From 5d0d246e9252d716907e1886c145a52c52cd41cd Mon Sep 17 00:00:00 2001 From: UNIDY Date: Tue, 17 Mar 2026 15:50:15 +0800 Subject: [PATCH 1/6] Add blog EEP --- ...026-03-17-eep-partial-failure-tolerance.md | 93 ++++++++++++++++++ .../eep-partial-failure-tolerance/figure.png | Bin 0 -> 334748 bytes 2 files changed, 93 insertions(+) create mode 100644 blog/2026-03-17-eep-partial-failure-tolerance.md create mode 100644 public/images/blog/eep-partial-failure-tolerance/figure.png diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md new file mode 100644 index 000000000..573404a9f --- /dev/null +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -0,0 +1,93 @@ +--- +title: "Elastic EP in SGLang: Achieving Partial Failure Tolerance for DeepSeek MoE Deployments" +author: "The Mooncake Team, Volcano Engine" +date: "March 17, 2026" +previewImg: /images/blog/eep-partial-failure-tolerance/figure.png +--- + +## 1. The Problem: The Necessity and Vulnerability of Wide EP + +To serve massive Mixture-of-Experts (MoE) models efficiently, deploying a "wide" Expert Parallelism (EP) strategy—often spanning 32 GPUs or more per inference instance—is not just an option; it is a necessity. We need wide EP for two critical reasons: + +- **Maximizing Batch Size to Reduce Cost**: Wide EP aggregates the massive VRAM required to support exceptionally large batch sizes. Maintaining a large batch size is the fundamental driver for reducing the overall cost per token in production. +- **Minimizing TPOT for Faster Speeds**: Scaling the aggregated memory bandwidth across these numerous GPUs directly reduces the Time Per Output Token (TPOT), ensuring fast, responsive generation. + +However, scaling up the EP size introduces a severe reliability bottleneck. In traditional EP architectures, the "blast radius" (or failure diameter) is directly proportional to the size of the EP group. Because experts are rigidly bound to specific hardware, the larger the EP, the higher the statistical probability that a single hardware glitch or process failure will bring down the entire inference instance. When a failure occurs in the original setup, a full server restart is required. This process typically takes several minutes, causing massive resource waste, catastrophic downtime, and broken user experiences. SGLang's previous MoE mode did not natively support **partial failure tolerance** within a single instance, creating an urgent need for a solution that minimizes disruption to the existing system without sacrificing scale. + +## 2. Solution Overview: Elastic EP and Its Potential + +To solve the fragile nature of large-scale MoE inference, we integrated **Elastic EP** into the SGLang framework. + +At its core, Elastic EP solves the failure problem by decoupling the rigid mapping between experts and specific GPUs. By maintaining redundant experts across the cluster, the system can detect a localized hardware or process failure, redistribute expert weights, and instantly reroute tokens to surviving experts. This ensures partial failure tolerance without halting the ongoing inference process. _(Note: Dynamic process recovery is also under active development in PR [#15771](https://github.com/sgl-project/sglang/pull/15771).)_ + +### The Effect + +Implementing Elastic EP drastically improves system reliability without sacrificing speed. + +- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 decode nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. + +| Number of failed ranks | Interruption time with Elastic EP (sec) | +|------------------------|-----------------------------------------| +| 1 | 6.8 | +| 2 | 6.5 | +| 4 | 6.8 | +| 8 | 6.4 | +| 16 | 6.2 | + +- **Zero Static Performance Degradation**: We evaluated DeepSeek V3.2 on a 4-node setup (2 prefill nodes, 2 decode nodes, with 8 GPUs each). Comparing key metrics, serving with our Elastic EP (Mooncake EP) matches the exact static performance of the standard DeepEP approach. + +| System | Throughput (tokens/sec) | Mean TTFT (ms) | Mean TPOT (ms) | +|------------|-------------------------|----------------|----------------| +| Elastic EP | 3560.21 | 19399.24 | 54.25 | +| Standard | 3626.38 | 21227.86 | 52.88 | + +## 3. Detailed Structural Modifications + +To achieve this, the solution introduces two key structural changes to the SGLang architecture: +1. **Scheduler Layer (High-Level, Scheduling Focused)**: This layer acts as the system's gatekeeper. It continuously maintains the health status of the Data Parallel (DP) ranks. If a rank fails, the scheduler immediately filters it out, ensuring new batches and requests are only assigned to healthy resources. By doing so, it prevents inference tasks from being sent to dead zones, providing **partial failure tolerance** at the scheduling level with zero disruption. (Corresponding PR: [#11657](https://github.com/sgl-project/sglang/pull/11657).) +2. **Expert Parallel Layer (Low-Level, Execution Focused)**: This layer handles the heavy lifting of dynamic fault tolerance. It manages failures within the EP groups by adjusting the expert-to-GPU mappings in real-time. When a failure happens, it instantly redistributes the required experts across the surviving EP members. This ensures the MoE inference mathematically resolves correctly and aligns with the available resources, avoiding heavy interruptions to the actual execution. (Corresponding PRs: [#10423](https://github.com/sgl-project/sglang/pull/10423), [#10606](https://github.com/sgl-project/sglang/pull/10606), [#17374](https://github.com/sgl-project/sglang/pull/17374), [#12068](https://github.com/sgl-project/sglang/pull/12068).) + +Together, these two layers transform a fragile MoE pipeline into a highly resilient engine. + +![eep-architecture.svg](/images/blog/eep-partial-failure-tolerance/figure.png) + +

Figure: System diagram of Elastic EP, under a 4-GPU case.

+ +## 4. Facilitating Elastic EP: The Role of Mooncake + +To implement Elastic EP effectively, the system requires a highly resilient communication library capable of handling dynamic topology changes while ensuring the mathematically correct execution of MoE inference under partial failure conditions. [Mooncake EP](https://kvcache-ai.github.io/Mooncake/python-api-reference/ep-backend.html), a robust solution recognized within the broader Torch ecosystem, meets this exact need by serving as both the fault-tolerant backend and the core communication layer for Expert Parallelism. + +By acting as the communication backbone, Mooncake EP provides several critical capabilities: +- **Resilient General Collectives**: It ensures strict fault tolerance for standard collective communication primitives, such as broadcast and allgather. +- **Specialized EP Primitives**: It delivers fault-tolerant handling for the specialized communication primitives essential to Expert Parallelism—specifically dispatch and combine—which are crucial for managing the sparse activation patterns inherent in large MoE models. +- **High-Performance RDMA & Rapid Fault Detection**: By heavily utilizing GPU Direct RDMA, Mooncake enables exceptionally high-throughput and low-latency token distribution across the cluster. Furthermore, it leverages this low-level network control to implement rapid, timeout-based fault detection mechanisms. +- **Seamless SGLang Integration**: Despite its complex underlying networking, the library is designed to integrate seamlessly with SGLang’s existing execution flow and scheduling logic. This plug-and-play compatibility minimizes the need for large-scale system restructuring while immediately unlocking partial failure tolerance. + +## 5. Enabling Elastic EP + +To enable Elastic EP when starting the SGLang server, use the following parameters: +- `--elastic-ep-backend mooncake`: Enable Mooncake as the fault-tolerant torch distributed backend. +- `--moe-a2a-backend mooncake`: Enable Mooncake as the EP communication backend. +- `--mooncake-ib-device `: Specify the IB devices used for Mooncake communication. +- `--ep-num-redundant-experts `: Set the number of redundant experts for fault tolerance. The higher this value, the more rank failures the system can tolerate. +- `--disable-custom-all-reduce`: Disable the system’s default custom all-reduce. +- `--enable-elastic-expert-backup`: Enable expert weight backup in memory, allowing for fast recovery of weights during fault tolerance scenarios. + +Note: NIXL EP is a recent implementation proposed by the NVIDIA Dynamo Team under the Elastic EP framework. Try it out by setting `--moe-a2a-backend nixl`. + +## Acknowledgment + +We would like to thank everyone in the community who has contributed to or support this work. +- SGLang Core Team: Shangming Cai, Cheng Wan, Jingyi Chen, Lianmin Zheng, and many others. +- Mooncake Team: Xun Sun, Pingchuan Ma, Haoran Hu, Feng Ren, Mingxing Zhang, and many others. +- Volcano Engine: Han Han, Shan Lu, Qin Qi, Yang Zhang, and colleagues. +- Approaching AI: Yue Chen, Zhanhao Cao, Ke Yang, and colleagues. +- JD.com: Ziwei Yuan, Junlin Wei, and colleagues. +- Aliyun: Xinpeng Zhao, Xuchun Shang, Teng Ma, and colleagues. + +We would like to extend our sincere gratitude to the NVIDIA Dynamo Team for their support and contributions. + +## Links + +- [Elastic EP PR summary](https://github.com/sgl-project/sglang/pull/8961) +- [Mooncake Project](https://github.com/kvcache-ai/Mooncake) \ No newline at end of file diff --git a/public/images/blog/eep-partial-failure-tolerance/figure.png 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Date: Wed, 18 Mar 2026 23:22:39 +0800 Subject: [PATCH 2/6] Update --- ...2026-03-17-eep-partial-failure-tolerance.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md index 573404a9f..778c91c1b 100644 --- a/blog/2026-03-17-eep-partial-failure-tolerance.md +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -24,15 +24,15 @@ At its core, Elastic EP solves the failure problem by decoupling the rigid mappi Implementing Elastic EP drastically improves system reliability without sacrificing speed. -- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 decode nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. - -| Number of failed ranks | Interruption time with Elastic EP (sec) | -|------------------------|-----------------------------------------| -| 1 | 6.8 | -| 2 | 6.5 | -| 4 | 6.8 | -| 8 | 6.4 | -| 16 | 6.2 | +- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. + +| Number of failed ranks | Interruption time with Elastic EP (sec) | Throughput with remaining ranks (tokens/sec) | Mean TPOT with remaining ranks (ms) | +|------------------------|-----------------------------------------|----------------------------------------------|-------------------------------------| +| 1 | 6.8 | 5552.41 | 96 | +| 2 | 6.5 | 5431.50 | 92 | +| 4 | 6.8 | 5265.12 | 89 | +| 8 | 6.4 | 4479.84 | 79 | +| 16 | 6.2 | 2825.44 | 68 | - **Zero Static Performance Degradation**: We evaluated DeepSeek V3.2 on a 4-node setup (2 prefill nodes, 2 decode nodes, with 8 GPUs each). Comparing key metrics, serving with our Elastic EP (Mooncake EP) matches the exact static performance of the standard DeepEP approach. From 346972ce463825311b98f09d71b8d3c54d511347 Mon Sep 17 00:00:00 2001 From: Xun Sun Date: Thu, 19 Mar 2026 10:40:32 +0800 Subject: [PATCH 3/6] Update --- blog/2026-03-17-eep-partial-failure-tolerance.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md index 778c91c1b..1e77fed4c 100644 --- a/blog/2026-03-17-eep-partial-failure-tolerance.md +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -24,7 +24,7 @@ At its core, Elastic EP solves the failure problem by decoupling the rigid mappi Implementing Elastic EP drastically improves system reliability without sacrificing speed. -- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. +- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. As the number of failed ranks increases, overall throughput declines among the remaining ranks. Meanwhile, the reduced number of participants in communication leads to a lower mean TPOT. This behavior is consistent with the progressively shrinking communication group size. | Number of failed ranks | Interruption time with Elastic EP (sec) | Throughput with remaining ranks (tokens/sec) | Mean TPOT with remaining ranks (ms) | |------------------------|-----------------------------------------|----------------------------------------------|-------------------------------------| From 66f225384bddad03e80b48a1ccd36b30846f0519 Mon Sep 17 00:00:00 2001 From: UNIDY Date: Thu, 19 Mar 2026 12:03:50 +0800 Subject: [PATCH 4/6] Update writing --- blog/2026-03-17-eep-partial-failure-tolerance.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md index 1e77fed4c..63a242e5c 100644 --- a/blog/2026-03-17-eep-partial-failure-tolerance.md +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -24,7 +24,7 @@ At its core, Elastic EP solves the failure problem by decoupling the rigid mappi Implementing Elastic EP drastically improves system reliability without sacrificing speed. -- **Service Returns Responsive within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. As the number of failed ranks increases, overall throughput declines among the remaining ranks. Meanwhile, the reduced number of participants in communication leads to a lower mean TPOT. This behavior is consistent with the progressively shrinking communication group size. +- **Service Recovers Within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. As the number of failed ranks increases, overall throughput declines among the remaining ranks. Meanwhile, the reduced number of participants in communication leads to a lower mean TPOT. This behavior is consistent with the progressively shrinking communication group size. | Number of failed ranks | Interruption time with Elastic EP (sec) | Throughput with remaining ranks (tokens/sec) | Mean TPOT with remaining ranks (ms) | |------------------------|-----------------------------------------|----------------------------------------------|-------------------------------------| @@ -44,7 +44,7 @@ Implementing Elastic EP drastically improves system reliability without sacrific ## 3. Detailed Structural Modifications To achieve this, the solution introduces two key structural changes to the SGLang architecture: -1. **Scheduler Layer (High-Level, Scheduling Focused)**: This layer acts as the system's gatekeeper. It continuously maintains the health status of the Data Parallel (DP) ranks. If a rank fails, the scheduler immediately filters it out, ensuring new batches and requests are only assigned to healthy resources. By doing so, it prevents inference tasks from being sent to dead zones, providing **partial failure tolerance** at the scheduling level with zero disruption. (Corresponding PR: [#11657](https://github.com/sgl-project/sglang/pull/11657).) +1. **Scheduler Layer (High-Level, Scheduling Focused)**: This layer acts as the system's gatekeeper. It continuously maintains the health status of the Data Parallel (DP) ranks. If a rank fails, the scheduler immediately filters it out, ensuring new batches and requests are only assigned to healthy resources. By doing so, it prevents inference tasks from routing to failed ranks, providing **partial failure tolerance** at the scheduling level with zero disruption. (Corresponding PR: [#11657](https://github.com/sgl-project/sglang/pull/11657).) 2. **Expert Parallel Layer (Low-Level, Execution Focused)**: This layer handles the heavy lifting of dynamic fault tolerance. It manages failures within the EP groups by adjusting the expert-to-GPU mappings in real-time. When a failure happens, it instantly redistributes the required experts across the surviving EP members. This ensures the MoE inference mathematically resolves correctly and aligns with the available resources, avoiding heavy interruptions to the actual execution. (Corresponding PRs: [#10423](https://github.com/sgl-project/sglang/pull/10423), [#10606](https://github.com/sgl-project/sglang/pull/10606), [#17374](https://github.com/sgl-project/sglang/pull/17374), [#12068](https://github.com/sgl-project/sglang/pull/12068).) Together, these two layers transform a fragile MoE pipeline into a highly resilient engine. @@ -55,7 +55,7 @@ Together, these two layers transform a fragile MoE pipeline into a highly resili ## 4. Facilitating Elastic EP: The Role of Mooncake -To implement Elastic EP effectively, the system requires a highly resilient communication library capable of handling dynamic topology changes while ensuring the mathematically correct execution of MoE inference under partial failure conditions. [Mooncake EP](https://kvcache-ai.github.io/Mooncake/python-api-reference/ep-backend.html), a robust solution recognized within the broader Torch ecosystem, meets this exact need by serving as both the fault-tolerant backend and the core communication layer for Expert Parallelism. +To implement Elastic EP effectively, the system requires a highly resilient communication library capable of handling dynamic topology changes while ensuring the mathematically correct execution of MoE inference under partial failure conditions. [Mooncake EP](https://kvcache-ai.github.io/Mooncake/python-api-reference/ep-backend.html), a robust solution recognized within the broader PyTorch ecosystem, meets this exact need by serving as both the fault-tolerant backend and the core communication layer for Expert Parallelism. By acting as the communication backbone, Mooncake EP provides several critical capabilities: - **Resilient General Collectives**: It ensures strict fault tolerance for standard collective communication primitives, such as broadcast and allgather. From 3be0c0bb0409779d2ae894b5bdbe6873479ab399 Mon Sep 17 00:00:00 2001 From: UNIDY Date: Thu, 19 Mar 2026 15:19:48 +0800 Subject: [PATCH 5/6] Update --- ...2026-03-17-eep-partial-failure-tolerance.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md index 63a242e5c..3db94fdf2 100644 --- a/blog/2026-03-17-eep-partial-failure-tolerance.md +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -24,15 +24,15 @@ At its core, Elastic EP solves the failure problem by decoupling the rigid mappi Implementing Elastic EP drastically improves system reliability without sacrificing speed. -- **Service Recovers Within Seconds**: To test extreme resilience, we evaluated DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, allowing us to tolerate up to 2 full node failures. When measuring the service interruption time caused by sudden rank failures, Elastic EP reduces downtime by over 90%, from 2–3 minutes to less than 10 seconds. As the number of failed ranks increases, overall throughput declines among the remaining ranks. Meanwhile, the reduced number of participants in communication leads to a lower mean TPOT. This behavior is consistent with the progressively shrinking communication group size. - -| Number of failed ranks | Interruption time with Elastic EP (sec) | Throughput with remaining ranks (tokens/sec) | Mean TPOT with remaining ranks (ms) | -|------------------------|-----------------------------------------|----------------------------------------------|-------------------------------------| -| 1 | 6.8 | 5552.41 | 96 | -| 2 | 6.5 | 5431.50 | 92 | -| 4 | 6.8 | 5265.12 | 89 | -| 8 | 6.4 | 4479.84 | 79 | -| 16 | 6.2 | 2825.44 | 68 | +- **Service Recovers Within Seconds**: To test extreme resilience, we ran DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, enabling tolerance of up to 16 rank failures. We then terminated a subset of running processes to simulate failures, benchmarked the system using sglang.bench_serving, and measured the time required to redistribute lost expert weights and restore service, based on EPLBManager logs. After recovery, the system continues inference correctly with reduced resources. The results show that service interruption remains under 10 seconds—representing a 90% reduction compared to the 2–3 minutes typically required for a full restart. + +| Number of failed ranks | Interruption time with Elastic EP (sec) | +|------------------------|-----------------------------------------| +| 1 | 6.8 | +| 2 | 6.5 | +| 4 | 6.8 | +| 8 | 6.4 | +| 16 | 6.2 | - **Zero Static Performance Degradation**: We evaluated DeepSeek V3.2 on a 4-node setup (2 prefill nodes, 2 decode nodes, with 8 GPUs each). Comparing key metrics, serving with our Elastic EP (Mooncake EP) matches the exact static performance of the standard DeepEP approach. From 97e5130dceb297ef80a0816c46a280f719fed4d6 Mon Sep 17 00:00:00 2001 From: UNIDY2002 Date: Thu, 19 Mar 2026 20:25:48 +0800 Subject: [PATCH 6/6] Update --- ...2026-03-17-eep-partial-failure-tolerance.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/blog/2026-03-17-eep-partial-failure-tolerance.md b/blog/2026-03-17-eep-partial-failure-tolerance.md index 3db94fdf2..f2c3c407f 100644 --- a/blog/2026-03-17-eep-partial-failure-tolerance.md +++ b/blog/2026-03-17-eep-partial-failure-tolerance.md @@ -24,15 +24,15 @@ At its core, Elastic EP solves the failure problem by decoupling the rigid mappi Implementing Elastic EP drastically improves system reliability without sacrificing speed. -- **Service Recovers Within Seconds**: To test extreme resilience, we ran DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, enabling tolerance of up to 16 rank failures. We then terminated a subset of running processes to simulate failures, benchmarked the system using sglang.bench_serving, and measured the time required to redistribute lost expert weights and restore service, based on EPLBManager logs. After recovery, the system continues inference correctly with reduced resources. The results show that service interruption remains under 10 seconds—representing a 90% reduction compared to the 2–3 minutes typically required for a full restart. +- **Service Recovers Within Seconds**: To test extreme resilience, we ran DeepSeek V3.2 on 4 nodes (32 GPUs total, setting ep_size=dp_size=32) with 256 redundant experts, enabling tolerance of up to 16 rank failures. We then terminated a subset of running processes to simulate failures, benchmarked the system using sglang.bench_serving, and measured the time required to redistribute lost expert weights and restore service, based on EPLBManager logs. After recovery, the system continues inference correctly with lower overall throughput due to reduced resources. The results show that service interruption remains under 10 seconds—representing a 90% reduction compared to the 2–3 minutes typically required for a full restart. -| Number of failed ranks | Interruption time with Elastic EP (sec) | -|------------------------|-----------------------------------------| -| 1 | 6.8 | -| 2 | 6.5 | -| 4 | 6.8 | -| 8 | 6.4 | -| 16 | 6.2 | +| Number of failed ranks | Interruption time with Elastic EP (sec) | Throughput with remaining ranks (tokens/sec) | +|------------------------|-----------------------------------------|----------------------------------------------| +| 1 | 6.8 | 5552.41 | +| 2 | 6.5 | 5431.50 | +| 4 | 6.8 | 5265.12 | +| 8 | 6.4 | 4479.84 | +| 16 | 6.2 | 2825.44 | - **Zero Static Performance Degradation**: We evaluated DeepSeek V3.2 on a 4-node setup (2 prefill nodes, 2 decode nodes, with 8 GPUs each). Comparing key metrics, serving with our Elastic EP (Mooncake EP) matches the exact static performance of the standard DeepEP approach. @@ -82,7 +82,7 @@ We would like to thank everyone in the community who has contributed to or suppo - Mooncake Team: Xun Sun, Pingchuan Ma, Haoran Hu, Feng Ren, Mingxing Zhang, and many others. - Volcano Engine: Han Han, Shan Lu, Qin Qi, Yang Zhang, and colleagues. - Approaching AI: Yue Chen, Zhanhao Cao, Ke Yang, and colleagues. -- JD.com: Ziwei Yuan, Junlin Wei, and colleagues. +- JD.com: Ziwei Yuan, Junlin Wei, Lianzhi Lin, and colleagues. - Aliyun: Xinpeng Zhao, Xuchun Shang, Teng Ma, and colleagues. We would like to extend our sincere gratitude to the NVIDIA Dynamo Team for their support and contributions.