v0.3.0
vllm-project/aibrixv0.3.0May 21, 2025by github-actions[bot]
AI Summary
Major release introducing the AIBrix KVCache Offloading Framework with multi-tier architecture, advanced routing algorithms including Preble and fairness-oriented VTC routing, and comprehensive OpenAI-compatible API support.
Key Highlights
- AIBrix KVCache Offloading Framework (DRAM + remote backends)
- Preble Routing (ICLR'25) for KV cache reuse and GPU load balancing
- Fairness-oriented VTC routing (OSDI'24)
- Prefix Cache with hash token-based matching
- OpenAI-compatible APIs with streaming
New Features
- Multi-tier KVCache architecture
- Radix tree-based prefix cache
- Preble routing algorithm
- VTC-basic fairness router
- OpenAI /v1/models endpoint
- Gateway-plugins ext-proc server
- Kubernetes webhook validation
- RayClusterFleet HPA support
- Terraform modules for GCP
- ARM container images
- Grafana dashboards for observability
Full Release Notes
Automatically generated release for tag v0.3.0. ## 🚀 New Features Highlights - **AIBrix KVCache Offloading Framework**: Introduces a pluggable multi-tier KVCache architecture with support for DRAM and remote backends, enabling efficient offloading of KV states to reduce GPU memory pressure and increase deployment density. (#1057, #1061, #1062, #1063, #1064, #1068, #1069, #1080, #1107) - **New KVCache orchestration API**: Refactors the orchestration layer to support distributed hashing based caching solutions. (#971, #984, #985, #1037, #1055, #1071, #1114) - **Prefix Cache and Load aware Routing**: Uses hash token-based prefix matching and load awareness to reduce latency by increasing prefix cache hit rate and routing efficiency (#838, #774, #933, #1067) - **Preble Routing (ICLR’25)**: An implementation of Preble, it balances KV cache reuse and GPU load by comparing prefix lengths and computing prompt-aware cost scores for optimal routing. (#678, #719, #730, #1024) - **Fairness-oriented Routing (OSDI’24 VTC)**: Introduces the vtc-basic router with Windowed Adaptive Fairness Routing, which dynamically tracks token usage and ensures fair load distribution across pods. (#964, #1011, #1065) ## 📊 Feature Enhancements ### Gateway Enhancements - Support for OpenAI-compatible APIs, including streaming responses, usage reporting, asynchronous handling, and standardized error responses for seamless end-to-end integration. (#703, #788, #799) - Introduced the /v1/models endpoint for compatibility with OpenAI-style API clients. (#802) - Refactored gateway-plugins with an extensible ext-proc server architecture, laying the foundation for pluggable policies. (#810) - Improved concurrency safety and routing stability through major cache and router redesigns (#878, #884) ### Control Plane: - Added Kubernetes webhook validation for CRDs, providing early error feedback during resource creation (#748, #786). - Improve RayClusterFleet to fully support Deepseek-r1/v3 models (#789, #826, #835, #914, #954). - Add scale subresource in RayClusterFleet CRD and enable HPA support (#1082, #1109) ### Installation Experiences: - Introduced Terraform modules for GCP and Kubernetes deployment (#823). - Added setup guides for Minikube on Lambda Cloud and AWS in the documentation (#1020). - Enabled standalone controller installation for simplified system bootstrapping.(#930, #931) - Streamlined upgrade workflows by introducing kubectl apply support. CRDs are now split and applied with --server-side, avoiding annotation size limits and enabling smooth incremental updates. (#793) - Enabled container image publishing to Github Container Registry (GHCR) (#1041). - Support ARM container Images (#1090) ### Observability & Stability: - Shipped prebuilt Grafana dashboards covering control plane, gateway, and KV cache components for out-of-the-box observability. (#1048) - Tuned Envoy proxy memory and buffer configurations for better performance under high concurrency. (#825) - Tuned Envoy proxy configurations for memory and buffer management under high concurrency (#967). - Added graceful shutdown, liveness, and readiness probes to improve service resilience (#962). - Delivered production-ready monitoring setups for all major system components (#1048). ## New Contributors * @gaocegege made their first contribution in https://github.com/vllm-project/aibrix/pull/731 * @eltociear made their first contribution in https://github.com/vllm-project/aibrix/pull/736 * @terrytangyuan made their first contribution in https://github.com/vllm-project/aibrix/pull/746 * @jolfr made their first contribution in https://github.com/vllm-project/aibrix/pull/744 * @Abirdcfly made their first contribution in https://github.com/vllm-project/aibrix/pull/763 * @pierDipi made their first contribution in https://github.com/vllm-project/aibrix/pull/764 * @Xunzhuo made their first contribution in https://github.com/vllm-project/aibrix/pull/810 * @zjd0112 made their first contribution in https://github.com/vllm-project/aibrix/pull/849 * @SongGuyang made their first contribution in https://github.com/vllm-project/aibrix/pull/850 * @vaaandark made their first contribution in https://github.com/vllm-project/aibrix/pull/856 * @vie-serendipity made their first contribution in https://github.com/vllm-project/aibrix/pull/860 * @nurali-techie made their first contribution in https://github.com/vllm-project/aibrix/pull/867 * @legendtkl made their first contribution in https://github.com/vllm-project/aibrix/pull/870 * @ronaldosaheki made their first contribution in https://github.com/vllm-project/aibrix/pull/886 * @nadongjun made their first contribution in https://github.com/vllm-project/aibrix/pull/890 * @cr7258 made their first contribution in https://github.com/vllm-project/aibrix/pull/893 * @thomasjpfan made their first contribution in https://github.com/vllm-project/aibrix/pull/883 * @runzhen made their first contribution in https://github.com/vllm-project/aibrix/pull/896 * @my-git9 made their first contribution in https://github.com/vllm-project/aibrix/pull/895 * @googs1025 made their first contribution in https://github.com/vllm-project/aibrix/pull/908 * @Iceber made their first contribution in https://github.com/vllm-project/aibrix/pull/926 * @ModiIntel made their first contribution in https://github.com/vllm-project/aibrix/pull/954 * @Venkat2811 made their first contribution in https://github.com/vllm-project/aibrix/pull/964 * @SuperMohit made their first contribution in https://github.com/vllm-project/aibrix/pull/992 * @weapons97 made their first contribution in https://github.com/vllm-project/aibrix/pull/990 * @zhixian82 made their first contribution in https://github.com/vllm-project/aibrix/pull/1082 ## What's Changed **Full Changelog**: https://github.com/vllm-project/aibrix/compare/v0.2.0...v0.3.0 * [Docs] fix format of the dist kv cache doc by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/714 * complete the 'make generate' command by @kerthcet in https://github.com/vllm-project/aibrix/pull/711 * Update organization reference in code base by @Jeffwan in https://github.com/vllm-project/aibrix/pull/717 * [Misc] Update the documentation link by @Jeffwan in https://github.com/vllm-project/aibrix/pull/720 * Initial implementation of radix tree-based cache by @gangmuk in https://github.com/vllm-project/aibrix/pull/678 * Add model adapter e2e tests by @varungup90 in https://github.com/vllm-project/aibrix/pull/701 * Add vllm cpu alternative for local development by @varungup90 in https://github.com/vllm-project/aibrix/pull/721 * Add white paper file by @Jeffwan in https://github.com/vllm-project/aibrix/pull/724 * Adding streaming client for AIbrix experiments by @happyandslow in https://github.com/vllm-project/aibrix/pull/676 * [Docs] Update Readme with new links and blog post, and update white paper by @xieus in https://github.com/vllm-project/aibrix/pull/725 * Recording failed requests in benchmark client by @gangmuk in https://github.com/vllm-project/aibrix/pull/727 * Process response headers in gateway by @varungup90 in https://github.com/vllm-project/aibrix/pull/703 * [misc] Fix white paper link by @Jeffwan in https://github.com/vllm-project/aibrix/pull/728 * Prefix and load aware routing with radix tree kv cache by @gangmuk in https://github.com/vllm-project/aibrix/pull/719 * Fix slack link in README.md by @Jeffwan in https://github.com/vllm-project/aibrix/pull/729 * [readme] Fix wrong link by @gaocegege in https://github.com/vllm-project/aibrix/pull/731 * [Misc] update scheduler.py by @eltociear in https://github.com/vllm-project/aibrix/pull/736 * Improve thread safety for TreeNode data structure and refactor related codes by @gangmuk in https://github.com/vllm-project/aibrix/pull/730 * Fix CacheSpec api scheme by @kerthcet in https://github.com/vllm-project/aibrix/pull/740 * docs: Fix link to license by @terrytangyuan in https://github.com/vllm-project/aibrix/pull/746 * Use native codegen cmd generating client-go by @kerthcet in https://github.com/vllm-project/aibrix/pull/741 * [Docs]: Fixed kubectl commands for install of components by @jolfr in https://github.com/vllm-project/aibrix/pull/744 * [fix] fixing bug in using AsyncOpenAI client (header setting, token counting, etc) by @gangmuk in https://github.com/vllm-project/aibrix/pull/738 * Add webhook framework by @kerthcet in https://github.com/vllm-project/aibrix/pull/748 * Use random seed for xxhash by @varungup90 in https://github.com/vllm-project/aibrix/pull/752 * Create SECURITY.md to enable security policy by @xieus in https://github.com/vllm-project/aibrix/pull/756 * [CI] Add integration test by @kerthcet in https://github.com/vllm-project/aibrix/pull/759 * [Bug] fix: correct non-inherited context by @Abirdcfly in https://github.com/vllm-project/aibrix/pull/763 * [Misc] Parametrize Makefile for mocked vLLM apps by @pierDipi in https://github.com/vllm-project/aibrix/pull/764 * Support benchmarking script by using real application trace by @nwangfw in https://github.com/vllm-project/aibrix/pull/737 * Maintaining common benchmarks utils in a separate dir by @gangmuk in https://github.com/vllm-project/aibrix/pull/770 * Ignore worker pods for gateway routing by @varungup90 in https://github.com/vllm-project/aibrix/pull/776 * Disable ENABLE_PROBES_INJECTION in correct way by @Jeffwan in https://github.com/vllm-project/aibrix/pull/779 * Make stream include usage as optional by @varungup90 in https://github.com/vllm-project/aibrix/pull/788 * Append ray head label selector in PodAutoscaler by @Jeffwan in https://github.com/vllm-project/aibrix/pull/789 * Remove redundant install crds in makefile by @varungup90 in https://github.com/vllm-project/aibrix/pull/792 * Update request message processing for /v1/completion input by @varungup90 in https://github.com/vllm-project/aibrix/pull/794 * Added target pod to client result and made clients consistent by @gangmuk in https://github.com/vllm-project/aibrix/pull/799 * Enable CI tests for release branch by @Jeffwan in https://github.com/vllm-project/aibrix/pull/805 * Move modelAdapter runtime validation to webhook by @kerthcet in https://github.com/vllm-project/aibrix/pull/786 * [Misc] Adding model field to each request by @happyandslow in https://github.com/vllm-project/aibrix/pull/812 * [Refactor]: gateway-plugins ext-proc server codebase by @Xunzhuo in https://github.com/vllm-project/aibrix/pull/810 * [CI]: update release tags pattern by @Xunzhuo in https://github.com/vllm-project/aibrix/pull/815 * [Docs]: fix vllm mock app Unauthorized response by @Xunzhuo in https://github.com/vllm-project/aibrix/pull/817 * Reconfigure workload generator for predefined synthetic patterns by @happyandslow in https://github.com/vllm-project/aibrix/pull/771 * Workload generation scripts for prefix aware routing by @gangmuk in https://github.com/vllm-project/aibrix/pull/820 * Fix the paths in lambda cloud doc by @gangmuk in https://github.com/vllm-project/aibrix/pull/824 * [Bug] Added Startup Probe in Quickstart Model by @jolfr in https://github.com/vllm-project/aibrix/pull/773 * Add /v1/models endpoint to gateway by @varungup90 in https://github.com/vllm-project/aibrix/pull/802 * Increase envoy proxy memory config and client connection buffersize by @varungup90 in https://github.com/vllm-project/aibrix/pull/825 * Support to create default HttpRoute for RayClusterFleet by @Jeffwan in https://github.com/vllm-project/aibrix/pull/826 * [Misc] Fix CI issue on release branch and clean up logs by @Jeffwan in https://github.com/vllm-project/aibrix/pull/837 * Fix repeated initialization of gateway routers and add unit test for prefix cache by @varungup90 in https://github.com/vllm-project/aibrix/pull/838 * Add deepseek-r1 671B deployment sample and docs by @Jeffwan in https://github.com/vllm-project/aibrix/pull/835 * Bump AIBrix version to v0.2.1 in manifests by @Jeffwan in https://github.com/vllm-project/aibrix/pull/839 * [Docs] Update Slack link by @gaocegege in https://github.com/vllm-project/aibrix/pull/841 * [Docs] Remove repeated lines by @zjd0112 in https://github.com/vllm-project/aibrix/pull/849 * Bump AIBrix version to v0.2.1 for standalone distributed inference by @SongGuyang in https://github.com/vllm-project/aibrix/pull/850 * Support OpenAI api style /v1/models response by @Jeffwan in https://github.com/vllm-project/aibrix/pull/829 * [Misc] Resolve symlink ambiguity when generating codes by @vaaandark in https://github.com/vllm-project/aibrix/pull/856 * Introduce RoutingContext in Route interface and clean up stale codes by @Jeffwan in https://github.com/vllm-project/aibrix/pull/855 * [Misc]: sync hpa status to podAutoScaler by @vie-serendipity in https://github.com/vllm-project/aibrix/pull/860 * Generate workload based on prefix sharing synthetic data by @happyandslow in https://github.com/vllm-project/aibrix/pull/840 * Fixing missing image link in #840 by @happyandslow in https://github.com/vllm-project/aibrix/pull/871 * Cite Melange paper in heterogeneous feature by @Jeffwan in https://github.com/vllm-project/aibrix/pull/872 * [Misc] support linux for vllm cpu local development by @nurali-techie in https://github.com/vllm-project/aibrix/pull/867 * Refactor make deploy to use apply instead of create by @varungup90 in https://github.com/vllm-project/aibrix/pull/793 * Use string based tokenizer in prefix cache by @varungup90 in https://github.com/vllm-project/aibrix/pull/774 * Add profiling support for gateway plugins and bug fix to close stream decoder by @varungup90 in https://github.com/vllm-project/aibrix/pull/857 * Add flag to enable/disable GPU Optimizer tracing by @varungup90 in https://github.com/vllm-project/aibrix/pull/875 * [Docs] fix typo in runtime feature page by @legendtkl in https://github.com/vllm-project/aibrix/pull/870 * chore: clean-up mock yaml by @Xunzhuo in https://github.com/vllm-project/aibrix/pull/877 * Fixing image link error in workload generator README.md by @happyandslow in https://github.com/vllm-project/aibrix/pull/888 * Update Synthetic Load Prodefined Config for Geneerator by @happyandslow in https://github.com/vllm-project/aibrix/pull/889 * [Misc] Fix plot_workload to pass dirname to makedirs by @ronaldosaheki in https://github.com/vllm-project/aibrix/pull/886 * [Misc] Fix client.py in case workload has model null and client has default_model by @ronaldosaheki in https://github.com/vllm-project/aibrix/pull/887 * [WIP] Adding input/output distribution argument to constant load generator by @happyandslow in https://github.com/vllm-project/aibrix/pull/882 * [Docs] Fix broken contributing guidelines link in README by @nadongjun in https://github.com/vllm-project/aibrix/pull/890 * [Bug] fix install script PATH environment variable by @cr7258 in https://github.com/vllm-project/aibrix/pull/893 * [Docs] Link to dynamic lora from docs by @thomasjpfan in https://github.com/vllm-project/aibrix/pull/883 * [API] Refactor: core cache design and impl by @Xunzhuo in https://github.com/vllm-project/aibrix/pull/878 * Added antiaffinity in kvcache crd by @gangmuk in https://github.com/vllm-project/aibrix/pull/865 * [Docs] Fix tpm and rpm typo in gateway-plugins.rst by @runzhen in https://github.com/vllm-project/aibrix/pull/896 * [Misc] Remove unused function in pkg/utils by @my-git9 in https://github.com/vllm-project/aibrix/pull/895 * Remove model name from client and generator by @happyandslow in https://github.com/vllm-project/aibrix/pull/894 * [Misc] Add PS benchmark manifests and scripts by @Jeffwan in https://github.com/vllm-project/aibrix/pull/899 * Add release overlays to update control plane config for production deployment by @varungup90 in https://github.com/vllm-project/aibrix/pull/900 * [Misc][Docs]: GCP and Kubernetes Terraform Deployment Modules by @jolfr in https://github.com/vllm-project/aibrix/pull/823 * [Misc] Cleanup deprecated function intstr.FromInt by @my-git9 in https://github.com/vllm-project/aibrix/pull/901 * [Bug] Routers that require cache failed on Register by @zhangjyr in https://github.com/vllm-project/aibrix/pull/913 * [Misc] chore: remove unnecessary check for pod is zero by @googs1025 in https://github.com/vllm-project/aibrix/pull/908 * [Bug] add Tolerations for kvcache pod to fix Pending and CrashLoopBackOff on GKE by @runzhen in https://github.com/vllm-project/aibrix/pull/909 * [Misc] chore(raycluster): add concurrency limit and error aggregation to scaleDown by @googs1025 in https://github.com/vllm-project/aibrix/pull/914 * [API] Cache and Router refactoring for concurrent performance, concurrent safety and stateful routing. by @zhangjyr in https://github.com/vllm-project/aibrix/pull/884 * Enable parallel client using thread pool in benchmark client by @happyandslow in https://github.com/vllm-project/aibrix/pull/919 * [Misc] Add pods stats example: running requests. by @zhangjyr in https://github.com/vllm-project/aibrix/pull/918 * [CLI] feature(modeladapter): make modeladapter controller scheduler policy be configured by @googs1025 in https://github.com/vllm-project/aibrix/pull/921 * [Bug] Syncmap.Store does not update. by @zhangjyr in https://github.com/vllm-project/aibrix/pull/925 * [API] [Misc]: Support LRU cache with TTL for prefix cache indexer by @vie-serendipity in https://github.com/vllm-project/aibrix/pull/905 * Remove unused argument from workload generator by @happyandslow in https://github.com/vllm-project/aibrix/pull/929 * [BUG] cache: handle DeletedFinalStateUnknown by the delete func by @Iceber in https://github.com/vllm-project/aibrix/pull/926 * [Misc] feature(rayclusterreplicaset): check rayclusters crd is installed before controller start by @googs1025 in https://github.com/vllm-project/aibrix/pull/922 * [BUG] return directly when error occurs while adding the controller by @Iceber in https://github.com/vllm-project/aibrix/pull/937 * [Misc] fix log typo by @Iceber in https://github.com/vllm-project/aibrix/pull/935 * Move delays to threads in benchmark by @happyandslow in https://github.com/vllm-project/aibrix/pull/939 * [BUG] controller: fix generating the corresponding HPA object for the PA by @Iceber in https://github.com/vllm-project/aibrix/pull/934 * Support multi-turn scenarios in benchmark client by @happyandslow in https://github.com/vllm-project/aibrix/pull/907 * Refactoring benchmark folder by @happyandslow in https://github.com/vllm-project/aibrix/pull/946 * Performance improvements for prefix cache routing by @varungup90 in https://github.com/vllm-project/aibrix/pull/933 * [Misc]: move crd check in Initialize part by @googs1025 in https://github.com/vllm-project/aibrix/pull/949 * [CLI] Add —disableWebhook in controller by @Jeffwan in https://github.com/vllm-project/aibrix/pull/931 * [BUG] controller: handle DeletedFinalStateUnknown by the delete func by @Iceber in https://github.com/vllm-project/aibrix/pull/938 * fix: complete RayClusterFleet example for multi-node vLLM inference by @ModiIntel in https://github.com/vllm-project/aibrix/pull/954 * [Misc] remove the duplicated env functions by @Iceber in https://github.com/vllm-project/aibrix/pull/953 * [Misc] increase the memory limit of the controller-manager by @Iceber in https://github.com/vllm-project/aibrix/pull/952 * chore: add help func for get Env value by @googs1025 in https://github.com/vllm-project/aibrix/pull/941 * [Bug] avoid frequent lookup of the routing strategy env by @Iceber in https://github.com/vllm-project/aibrix/pull/956 * Enable standalone installation of kv-cache-controller by @Jeffwan in https://github.com/vllm-project/aibrix/pull/930 * [fix] Fix wheel build errors in runtime image by @Jeffwan in https://github.com/vllm-project/aibrix/pull/961 * Control maximum concurrent session for workload generator by @happyandslow in https://github.com/vllm-project/aibrix/pull/963 * Updating Plotting Script to Visualize Sharing Patterns by @happyandslow in https://github.com/vllm-project/aibrix/pull/965 * Change synthetic cache sharing dataset format by @happyandslow in https://github.com/vllm-project/aibrix/pull/966 * [Bug] prevent reference grant delete if shared by other deployments by @varungup90 in https://github.com/vllm-project/aibrix/pull/968 * Add graceful shutdown for gateway and add liveness/readiness probes by @varungup90 in https://github.com/vllm-project/aibrix/pull/962 * Add httproute status check for response header errors by @varungup90 in https://github.com/vllm-project/aibrix/pull/957 * Update envoy proxy and gateway-plugins config by @varungup90 in https://github.com/vllm-project/aibrix/pull/967 * Refactor kv cache controller to support different setup modes by @Jeffwan in https://github.com/vllm-project/aibrix/pull/971 * [Misc] chore: use t.Log instead of Println by @googs1025 in https://github.com/vllm-project/aibrix/pull/973 * [fix] Handle error output in analysis script by @happyandslow in https://github.com/vllm-project/aibrix/pull/975 * [Fix] Unify all workload generator output file names by @happyandslow in https://github.com/vllm-project/aibrix/pull/976 * [Fix] Fix shallowcopy error in prompt history retrieval by @happyandslow in https://github.com/vllm-project/aibrix/pull/978 * Assign tasks to client by keys by @happyandslow in https://github.com/vllm-project/aibrix/pull/979 * [Fix] Fix error case handling for client output analysis by @happyandslow in https://github.com/vllm-project/aibrix/pull/980 * cmd/controllers: add readyz check for the webhook by @Iceber in https://github.com/vllm-project/aibrix/pull/969 * Bug fix generating plain data format by @happyandslow in https://github.com/vllm-project/aibrix/pull/982 * [BUG] cache: start informer after adding the resource handler by @Iceber in https://github.com/vllm-project/aibrix/pull/981 * Support distributed hashing mode kv cache pool by @Jeffwan in https://github.com/vllm-project/aibrix/pull/984 * [Feature]: introducing a basic VTC router in gateway plugin to start supporting fairness based routing by @Venkat2811 in https://github.com/vllm-project/aibrix/pull/964 * [Docs]: Fixed Broken link for tutorials by @SuperMohit in https://github.com/vllm-project/aibrix/pull/992 * End-to-end script for workload runnning process by @happyandslow in https://github.com/vllm-project/aibrix/pull/947 * Support hpkv in kv cache controller by @Jeffwan in https://github.com/vllm-project/aibrix/pull/985 * Update add redis pass for client by @weapons97 in https://github.com/vllm-project/aibrix/pull/990 * [Misc] chore: refactor selectTargetPod func by @googs1025 in https://github.com/vllm-project/aibrix/pull/1000 * [Misc] chore: remove unuse func by @googs1025 in https://github.com/vllm-project/aibrix/pull/1005 * [Misc] Move redis load_env to method level by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1002 * [Fix] 401 errors in gateway should be returned as immediate response by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1006 * [BUG] ratelimit: fix the wrong TPM key name by @runzhen in https://github.com/vllm-project/aibrix/pull/987 * [Misc] Add app.kubernetes.io/name labels to components by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1003 * E2E CI fix to ensure all pods are ready by @varungup90 in https://github.com/vllm-project/aibrix/pull/972 * Allow manual trigger for build/push docker images by @varungup90 in https://github.com/vllm-project/aibrix/pull/1017 * [Fix] Prioritize AutoTokenizer in get_tokenizer with fallback to tiktoken by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1016 * [Bug] fix: update metaPods cache to use namespace/name as the key by @googs1025 in https://github.com/vllm-project/aibrix/pull/1015 * [Fix]: optimize vtc-basic router algo from modulo to more robust adaptive-clamped-linear by @Venkat2811 in https://github.com/vllm-project/aibrix/pull/1011 * Enabling adjustable client pool size and output token limit by @happyandslow in https://github.com/vllm-project/aibrix/pull/1025 * [Misc] fix: Optimizing Route method of the gateway algorithms by @googs1025 in https://github.com/vllm-project/aibrix/pull/1001 * [Docs] Support minikube on Lambda cloud and add AWS page by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1020 * [BUG] Use more accurate chi-squared test for randomness validation in e2e test. by @zhangjyr in https://github.com/vllm-project/aibrix/pull/1027 * Support multiple configs in synthetic shared dataset by @happyandslow in https://github.com/vllm-project/aibrix/pull/1033 * [Fix] Bug fix for constant workload QPS by @happyandslow in https://github.com/vllm-project/aibrix/pull/1036 * Improve installlation test e2e time by @varungup90 in https://github.com/vllm-project/aibrix/pull/1034 * Add Pareto Sampler for Multiturn Dataset Generation by @happyandslow in https://github.com/vllm-project/aibrix/pull/1038 * use atomic.Int32c instead of use Int32 type by @googs1025 in https://github.com/vllm-project/aibrix/pull/1035 * [CI] Enable GHCR image build and push by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1041 * Adding interval scaling factor for client by @happyandslow in https://github.com/vllm-project/aibrix/pull/1043 * [Bug] fix: use RLock() instead of Lock() when reading var by @googs1025 in https://github.com/vllm-project/aibrix/pull/1044 * Dataset generator output argument fix by @happyandslow in https://github.com/vllm-project/aibrix/pull/1042 * Docker push multi-platform images by @varungup90 in https://github.com/vllm-project/aibrix/pull/1026 * Refactor the kvcache backend to support infinistore by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1037 * [Docs] Document gpu optimizer as experimental and improve deployment config. by @zhangjyr in https://github.com/vllm-project/aibrix/pull/1051 * [Fix] Removing redundant locks in prefix cache and load router function by @gangmuk in https://github.com/vllm-project/aibrix/pull/1024 * [Feature] AIBrix KVCache common by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1057 * [Feature] AIBrix KVCache L1Cache by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1061 * [Feature] AIBrix KVCache L2Cache Part1 by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1062 * Add dashboard and monitoring setup steps for control plane by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1048 * [Feature] AIBrix KVCache L2Cache Part2 by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1063 * [Feature] AIBrix KVCache L2Cache Part3 and KVCache Managers by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1064 * [Bug] fix: add more info for pod metric fetch failures in GetMetricsFromPods by @googs1025 in https://github.com/vllm-project/aibrix/pull/1039 * [Fix] Fix multiple issues for benchmark implementation by @happyandslow in https://github.com/vllm-project/aibrix/pull/1049 * [Fix] Fix L2Cache's register descriptor container by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1068 * Update kvcache v1alpha1 api spec by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1055 * [Integration] vLLM integration patch for AIBrix KVCache by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1069 * [Misc] fix: add miss Close() for redis client by @googs1025 in https://github.com/vllm-project/aibrix/pull/1056 * Support prometheus metrics in kv watcher pod by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1073 * Add rdma gid search scripts by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1072 * Support watcher pod rbac in kvcache controller by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1071 * [Misc] chore: change Scheduler interface describe in modeladapter controller by @googs1025 in https://github.com/vllm-project/aibrix/pull/1075 * [MISC]: add vtc_bucket_size_active metric gauge for vtc-basic by @Venkat2811 in https://github.com/vllm-project/aibrix/pull/1065 * [Integration] Update vLLM integration by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1080 * [Misc] Clean up deployment scripts for volcengine by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1081 * Cut v0.3.0-rc.1 release by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1083 * [fix] Correct the python build path in same step by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1084 * [Misc] Skip attaching python artifacts to github release by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1085 * [Bug] fix: condition nil panic in FindStatusCondition func by @googs1025 in https://github.com/vllm-project/aibrix/pull/1078 * Refactor request body processing and add multi-turn conversation support by @varungup90 in https://github.com/vllm-project/aibrix/pull/1067 * Upload arm build images with git.ref_name by @varungup90 in https://github.com/vllm-project/aibrix/pull/1090 * Update documentation and add openai sdk samples by @varungup90 in https://github.com/vllm-project/aibrix/pull/1092 * Rename preble based prefix routing strategy by @varungup90 in https://github.com/vllm-project/aibrix/pull/1104 * Add v0.3.0 ps performance regression test scenario by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1099 * Migrating benchmark entrypoints to python client by @happyandslow in https://github.com/vllm-project/aibrix/pull/1066 * [Misc] Add demo manifests for volcano engine by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1105 * [Integration] KVCache: update vLLM integration by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1107 * [Bug]fix: add scale subresource to rayclusterfleet by @zhixian82 in https://github.com/vllm-project/aibrix/pull/1082 * [Feature] KVCache: Suppport InfiniStore GID and enhance cluster mode by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1106 * [Chore] fix: regenerate crd by @zhixian82 in https://github.com/vllm-project/aibrix/pull/1109 * [Chore] KVCache: enhance format and dependencies by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1108 * Polish benchmark manifests and VE samples by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1113 * [API] Support customized template for cache by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1114 * Bump version to v0.3.0-rc.2 by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1115 * [Fix] Move pdb from patch to resources by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1117 * [Docs] Add feature manuals for KVCache by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1119 * [Docs] Adding benchmark doc by @happyandslow in https://github.com/vllm-project/aibrix/pull/999 * [Docs] format KVCache docs to eliminate warnings by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1122 * Update multi-arch image push to include all platforms for release by @varungup90 in https://github.com/vllm-project/aibrix/pull/1124 * [Docs] Init folder for KVCache benchmark scenario by @DwyaneShi in https://github.com/vllm-project/aibrix/pull/1125 * [Docs] Addressing benchmark doc comments by @happyandslow in https://github.com/vllm-project/aibrix/pull/1123 * Cut v0.3.0 release by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1126 * Bump python project version to v0.3.0 by @Jeffwan in https://github.com/vllm-project/aibrix/pull/1127