using IHAVE announcements can be misleading. For instance, in the case of large messages, +peers may receive IHAVE announcements much earlier than the actual message spreads through the network. + +- Push-based approaches achieve the fastest message dissemination +but often produce a higher number of duplicate messages. +Employing mechanisms like PREAMBLE/IMRECEIVING messages +for guided elimination of duplicate messages can significantly reduce bandwidth consumption. +This reduction not only minimizes redundant transmissions +but also decreases the overall message dissemination time +by lessening the workload on peers located along optimal message forwarding paths. + + +Please feel free to join the discussion and leave feedback regarding this post in the +[VAC forum](https://forum.vac.dev/t/vac-research-blog-performance-evaluation-of-gossipsub-improvement-proposals/556). + + +## References + +[1] [GossipSub v1.1 Specifications](https://github.com/libp2p/specs/blob/master/pubsub/gossipsub/gossipsub-v1.1.md) + +[2] [GossipSub v1.2 Specifications](https://github.com/libp2p/specs/blob/master/pubsub/gossipsub/gossipsub-v1.2.md) + +[3] [Number of Duplicate Messages in Ethereum’s Gossipsub Network](https://ethresear.ch/t/number-duplicate-messages-in-ethereums-gossipsub-network/19921) + +[4] [Impact of IDONTWANT in the Number of Duplicates](https://ethresear.ch/t/impact-of-idontwant-in-the-number-of-duplicates/22652) + +[5] [PREAMBLE and IMRECEIVING for Improved Large Message Handling](https://www.arxiv.org/abs/2505.17337) + +[6] [Staggering and Fragmentation for Improved Large Message Handling](https://arxiv.org/abs/2504.10365) + +[7] [GossipSub for Big Messages](https://hackmd.io/X1DoBHtYTtuGqYg0qK4zJw) + +[8] [FullDAS: Towards Massive Scalability with 32MB Blocks and Beyond](https://ethresear.ch/t/fulldas-towards-massive-scalability-with-32mb-blocks-and-beyond/19529) + +[9] [Choke Extension for GossipSub](https://github.com/libp2p/specs/pull/681) + +[10] [PPPT: Fighting the GossipSub Overhead with Push-Pull Phase Transition](https://ethresear.ch/t/pppt-fighting-the-gossipsub-overhead-with-push-pull-phase-transition/22118/1) + +[11] [GossipSub v1.4 Specifications Proposal](https://github.com/libp2p/specs/pull/654) + +[12] [GossipSub v2.0 Specifications Proposal](https://github.com/libp2p/specs/pull/653) + +[13] [Libp2p Implementation in nim](https://github.com/vacp2p/nim-libp2p) + +[14] [The Streamr Network: Performance and Scalability](https://streamr-public.s3.amazonaws.com/streamr-network-scalability-whitepaper-2020-08-20.pdf) + +[15] [PPPT: PoC Implementation in nim-libp2p](https://github.com/vacp2p/nim-libp2p/tree/research_gs_pppt) + +[16] [GossipSub v1.4: PoC Implementation in nim-libp2p](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v1_4) + +[17] [GossipSub v1.4: Production-Grade Implementation in nim-libp2p](https://github.com/vacp2p/nim-libp2p/pull/1448) + +[18] [GossipSub v2.0: PoC Implementation in nim-libp2p](https://github.com/vacp2p/nim-libp2p/tree/research_gs_v2_0) + +[19] 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