awesome-system-design-resources - Learn System Design concepts and prepare for interviews using free resources.
Created at: 2023-10-25 09:50:42
Language: Java
License: GPL-3.0
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This repository contains resources to learn System Design concepts and prepare for interviews using free resources.- Horizontal vs Vertical Scaling
- Content Delivery Network (CDN)
- Caching
- Distributed Caching
- Latency vs Throughput
- CAP Theorem
- Load Balancing
- ACID Transactions
- SQL vs NoSQL
- Consistent Hashing
- Database Index
- Rate Limiting
- Microservices Architecture
- Microservices Guidelines
- API Design
- Strong vs Eventual Consistency
- Consistency Patterns
- Synchronous vs. asynchronous communications
- REST vs RPC
- Batch Processing vs Stream Processing
- HeartBeat
- Circuit Breaker
- Idempotency
- Database Scaling
- Data Replication
- Data Redundancy
- Database Sharding
- Fault Tolerance
- Failover
- Proxy Server
- Domain Name System (DNS)
- Message Queues
- WebSockets
- Bloom Filters
- Consensus Algorithms
- Gossip Protocol
- API Gateway
- Serverless Architecture
- Service Discovery
- Disaster Recovery
- Distributed Locking
- Distributed Tracing
- Checksum
- Design Leaderboard
- Design URL Shortener like TinyURL
- Design Text Storage Service like Pastebin
- Design Content Delivery Network (CDN)
- Design Parking Garage
- Design Vending Machine
- Design Distributed Key-Value Store
- Design Distributed Cache
- Design Distributed Job Scheduler
- Design Authentication System
- Design Unified Payments Interface (UPI)
- Design Instagram
- Design Tinder
- Design WhatsApp
- Design Facebook
- Design Twitter
- Design Reddit
- Design Netflix
- Design Youtube
- Design Google Search
- Design E-commerce Store like Amazon
- Design Spotify
- Design TikTok
- Design Shopify
- Design Airbnb
- Design Autocomplete for Search Engines
- Design Rate Limiter
- Design Distributed Message Queue like Kafka
- Design Flight Booking System
- Design Online Code Editor
- Design Stock Exchange System
- Design an Analytics Platform (Metrics & Logging)
- Design Notification Service
- Design Payment System
- Design a Digital Wallet
- Design Slack
- Design Live Comments
- Design Distributed Counter
- Design Location Based Service like Yelp
- Design Uber
- Design Food Delivery App like Doordash
- Design Google Docs
- Design Google Maps
- Design Zoom
- Design File Sharing System like Dropbox
- Design Ticket Booking System like BookMyShow
- Design Distributed Web Crawler
- Design Code Deployment System
- Design Distributed Cloud Storage like S3
- Design Distributed Locking Service
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Mamba is a new state space model architecture showing promising performance on information-dense data such as language modeling, where previous subquadratic models fall short of Transformers. It is based on the line of progress on structured state space models, with an efficient hardware-aware design and implementation in the spirit of FlashAttention.
(翻译：Mamba 是一种新的状态空间模型架构，在信息密集型数据（例如语言建模）上显示出良好的性能，而之前的二次模型在 Transformers 方面存在不足。它基于结构化状态空间模型的进展，并本着FlashAttention的精神进行高效的硬件感知设计和实现。)