Srikanth Kandula
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| title | conference | date |
|---|---|---|
| Enhancing Network Failure Mitigation with Performance-Aware Ranking | NSDI '25 | 2025-04-28 |
Swarm ranks mitigation actions by directly estimating end-to-end flow metrics using fast approximations: epoched traffic samples, splitting short/long flows… | ||
| Securing Public Cloud Networks with Efficient Role-based Micro-Segmentation | NSDI '25 | 2025-04-28 |
Introduces an end-to-end system, ZTS, that infers roles from large flow logs using contrastive learning with sparse labels to reach average ARRI ≈ 0.77 on real… | ||
| Finding Adversarial Inputs for Heuristics using Multi-level Optimization | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
MetaOpt is a solver-backed tool that encodes heuristics and an optimal baseline as a bilevel optimization, automatically rewrites inner problems into… | ||
| NetVigil: Robust and Low-Cost Anomaly Detection for East-West Data Center Security | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
NetVigil uses flow-level logs aggregated into IP-granularity communication graphs (300 vertices vs ~139k flow-vertex graphs) and a GNN autoencoder trained with… | ||
| Solving Max-Min Fair Resource Allocations Quickly on Large Graphs | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Converts the iterative max‑min fair solver into a single fast optimization by using epsilon weighting plus a sorting network, and introduces a multipath… | ||
| OneWAN is better than two: Unifying a split WAN architecture | NSDI 2023 | 2023-04-17 |
Presents a deployed architecture that merges SWAN and CORE into ONEWAN to carry Internet and inter‑datacenter traffic under a single software‑defined… | ||
| Disaggregating Stateful Network Functions | NSDI 2023 | 2023-04-17 |
Disaggregates stateful network functions off hosts into shared appliances that combine general‑purpose ARM cores with match‑processing ASICs, implemented as a… | ||
| DOTE: Rethinking (Predictive) WAN Traffic Engineering | NSDI 2023 | 2023-04-17 |
Claims a system called DOTE that trains a deep neural network to map recent demand history to a WAN traffic engineering configuration, avoiding demand… | ||
| Contracting Wide-area Network Topologies to Solve Flow Problems Quickly | NSDI ’21 | 2021-04-12 |
NCFlow contracts the WAN into clusters and replaces the full multi-commodity LP with a tiny aggregated inter-cluster flow plus parallel per-cluster… | ||
| Virtualizing Traffic Shapers for Practical Resource Allocation | HotCloud '13 | 2013-06-25 |
Claim: a small set of hardware shapers can emulate many more by periodically mapping many classes onto few shapers using TCAM mapping, adaptive partitioning… | ||
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