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cloud-in-mac's Introduction

Cloud In Mac

Basic Stack

  • Orbstack: Mock kubernetes
  • Distributed File System: N3 (NATS-based S3 Object Store)
  • Stream Pool, Meta Server (3 Pod, Raft Algorithm)
  • NEON (Serverless Postgres Database)
  • Materialize Pool (Postges -> Analytical DBMS?)
  • Ray (Machine Learning Platform used by Open.AI)
  • ReadySet Pool
  • DuckDB Pool
  • Malloy (End-User: Data Scientist)
  • Databend (Snowflake Alternative, benchmark is Fast, same Level as DuckDB ClickHouse)
  • Stateless-based Index Service (Pull from Stream Systems)
  • TigerBeetle (Need Special State Machine Design - Maybe a Good Idea for a M.S. Paper!)
  • Machine Learning Model serve (mlx, tinygrad, Python API)
  • MicroVM (Run for serverless function, Firecracker, Kata Containerm, unikernel)

Database

  • ScyllaDB (zig build)
  • TigerBeetle (Custom State Machine)
  • CockroachDB (Fair to say that CRDB is the Most advanced Distributed SQL in 2024)

Algorithm

  • Weaver Routing -> Embedded Cache, Distributed
  • Stream Cluster API Server (worker use Watch method) -> ctrl stream cluster to collect Events
  • Event -> Object (csv ...etc)
  • Replay Stream -> Build Index (Full-text Index, LLM /read Chain of Thought Paper/, Geo Index)
  • Epoxy (State-of-the-Art Heterogenous Distributed Transaction, can be build by NATS?)
  • Workflow Framework
  • Hashicorp Serf
  • Anything about Messaging (Canary Request, Partition, Replication)

cloud-in-mac's People

Contributors

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