diff --git a/milvus20vs1x.md b/milvus20vs1x.md index f9a19e13ad..fffca674ed 100644 --- a/milvus20vs1x.md +++ b/milvus20vs1x.md @@ -1,11 +1,11 @@ -# Milvus 2.0 vs. 1.x: Cloud-native, distributed architecture, highly scalable, and more +# Milvus 2.x vs. 1.x: Cloud-native, distributed architecture, highly scalable, and more - + @@ -21,8 +21,14 @@ - - + + @@ -32,17 +38,36 @@ - + - + - - + + @@ -51,13 +76,38 @@ - - + + - - + +
  Milvus 1.xMilvus 2.0Milvus 2.x
Architecture
Durability
  • Local disk
  • Network file system (NFS)
  • Object storage service (OSS)
  • Distributed file system (DFS)
  • +
  • Local disk
  • +
  • Network file system (NFS)
  • +
    +
  • Object storage service (OSS)
  • +
  • Distributed file system (DFS)
  • +
    Availability
    Data consistency Eventual consistencyThree levels of consistency:
  • Strong
  • Bounded Staleness
  • Session
  • Consistent prefix
  • Three levels of consistency: +
  • Strong
  • +
  • Bounded Staleness
  • +
  • Session
  • +
  • Consistent prefix
  • +
    Data types supported Vectors
  • Vectors
  • Fixed-length scalars
  • String and text (in planning)
  • +
  • Vectors
  • +
  • Fixed-length scalars
  • +
  • VARCHAR
  • +
    Basic operations supported
  • Data insertion
  • Data deletion
  • Approximate nearest neighbor (ANN) Search
  • Data insertion
  • Data deletion (in planning)
  • Data query
  • Approximate nearest neighbor (ANN) Search
  • Recurrent neural network (RNN) search (in planning)
  • +
  • Data insertion
  • +
  • Data deletion
  • +
  • Approximate nearest neighbor (ANN) Search
  • +
    +
  • Data insertion
  • +
  • Data deletion in planning
  • +
  • Data query
  • +
  • Approximate nearest neighbor (ANN) Search
  • +
  • Recurrent neural network (RNN) search in planning
  • +
    Advanced features
    Index types and libraries
  • Faiss
  • Annoy
  • Hnswlib
  • RNSG
  • Faiss
  • Annoy
  • Hnswlib
  • RNSG
  • ScaNN (in planning)
  • On-disk index (in planning)
  • +
  • Faiss
  • +
  • Annoy
  • +
  • Hnswlib
  • +
  • RNSG
  • +
    +
  • Faiss
  • +
  • Annoy
  • +
  • Hnswlib
  • +
  • RNSG
  • +
  • ScaNN in planning
  • +
  • On-disk index in planning
  • +
    SDKs
  • Python
  • Java
  • Go
  • RESTful
  • C++
  • Python
  • Node
  • Go
  • Java
  • RESTful (in planning)
  • C++ (in planning)
  • +
  • Python
  • +
  • Java
  • +
  • Go
  • +
  • RESTful
  • +
  • C++
  • +
    +
  • Python
  • +
  • Node
  • +
  • Go
  • +
  • Java
  • +
  • RESTful in planning
  • +
  • C++ in planning
  • +
    Release status