Discover and read the best of Twitter Threads about #scalability
Most recents (24)
1/15 🧵💡 Decentralized storage & compute could truly supercharge the #InternetOfThings (#IoT). But how? Let's unpack this crucial evolution for our hyper-connected world. 🌐👇
2/15 📚 First, it's crucial to understand the concepts. #DecentralizedStorage refers to data storage spread across multiple devices or locations, rather than a central server. #DecentralizedCompute refers to computations performed on these distributed devices.💻🌍
3/15 📈 IoT devices generate an enormous amount of data daily. Centralized servers currently deal with this load, but as more and more devices connect, scalability becomes a challenge. Decentralization offers a solution. #EdgeComputing #Scalability
Well @Justin_Bons that is why $DAG exists 😉
Let's explore together how @Conste11ation validates data at the edge and why Metagraphs are the perfect solution for integrating AI with Blockchain
#edgecomputing #EdgeData #BigData
Ready set go 🚀
Down the #HGTP rabbit hole 👇
Let's explore together how @Conste11ation validates data at the edge and why Metagraphs are the perfect solution for integrating AI with Blockchain
#edgecomputing #EdgeData #BigData
Ready set go 🚀
Down the #HGTP rabbit hole 👇
AI is only as good as its data. With the rise of IoT devices and real-time data processing, the need for efficient and scalable edge computing solutions is paramount. Enter HGTP and Metagraphs by @Conste11ation $DAG #AI #EdgeComputing
1/ Exciting news! @PhotonsHedge elevates asset management with ENS Layer 2 (Off-chain Data Support), boosting scalability, efficiency, and security for digital assets.
A Thread🧵
👇👇👇
A Thread🧵
👇👇👇
2/ Ever since Lead Developer at ENS @nicksdjohnson announced in a 2022 tweet, the 1st version of the implementation of ENS off-chain resolution, it has grown to become the most widely integrated blockchain naming standard. This unprecedented growth is the reason for our adoption.
@nicksdjohnson 3/ With ENS Layer 2, @PhotonsHedge can provide seamless resolution services across the entire ecosystem which includes wallets (e.g @TrustWallet), apps (e.g @opensea), and browsers extensions (e.g @brave), enabling investors to leverage the benefits of these scalable solutions.
Tackling the #crypto trilemma, #PartisiaBlockchain aims to address scalability, privacy, and interoperability with a dual-layer approach.
Ambitious? Definitely.
Let's take a closer look at the project and its distinctive #tokenomics. @partisiampc
🧵 by @FlorentPorrot
1/15
Ambitious? Definitely.
Let's take a closer look at the project and its distinctive #tokenomics. @partisiampc
🧵 by @FlorentPorrot
1/15
Offering a dual-layer solution, Partisia features consensus, governance & interoperable Zero-Knowledge & Oracle services.
The 2nd layer is essentially a platform for ZK computations - on-chain, off-chain, inter-chain, bolstering blockchain privacy in a decentralized way.
2/15
The 2nd layer is essentially a platform for ZK computations - on-chain, off-chain, inter-chain, bolstering blockchain privacy in a decentralized way.
2/15
Decentralized nodes ensure security and integrity. As #web3 leans towards transparency, control over information is paramount.
By harnessing a global network of ZK computation nodes, Partisia enhances privacy and security, opening doors to secret voting, secure aid, etc.
3/15
By harnessing a global network of ZK computation nodes, Partisia enhances privacy and security, opening doors to secret voting, secure aid, etc.
3/15
Revolutionizing decentralized storage with high throughput & low fees ⚡️
A threat to the Web2 cloud behemoths ⚔️
Call it the decentralized Dropbox or Airbnb for cloud storage ☁️
Here's an in-depth look at @Filecoin 🧵
A threat to the Web2 cloud behemoths ⚔️
Call it the decentralized Dropbox or Airbnb for cloud storage ☁️
Here's an in-depth look at @Filecoin 🧵
🤔 Think of Filecoin as an online marketplace to store data, where you can rent out storage just as you'd rent a room at @Airbnb
The idea behind Filecoin was to provide a decentralized solution to online storage providers & protocols & eliminate the need for central data storage
The idea behind Filecoin was to provide a decentralized solution to online storage providers & protocols & eliminate the need for central data storage
💡 Why Filecoin?
💾 Dependable data storage on a decentralized P2P network
🔐 Resilience to hacking, censorship, & outages
💰 Incentives for honest actors & participation
🔨 Unique business model for users with bidding on the open market
🌐 Open source code
💾 Dependable data storage on a decentralized P2P network
🔐 Resilience to hacking, censorship, & outages
💰 Incentives for honest actors & participation
🔨 Unique business model for users with bidding on the open market
🌐 Open source code
$DAG 🧵
@Conste11ation & #Metagraphs: Modular Blockchain for Massive Adoption
1/10
Constellation is a scalable, interoperable blockchain based on #DAG & metagraphs, designed for efficient #data processing, adapting to diverse industries & applications.
@Conste11ation & #Metagraphs: Modular Blockchain for Massive Adoption
1/10
Constellation is a scalable, interoperable blockchain based on #DAG & metagraphs, designed for efficient #data processing, adapting to diverse industries & applications.
2/10 #Modularity:
@Conste11ation's modular design enables custom components like consensus algorithms, cryptographic schemes & data structures, catering to specific requirements.
@Conste11ation's modular design enables custom components like consensus algorithms, cryptographic schemes & data structures, catering to specific requirements.
3/10 #Metagraphs:
Metagraphs extend traditional smart contract functionality, providing flexibility & adaptability for complex data structures & various use cases.
Metagraphs extend traditional smart contract functionality, providing flexibility & adaptability for complex data structures & various use cases.
1/🎉 Ready for a ticketing revolution in the #event industry? NFT-based ticketing could be a game-changer, providing transparency, security, and innovation! 🎟️🔐 #NFTTicketing #TicketRevolution
2/😫 Tired of scams, hidden fees, and counterfeiting? #NFT tickets offer a customizable experience, from VIP passes to collectible tickets that could increase in value over time. 💎🚀 #TicketingSolutions #DigitalTickets
3/🌐 Companies like Ticketmaster, YellowHeart, GUTS, and NFT Tix are already exploring the world of #NFT ticketing for events. But what about scalability for massive global events? 🤔 #EventTech #Scalability
[1/12] 🧵 @Conste11ation ( $DAG) is a highly scalable and secure distributed ledger technology (DLT) that achieves zero/low trust interaction platforms, peer-to-peer (P2P) internet overlay protocols, and platform-neutral computation description language. Let's dive in! 🚀
[2/12] 🔐Zero/Low Trust Interaction Platforms (Shared Security):
@Conste11ation creates a shared security environment through its L0 consensus mechanism. L0 allows metagraphs (custom consensus apps) to maintain their own L1 layer while sharing L0 security with the global network.
@Conste11ation creates a shared security environment through its L0 consensus mechanism. L0 allows metagraphs (custom consensus apps) to maintain their own L1 layer while sharing L0 security with the global network.
[3/12] 🌐This shared security model reduces the need for trust as metagraphs inherit the security of the global L0 network. It's similar to Polkadot's shared security model, where parachains share security provided by the relay chain. #cryptocurrency #DAG
$DAG Nodes are the workhorse of the entire @Conste11ation HGTP ecosystem from L1 networks (dApps) to Global validation nodes.
Next few days I'll cover each different type:
L1 nodes
Hybrid nodes
Validator nodes
Today I'm going to start with L1 or dApps building on the network 👇
Next few days I'll cover each different type:
L1 nodes
Hybrid nodes
Validator nodes
Today I'm going to start with L1 or dApps building on the network 👇
🧵1/ (L1) Nodes 🌐💻: A deep dive into the unique nodes within individual L1 Networks, their role, and how they contribute to the overall Hypergraph ecosystem.
#L1Nodes #DecentralizedNetwork
#L1Nodes #DecentralizedNetwork
2/ L1 nodes are specific to their respective Networks, allowing them to support a wide range of applications and use cases. They differ from Global Validator Nodes, which focus on maintaining the global network.
#Networks #Scalability
#Networks #Scalability
[1/9]
@0LNetwork's strategy is to stay as close as possible to the #Libra/#Diem code base, rather than fragmenting #technology products. This approach is more efficient on resources and best for the wider open-source #ecosystem these #tools extend and depend upon
#0LNetwork #Move
@0LNetwork's strategy is to stay as close as possible to the #Libra/#Diem code base, rather than fragmenting #technology products. This approach is more efficient on resources and best for the wider open-source #ecosystem these #tools extend and depend upon
#0LNetwork #Move
[2/9]
The #forking strategy is simple in concept: take the unmodified #Diem code, import it into the 0L, and add layers of features. But it's not that simple in execution
They has to insert many changes in main places of the diem-core code for the #0L layers and side-cars to work
The #forking strategy is simple in concept: take the unmodified #Diem code, import it into the 0L, and add layers of features. But it's not that simple in execution
They has to insert many changes in main places of the diem-core code for the #0L layers and side-cars to work
[3/9]
What they inherited from #Libra/#Diem is a spaceship on all accounts. There are #engineering breakthroughs #throughout the project, and the #architecture is sensibly designed and expertly assembled
#0L #0LNetwork #move #code #coding #crypto
What they inherited from #Libra/#Diem is a spaceship on all accounts. There are #engineering breakthroughs #throughout the project, and the #architecture is sensibly designed and expertly assembled
#0L #0LNetwork #move #code #coding #crypto
1/10 🌐 Curious about why you would use @Conste11ation $DAG when there are specialized blockchain solutions like @energywebx $EWT and @MNWSupplyChain $MNW? Let's explore how Constellation can complement and enhance these networks! #Constellation #Interoperability
2/10 ⚡ @energywebx $EWT is focused on building a decentralized energy market, and @Conste11ation $DAG can provide secure data pipelines and validation for IoT devices in the energy sector, enhancing data integrity and performance. #EnergyWeb #IoT
3/10 🔄 By integrating with @Conste11ation, @energywebx can benefit from the scalable and secure HyperGraph network, allowing for seamless data exchange between different energy market players and fostering innovation. #HyperGraph #EnergyMarket
How #Zeroknowledge will Change Gaming Forever
New blogpost by @godstar28
TL;DR:
#ZKP can be implemented in #gaming in two key ways:
1. Multiplayer gaming architecture
2. Gameplay
1/12 🧵👇
New blogpost by @godstar28
TL;DR:
#ZKP can be implemented in #gaming in two key ways:
1. Multiplayer gaming architecture
2. Gameplay
1/12 🧵👇
2/12
Incorporating ZKP to gaming results in:
- Lowered costs
- Increased privacy protection
- Effective anti-cheat methods
- Enhanced scalability
How?
Incorporating ZKP to gaming results in:
- Lowered costs
- Increased privacy protection
- Effective anti-cheat methods
- Enhanced scalability
How?
3/12
There are 4 ways online games are hosted today:
- Dedicated Game Server (Client-Server)
- Host-based #P2P
- P2P Hybrid
- #blockchain
There are 4 ways online games are hosted today:
- Dedicated Game Server (Client-Server)
- Host-based #P2P
- P2P Hybrid
- #blockchain
[Scaling Procurement]
People [and Diesel] are the single most important asset to your business and without the right people, business fails.
#dogsoftwitter #helpinghand
People [and Diesel] are the single most important asset to your business and without the right people, business fails.
#dogsoftwitter #helpinghand
Developing a process to scale allows the #people to make sure the business can execute on companies objectives and #goals. #Bitcoin
Here are 5 steps to help your #procurement process.
Here are 5 steps to help your #procurement process.
Step 1: Streamline your procurement process by implementing a solution that includes project management for defined timelines and real-time project visibility. #procurement #projectmanagement #efficiency
The future of the #Ethereum network is looking bright with @StarkWareLtd's cutting-edge layer-2 solutions.
Get ready to experience a more streamlined #scaling process and faster, more efficient transactions.
🧵👇
Get ready to experience a more streamlined #scaling process and faster, more efficient transactions.
🧵👇
What is Starkware?
@StarkWareLtd is a tech company developing #cryptographic proof systems known as Zk-STARKs. They aim to be #scalable and #transparent while ensuring data integrity through hash functions.
@StarkWareLtd offers two main products: @Starknet & #StarkEx.
@StarkWareLtd is a tech company developing #cryptographic proof systems known as Zk-STARKs. They aim to be #scalable and #transparent while ensuring data integrity through hash functions.
@StarkWareLtd offers two main products: @Starknet & #StarkEx.
Introducing @Starknet - a #decentralized, permissionless layer-2 solution for the #Ethereum mainnet. It reduces load on the mainnet and improves #scalability while retaining its security features.
#Blockchain technology can seem intimidating and overwhelming to learn - we get it.
🚨 Don't worry! We're here to help!
In this week's #thread, we will be explaining what #Layer1 and #Layer2 are - giving you an overview of the benefits and tradeoffs of each
📜 👇👇👇
🚨 Don't worry! We're here to help!
In this week's #thread, we will be explaining what #Layer1 and #Layer2 are - giving you an overview of the benefits and tradeoffs of each
📜 👇👇👇
Before we dive in, let’s first 👀 at the fundamental attributes of a #blockchain. Blockchain is a revolutionary form of distributed ledger #technology (DLT)
💻 It combines computer science & cryptography to make a decentralized ledger (aka record) of transactions.
All transactions are contained in 'blocks' & immutably inter-linked 🔗🔗 with all previous transactions.
All transactions are contained in 'blocks' & immutably inter-linked 🔗🔗 with all previous transactions.
(1/11) Interested in knowing what #Blockchain Protocols are? Buckle up, as we’re all set to embark on a deep-topic voyage. 🧵 Read more at:
medium.com/@Zignaly-LLT/l…
medium.com/@Zignaly-LLT/l…
(2/11) #Blockchain is a decentralized, distributed ledger that publicly stores information such as transactions. #Cryptocurrency networks use #protocols to ensure secure data transfer and protect the blockchain. 🔐
(3/11) #Blockchain protocols are essential for data sharing. They provide guidelines on how data is sent across networks and control the #network interface, rewards, data type, etc. 📉
TLDR
Introducing Layer One X, a blockchain with decentralized, MultiChain interoperability at its core. The Layer One X blockchain allows building next-gen blockchain apps that are scalable and secure.
🧵👇
Introducing Layer One X, a blockchain with decentralized, MultiChain interoperability at its core. The Layer One X blockchain allows building next-gen blockchain apps that are scalable and secure.
🧵👇
2/10
Layer One X is built to make MultiChain tech & #decentralized networks accessible to everyone. Our layer-one infrastructure platform values decentralization, security, scalability & interoperability.
Layer One X is built to make MultiChain tech & #decentralized networks accessible to everyone. Our layer-one infrastructure platform values decentralization, security, scalability & interoperability.
3/10
Layer One X allows trustless chains & protocols to work together, with mobile-enabled 📱transaction validation & a Proof of Participation consensus mechanism to ensure network security.
Layer One X allows trustless chains & protocols to work together, with mobile-enabled 📱transaction validation & a Proof of Participation consensus mechanism to ensure network security.
🧵
1/ Get rid of complex, traditional backend servers while building your #websites.
According to @HTTPArchive, now more than 1% of ALL websites are based on the Jamstack architectural approach
👇
(image by C. Fayock)
#webapp #coding #developer #innovation
1/ Get rid of complex, traditional backend servers while building your #websites.
According to @HTTPArchive, now more than 1% of ALL websites are based on the Jamstack architectural approach
👇
(image by C. Fayock)
#webapp #coding #developer #innovation
2/ Whether you are an experienced or a novice web developer, your main, urgent goal is to avoid:
🐢Slow loading times
🔒Security vulnerabilities
📈Scaling issues
😵Headaches
#webdev
🐢Slow loading times
🔒Security vulnerabilities
📈Scaling issues
😵Headaches
#webdev
3/ The Jamstack is a way of building web applications that utilizes modern tools and technologies based on #JavaScript, #APIs, and Markdown (J.A.M. stack), in order to decouple the #frontend from the #backend
[1/🧵] I've been reading a lot about #XRPL #scalability recently.
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
Let me quickly go through how #XRPL performs and #scales on these metrics:
▶️ Scale up "vertically"
▶️ Scale out "horizontally"
▶️ High volume & High value TX
▶️ High value & Low speed
[2/17] 👉 Asynchronous TX speed—Scale up "vertically"
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
In contrast to #DAG-based systems, which operate in "chaotic order" and execute transactions in parallel, the #XRPL validates transactions in canonical transaction order—one Ledger at a time.
🔗 bitcoin.stackexchange.com/questions/7857…
. . .
[3/17] . . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
❓ The approach for #DLT/#Blockchain-based systems such as #XRPL:
☑️ "Payment Channels"
🧐 It's a sophisticated feature for transmitting "asynchronous" #XRP #payments that may be broken into extremely small amounts and paid in total order afterwards.
. . .
Excellent Python Programs to be better - Beginner
🧵 2 Questions
#datavisualization #data #tableau #storytelling #technology #analytics #intelligence #innovation #learning #scalability #dataanalytics #businessintelligence #art #datastorytelling #MachineLearning #DataScience
🧵 2 Questions
#datavisualization #data #tableau #storytelling #technology #analytics #intelligence #innovation #learning #scalability #dataanalytics #businessintelligence #art #datastorytelling #MachineLearning #DataScience
Question 1 - Python Dictionary
Solution
Steps to solve:
1. take input from the user and convert it to an integer
2. then initialize a dictionary "result"
3. now use for loop to fill the dictionary with 'i' as key and i*i as value
4. print the dictionary
Steps to solve:
1. take input from the user and convert it to an integer
2. then initialize a dictionary "result"
3. now use for loop to fill the dictionary with 'i' as key and i*i as value
4. print the dictionary
🧵How to Tell a Good Story with Data
Part 1 Thread
#datavisualization #data #tableau #storytelling #technology #analytics #intelligence #innovation #visualization #learning #scalability #dataanalytics #businessintelligence #art #datastorytelling #MachineLearning #DataScience
👇🏻
Part 1 Thread
#datavisualization #data #tableau #storytelling #technology #analytics #intelligence #innovation #visualization #learning #scalability #dataanalytics #businessintelligence #art #datastorytelling #MachineLearning #DataScience
👇🏻
You run analytics on data to gain insights. These insights are meaningless until you reveal the story they wish to tell. These insights must translate into actions or business results.
People get moved by stories, not facts. I'm sure you recall certain stories from your youth. Stories inspire action. Will listening to a story about Mahatma Gandhi motivate you to take action?
Do you get my point?
Do you get my point?
🧵⬇️ Crypto loves #trilemmas. I compiled every trilemma I came across related to #blockchain, #web3, and #finance.
Perhaps by addressing the difficult design choices presented in these "tricky triangles", the next killer use case will eventually emerge
michaellwy.substack.com/p/every-crypto…
Perhaps by addressing the difficult design choices presented in these "tricky triangles", the next killer use case will eventually emerge
michaellwy.substack.com/p/every-crypto…
1/ Two crypto chads - Jack (J) of @cosmos and Kyle (K) of @multicoincap - recently butted heads on Web3's direction of travel via @Cryptocito’s (CC) YT.
Are Cosmos appchains sound? Or will the space aggregate towards 2-3 layer-1s?
Let’s see what they said.
Are Cosmos appchains sound? Or will the space aggregate towards 2-3 layer-1s?
Let’s see what they said.
2/ CC asks about the #appchain thesis:
K says appchain thesis is 98% flawed. The only variable that matters is growth, and L1s haven’t finished growing.
J says that appchains will enable #composability that made DeFi so good in the first place, future-proofing the industry.
K says appchain thesis is 98% flawed. The only variable that matters is growth, and L1s haven’t finished growing.
J says that appchains will enable #composability that made DeFi so good in the first place, future-proofing the industry.
3/ CC asks about #scalability (P1):
K believes 2-3 L1s will dominate 90% of the market. Appchains increase complexity and friction, while L1 efficiency is far from its final form. Scalability is not as big a challenge as people think.
K believes 2-3 L1s will dominate 90% of the market. Appchains increase complexity and friction, while L1 efficiency is far from its final form. Scalability is not as big a challenge as people think.
GTON Capital: reimagining the #utility and #scalability of #Web3
1/⚜️ The @GtonCapital team is building an ecosystem of innovative web3 infrastructure and products by synergizing the best achievements of decentralized web technology
1/⚜️ The @GtonCapital team is building an ecosystem of innovative web3 infrastructure and products by synergizing the best achievements of decentralized web technology
2/⚜️ The vision of the $GTON team presents a new phase in the evolution of the #cryptocurrency landscape, with decentralized #stablecoins and scalable #smartcontract execution layers at its core, enabling millions of #dApps to improve the lives of billions of users
3/⚜️ We are currently facing a "Cambrian explosion" of alt-L1 and L2 protocols, #DeFi dApps and #NFT, #GameFi and X2Earn business models, and #Metaverses
