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Launching TorchPass: A New Class of Fault Tolerance to End Failure-Driven GPU Waste In AI Training

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White Papers

TorchPass: From Taint-drain-checkpoint To Taint-migrate
Zero-integration, operator-controlled proactive fault tolerance for GPU training
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Clockwork.io AI Fault Tolerance
AI Fault Tolerance
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Clockwork.io Closing the AI Observability Gap
AI Observability From Workload To Cluster To Fleet
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Clockwork.io Software Driven AI Fabrics
Intelligent Software Control Plane For AI Workloads
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Research Papers

Clock Synchronization
NSDI 2018
Exploiting a Natural Network Effect for Scalable, Fine-grained Clock Synchronization
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Network Measurement
NSDI 2019
SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks
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Congestion Management
NSDI 2021
Breaking the Transience-Equililbrium Nexus: A New Approach to Data Center Packet Transport
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Conference Presentations

Rock Around the Clock (Synchronization): Improve Performance with High Precision Time!
SREcon24 EMEA | Improve Performance with High Precision Time
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Clock Synchronization
Center for Professional Development 2019 l Nanosecond-level Clock Synchronization in a Data Center
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