Beyond Uptime (Paperback)
Language: English
Published by Mountolive Technology, 2026
- Softcover
- New
Seller: CitiRetail, Stevenage, United KingdomCitiRetail
AbeBooks seller since June 29, 2022
Condition: New
£ 16.49
Quantity: 1 available
Add to basketItem description from seller
Paperback. Beyond Uptime: Reliability Engineering for AI Infrastructure bridges the gap between high-level distributed systems thinking and low-level physical telemetry. Anchored by a realistic $4.2M forensic case study (Operation Slowburn), this book provides a complete, battle-tested framework for diagnosing, preventing, and containing hidden straggler failures across the entire AI compute stack.Modern AI training relies on mathematical barrier synchronization (such as NCCL AllReduce collectives), the throughput of an entire multi-million-dollar cluster collapses to the speed of its single slowest link or participant-the "straggler". Standard site reliability engineering (SRE) tools, built to monitor independent, loosely coupled web services, evaluate whether single nodes are online, not whether the collective is in sync. As a result, subtle physical issues like PCIe link downtraining, HBM memory degradation, and Priority Flow Control (PFC) network pause cascades regularly burn millions of dollars in silent stalls without triggering a single alert, firing a CPU panic, or dropping a packet. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.…
Seller Inventory # 9798998406898
- Title
- Beyond Uptime (Paperback)
- Author
- Sreejith Kaimal
- Publisher
- Mountolive Technology
- Publication year
- 2026
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 13
- 9798998406898
Beyond Uptime: Reliability Engineering for AI Infrastructure bridges the gap between high-level distributed systems thinking and low-level physical telemetry. Anchored by a realistic $4.2M forensic case study (Operation Slowburn), this book provides a complete, battle-tested framework for diagnosing, preventing, and containing hidden straggler failures across the entire AI compute stack.
Modern AI training relies on mathematical barrier synchronization (such as NCCL AllReduce collectives), the throughput of an entire multi-million-dollar cluster collapses to the speed of its single slowest link or participant—the "straggler". Standard site reliability engineering (SRE) tools, built to monitor independent, loosely coupled web services, evaluate whether single nodes are online, not whether the collective is in sync. As a result, subtle physical issues like PCIe link downtraining, HBM memory degradation, and Priority Flow Control (PFC) network pause cascades regularly burn millions of dollars in silent stalls without triggering a single alert, firing a CPU panic, or dropping a packet.
"Synopsis" may belong to another edition of this title.
CitiRetail
Stevenage, United Kingdom
AbeBooks seller since June 29, 2022
Shipping rates from United Kingdom to U.S.A.
| Item | 7 to 14 business days | 7 to 60 business days |
|---|---|---|
| First item | £ 37.00 | £ 37.00 |
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