amplab/velox-modelserver

Issues

• Error while building master-branch: MatrixFactorizationModel.scala:19: object r is not a member of package tachyon

  #81 opened 7 years ago by zarzen
  0

• Failure to find com.github.fommil.netlib:all:jar:1.1.2 in https://repo.maven.apache.org/maven2

  #80 opened 7 years ago by zarzen
  0

• status of this project

  #78 opened 9 years ago by thijsterlouw
  1

• timeout error

  #77 opened 9 years ago by ljzzju
  0

• Train Average User Weight

  #47 opened 9 years ago by tomerk
  2

• Avoid having to edit Velox core source code when adding a model

  #75 opened 9 years ago by dcrankshaw
  1

• Create a Velox programming guide

  #43 opened 9 years ago by dcrankshaw
  1

• Add API documentation

  #36 opened 10 years ago by dcrankshaw
  0

• Update README

  #40 opened 9 years ago by dcrankshaw
  1

• Add Jenkins PR Builder

  #32 opened 10 years ago by dcrankshaw
  0

• Add license to the code

  #34 opened 9 years ago by dcrankshaw
  2

• Load & Save observations externally

  #52 opened 9 years ago by tomerk
  3

• fab command to terminate velox cluster

  #68 opened 9 years ago by tomerk
  0

• Create examples directory

  #41 opened 9 years ago by dcrankshaw
  2

• fab command to kill local velox & etcd

  #69 opened 9 years ago by tomerk
  0

• Model quality tracking

  #66 opened 9 years ago by tomerk
  0

• Add example model based on Cifar-10

  #42 opened 10 years ago by dcrankshaw
  1

• Build out unit test coverage

  #31 opened 9 years ago by dcrankshaw
  1

• Clean up pom.xml and remove unused dependencies

  #56 opened 9 years ago by tomerk
  2

• Automatically forward requests to correct partition

  #61 opened 9 years ago by dcrankshaw
  5

• Think through intra-cluster communication

  #59 opened 10 years ago by tomerk
  0

• Support additional decision types

  #63 opened 10 years ago by dcrankshaw
  0

• Make user-partitioning strategy configurable

  #33 opened 10 years ago by dcrankshaw
  1

• Revisit caching

  #62 opened 10 years ago by tomerk
  0

• Scheduling for offline training

  #37 opened 10 years ago by dcrankshaw
  1

• Graceful Coordination Error-handling

  #53 opened 10 years ago by tomerk
  3

• Push config info into etcd

  #26 opened 10 years ago by dcrankshaw
  1

• Improve graceful degradation when Velox is overloaded with requests

  #35 opened 10 years ago by dcrankshaw
  0

• Scheduling/batching for online retraining

  #38 opened 10 years ago by dcrankshaw
  1

• Don't drop new observations during bulk retrain

  #54 opened 10 years ago by tomerk
  4

• Expose model performance monitoring

  #60 opened 10 years ago by dcrankshaw
  0

• Long-Term Velox Spark Application

  #48 opened 10 years ago by tomerk
  1

• Better Broadcasting Strategies

  #46 opened 10 years ago by tomerk
  1

• Clean up old model versions

  #55 opened 10 years ago by tomerk
  0

• Avoid shipping jar when using spark as a filesystem

  #49 opened 10 years ago by tomerk
  9

• Dependency Injection

  #50 opened 10 years ago by tomerk
  1

• Fix storage backends to support bulk model updates

  #39 opened 10 years ago by dcrankshaw
  1

• Add tachyon back as dependency

  #28 opened 10 years ago by dcrankshaw
  1

• Model Snapshots

  #45 opened 10 years ago by tomerk
  0

• Improve velox deployment process

  #29 opened 10 years ago by dcrankshaw
  1

• Jetty QueuedThreadPool RejectedExecutionException

  #20 opened 10 years ago by dcrankshaw
  2

• Tachyon Support

  #8 opened 10 years ago by dcrankshaw
  2

• Extend model family to random forests.

  #12 opened 10 years ago by dcrankshaw
  1

• Testing harness: Prediction quality improvement through online updates

  #6 opened 10 years ago by dcrankshaw
  0

• Work out the Model and Storage APIs

  #10 opened 10 years ago by dcrankshaw
  1

• Velox Custom Newsfeed Task

  #15 opened 10 years ago by tomerk
  6

• Get Tachyon KV running on a cluster

  #17 opened 10 years ago by dcrankshaw
  2

• Testing harness: System performance

  #7 opened 10 years ago by dcrankshaw
  1

• Add support for additional KV store backends

  #11 opened 10 years ago by dcrankshaw
  2

• Add unit-testing framework

  #9 opened 10 years ago by dcrankshaw
  3