network-stories/pages/Helper Document.md

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# Understanding the Logos Blockchain Whitepaper
>Title: Understanding the Logos Blockchain Whitepaper | A High-Level Conceptual Overview/Review of the Logos Blockchain
>
>Purpose:
>This document reflects an approach of whitepaper review that combines a rough-draft whitepaper review containing comments/reflections/concerns with a further simplification of concepts to make everything more digestible to more people outside of the internal Status infra team for communication purposes. In addition, this review will provide a gauge of difficulty of understanding involved with various different terms/concepts.
>
Tags: #learning #whitepaper #Logos
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**"We build everything on top of consensus." **
Dr. Corey Petty
---
**How-To (Get Cookin')**
*There are some descriptions below which detail the usage of visual guidance metrics available in the form of "cookbook-like" instructions for how to consume this document:*
| Gauges | Description | Visualization |
| -------- | :-----------: | :----------: |
|Difficulty| 1-10 (Ticks/Pips) | [||||||||||] |
|Time | In Minutes | X Minutes |
|Resources | Article/Video Links w/ Visual Content | Conceptual & Pictoral "Ingredients List" of Links|
See below 'Recipe' and modify accordingly to above in Figma.
![](../Pasted%20image%2020220411034611.png)
---
**Operating Definitions:**
*Easiness/Difficulty* is defined as the ease of which the concepts can be generally understood.
*Time/Scope* is in reference to the size of information necessary to learn to gain a decent level of comprehension.
*Resources* is for links relevant to helping people understand the concepts.
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## Necessary Terminology by Layer
---
### The Six (6) Technology Layers of Logos as a Blockchain
- Terminology Template: [[here]]
#### Consensus
- [[BBA]]
- Difficulty: [||||||||||]
- Time: 5m
- Resources:
- [[Leaderless]]
- [[DAGs]]
- [[CIC]]
- [[Messaging]]
- [[Permissionless]]
- [[Scalability]]
- [[Decentralization]]
- [[Security]]
- [[Communication Costs]]
- [[Stream or Subgraph]]
- [[Staking]]
- [[Sybil Resistance]]
- [[CFT (Crash Fault Tolerant)]]
- [[BFT (Byzantine Fault Tolerant)]]
- [[Finality]]
- [[Social Applications]]
- [[Bootstrapping]]
- [[Rounds]]
- [[Round-less]]
- [[PBFT]]
- [[DAG-Based Consensus (Avalanche-like)]]
- [[Liveness]]
- [[Asynchronous (P2P)]]
- [[Execution-Layer Decoupling]]
- [[Interchangeability]]
- [[Liveness]]
- [[Extensibility]]
- [[Highly-Partitioned Blockchains with Local Views]]
- [[Ordering]]
- [[Reputation]]
- [[Confidence]]
- [[Network Congestion]]
- [[Topology]]
- [[Resilience (Consensus context)]]
- [[Verifiability]]
- [[Non-Repudiation]]
- [[Snowball]]
- [[Lachesis]]
- [[Glacier]]
#### Node Reputation
- [[Ikingut (Reputation Algorithm)]]
- [[Important Conceptual Goals]]
- Simple
- Lightweight
- Pluggable
- Adaptive
- Dynamic
- Robust
- No Transitive Trust
- Reasonable Bootstrap Time
- [[Reputation Polling]] (Polling Dynamics)
- [[Indirect Request]]
- [[Direct Request]]
- [[Unirep]] (an example)
- [[Qualities Necessary]]
- [[Requires Verifiability]]
- [[Requires Non-Repudiation]]
- [[Privacy Preserving]] (preserve origins of score, emit opinions without a way to trace back the origins - MPC)
- [[ Local Heuristic]]
- [[Algorithm]]
- Each Iteration
1. Voting
2. Agent Action (Post-Consensus Decision Finality)
- Min-Multiplicative Reputation Punishment
- Multiplicative
- Linear
- [[Experimental Research]]
- Starting Point
- Trust Wisdom per Node (requires further elaboration)
- Adversary Types and Effects (requires further elaboration)
- Current Stage of Testing/Challenges
- Silent-Omniscient Adversaries
- Modulating Punishment/No Punishment Impacts to Conditions
- Adding Multiplicative-min Punishment
- Attacks
- Con-Artist Attack
- The On-Off Attack
- Effects on Glacier Consensus
- Limitations
- No immediate defense against coordinated attacks
- Reputation does not add to security
- Future Work
- Circumstantial Impact of Reputation on Consensus
- Long-running Simulation
- Sudden changes in Collective Byzantine Behavior
- Pending Questions
1. Interaction of Stake-based and Reputation-based selection
- Stake simulations are necessary for exploring options
- Relevant in the incentives discussion?
2. How much (and if) does reputation really help in a coordinated attack? (Assuming patient con-artist attack)
- Complex interactions here, this model would particularly benefit having a prototype/PoC
- [[Node Challenges]]
1. [[Intermittence Flexibility | Maintain Operation in High-Churn Network]]
2. [[Sudden Changing Behavior]]
3. [[Bootstrapping Quickly]]
4. [[Resilience to Dynamic Unpredictable Network Changes (Can Handle Membership Volatility)]]
- [[Design]]
1. [[Local reputation view]]
2. [[Adaptive and Dynamic]]
3. [[Required Bootstrapping]]
- [[Network View Not Required]]
- [[Individual Node Reputation Not Required]]
- [[Eigentrust]]
- [[Transitive Trust]]
- [[Understanding the Math]]
- [[Trust Decay]]
- [[Malicious Clusters]] (describe nuances better | trusted nodes cannot overlap the malicious collective)
- [[Trust for Consensus]]
- [[Separation of Reputation]]
- [[Confidant]]
- [[XRep]]
- [[P-Grid]]
- [[R2Trust]]
- [[Generic Taxonomy]]
- [[Dimensions]]
- #Single
- Multiple
- [[Time computation]]
- [[Aggregation]]
- Deterministic sum of positive and negative ratings
- Probabilistic
- [[Logic]]
- Local vs gathered data
- Age of data
- Frequency of data
- Weight of multiple dimensions
- [[Value Control]]
- External
- Internal
- [[Data Aging]]
- None
- Decay
- Death of old/selected
- [[Selection]]
- Ranking-based
- Threshold (trusted/untrusted)
- Probabilistic selection
#### Network Layer and Mempool
- [[Node Discovery]]
- [[Subnetworks]]
- Design
- Implementation
- Ideas
- [[Mempool]]
- Challenges
- Approach
- Mempool Design
#### Staking and Multi-DAG
- [[Factory of DAGs]]
- Concept
- Algorithm
- [[Sub-DAG]]
- [[Cross-DAG]]
- [[Bridge (Intermediary) Nodes]]
- [[Gravity]]
- [[Application-Level User-Driven]]
- [[Direct Communication Channel]]
- [[Direct Communication VGER]]
- [[Challenges]]
- Probabilistic finality and cross-network communication
- Network partitioning, forks and cross-network communication
- Weak Subjectivity - Reputation of nodes matters to clients. Nodes are clients of other networks.
- [[Staking: Verifying Weights]]
- [[Glacier Algorithm Quiesces]]
- [[Approach]]
1. [[Deterministic Finality]]
2. [[Secondary Consensus Protocol]] (form local opinion on external DAG)
3. [[Intermediary DAG]] (Intersection of nodes participating mutually in common structures)
- [[Vertex Sealing]]
- [[XSub]] (Cross-sub-DAG communication)
- [[XDAG]] (Cross-DAG communication)
- [[XDAG Fees]]
- [[Communication Patterns]]
- Direct
- User-Coordinated Channel
- Sub-DAG-Coordinated Channel
- [[Stake Sub-DAG]]
- [[Totally-Ordered Chain]]
- [[Global Knowledge]]
- [[Alternative Designs]]
- [[2P-Set]]
- [[Per-Node Branch]]
#### Data Model and Concurrency
- Reference Work
- [[eUTXO]]
- References (Cardano foundational paper)
- Direct extension of the basic UTXO model
- Validator
- Datum
- Redeemer
- Ledger Description
- [[CKB]]
- Key feature: state space ownership
- Cell description
- Transaction description
- [[Zexe]]
- Key Feature: Privacy
- Transaction Description
- Record Description
- Approach
- [[Data Model Design]]
- Challenges
- Concept
- Data Structures and Constraints
- [[Concurrent Execution (Threads)]]
- [[Execution Patterns]]
- Useful patterns
- Example of EVM execution on this model
- Explore and describe
- Anti-patterns
- High Contention
- Low Affinity
#### Tokenomics
- [[Fees]]
- [[Rewards]]
- [[Slashing]]
- [[MEV]]