USENIX Association

USENIX Association

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SREcon, OSDI, and leading systems/infra research talks

NSDI '26 - Defending Against Traffic Analysis Attacks with Flexible In-Network Obfuscation
VideoJun 2, 2026

NSDI '26 - Defending Against Traffic Analysis Attacks with Flexible In-Network Obfuscation

The NSDI ’26 presentation introduced “Securities,” a flexible in‑network obfuscation system designed to thwart traffic‑analysis attacks without relying on external proxy services. By moving the obfuscation logic to the user’s edge network, the framework eliminates the need for cooperation from...

By USENIX Association
NSDI '26 - Net-P4ct: Enhanced WAN Bandwidth Fair Sharing Using P4 Programmable Switches
VideoJun 1, 2026

NSDI '26 - Net-P4ct: Enhanced WAN Bandwidth Fair Sharing Using P4 Programmable Switches

The talk introduces NetPack, a WAN‑wide bandwidth management system that shifts traffic policing from per‑host eBPF agents to line‑rate P4 programmable switches. By installing service‑specific policies at ingress points, NetPack can recognize jobs via a unique identifier and enforce guaranteed...

By USENIX Association
SREcon26 Americas - Intelligent Load Balancing in Kubernetes
VideoMay 7, 2026

SREcon26 Americas - Intelligent Load Balancing in Kubernetes

The SREcon26 talk details Databricks’ effort to solve request‑imbalance issues in its Kubernetes‑based services by moving from the platform’s default load‑balancing to a custom, intelligent solution. Databricks discovered that Kubernetes distributes connections uniformly, not individual requests. Because their traffic relies heavily...

By USENIX Association
SREcon26 Americas - Intelligent Load Balancing in Kubernetes
VideoApr 23, 2026

SREcon26 Americas - Intelligent Load Balancing in Kubernetes

Databricks engineers Gaurav Nanda and Vincent Cheng revealed that Kubernetes’ default kube‑proxy and DNS model struggles with long‑lived HTTP streams and high‑throughput gRPC, leading to pod hot‑spotting and tail‑latency spikes. They propose a client‑side, control‑plane‑driven load balancer that removes kube‑proxy...

By USENIX Association
SREcon26 Americas - Stop Reading Changelogs: Safer Kubernetes Upgrades with Simulation
VideoApr 23, 2026

SREcon26 Americas - Stop Reading Changelogs: Safer Kubernetes Upgrades with Simulation

The talk, “Stop Reading Changelogs: Safer Kubernetes Upgrades with Simulation,” opens with a vivid reminder of Reddit’s 314‑minute outage in March 2023, caused by a label change in a Kubernetes 1.23‑to‑1.24 upgrade that broke Calico’s node selectors. Speaker David “Dr....

By USENIX Association
FAST '26 - AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy...
VideoApr 7, 2026

FAST '26 - AdaCheck: An Adaptive Checkpointing System for Efficient LLM Training with Redundancy...

The video introduces AdaCheck, an adaptive checkpointing framework designed to curb the massive resource waste inherent in large‑language‑model (LLM) training. By recognizing that parallelism and model‑parallel architectures create duplicated tensors across workers, the authors propose a system that dynamically trims...

By USENIX Association
FAST '26 - Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDs
VideoApr 7, 2026

FAST '26 - Rearchitecting Buffered I/O in the Era of High-Bandwidth SSDs

The presentation, delivered by Chao of Hajing University of Science Technology, tackles the growing mismatch between buffered I/O architectures and today’s ultra‑high‑bandwidth SSDs. Over the past 15 years, SSD throughput has leapt from roughly 500 MB/s to 28 GB/s—a 56‑fold increase—rendering the...

By USENIX Association
OSDI '20 - AGAMOTTO: How Persistent Is Your Persistent Memory Application?
VideoApr 2, 2026

OSDI '20 - AGAMOTTO: How Persistent Is Your Persistent Memory Application?

The presentation introduced Agamoto, a symbolic‑execution framework designed to automatically uncover persistency bugs in applications that use Intel’s emerging persistent‑memory (PM) technology. By mapping PM directly into a process’s address space, developers can avoid file‑system overhead, but they must also...

By USENIX Association