capacity-planning#
52 picked talks tagged capacity-planning, newest conference first.
@Scale: Product 2026#
LACNIC 46#
NANOG 98#
- Keynote: Global Infrastructure and Layer 3 Interconnection
- When the World Cup Moved to YouTube: 416 Gbps and the Limits of Local Delivery in Brazil
Capacity Europe 2026#
- Keynote Panel: Wiring the AI Boom: Building Fibre Corridors for Training, Inference and Scale
- Panel 2: Fibre, Routes & the Fragility of Global Connectivity
- Panel: Beyond Copper: Fibre, Hollow Core & What's Next
- Presentation: Boom or Bottleneck? An Update on Global Subsea Connectivity
OCP Global Summit 2026#
AI Engineer New York 2026#
- Compute Exchange
- How Compute Markets Work
- Not All GPU's Are Deployed The Same
- Shipping like a startup, regulated like a bank
- The Dark Pools of Compute
AusNOG 2026#
- Channelmania! – future proof your DWDM network topology while keeping it flexible for 1.6T
- Optimizing Traffic Flow with Akamai
- The CDN Landscape Revisited: Static, Live, and AI
@Scale: Networking 2026#
- Lightning Talk - The Plan That Learns
- Live Panel: Building at the Roofline — Planning and Delivering Gigawatt-Scale AI Infrastructure
AI Engineer World's Fair 2026#
- Agents at Scale: Inside MiniMax's Model and the Infrastructure Behind It
- Large clusters for small models
- Operating Distributed Inference Systems at Scale
@Scale: Systems & Reliability 2026#
@Scale: AI & Data 2026#
- How Meta Scaled AI Training Storage via Data Normalization
- LP Planner: Synchronization-Aware Sharding Optimization for Large-Scale DLRM Model Training
- Scaling Batch Graph Processing to Trillions of Edges
NANOG 97#
LACNIC 45#
- Channelmania! Secure the Future of your DWDM Network Topology Remaining Flexible to 1.6T Technology
- Impacts of LLM Traffic on Peering Strategies
MORE-IP 2026#
MLSys 2026#
- Beyond the Buzz: A Pragmatic Take on Inference Disaggregation
- Optimizing Deployment Configurations for LLM Inference
- Sparing Strategies to Minimize Reliability Impact On Large Training Jobs
RIPE 92 (Edinburgh)#
- Channelmania! – future proof your DWDM network topology while keeping it flexible for 1.6T
- Evolution of Meta's Edge and Backbone Networks
SwiNOG #41#
ZANOG@iWeek 2026#
NZNOG 2026#
- Channelmania! – future proof your DWDM network topology while keeping it flexible for 1.6T
- Evolving Optical Transport: 400G, Network Design, and Regional Diversity
- Optimizing Traffic Flow with Akamai
Peering Days 2026#
DKNOG16#
APRICOT 2026 (Jakarta)#
NANOG 96#
DENOG 17 (Essen)#
- Channelmania! – future proof your DWDM network topology while keeping it flexible for 1.6T
- Channelmania! – future proof your DWDM network topology while keeping it flexible for 1.6T
Netnod Tech Meeting 2025#
MLSys 2025#
- A Bring-Your-Own-Model Approach for ML-Driven Storage Placement in Warehouse-Scale Computers
- LAVA: Lifetime-Aware VM Allocation with Learned Distributions and Adaptation to Mispredictions
- Photon: Federated LLM Pre-Training
- ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments