Pontus: Finding waves in data streams
The bumps and dips in data streams are valuable patterns for data mining and networking
scenarios such as online advertising and botnet detection. In this paper, we define the wave …
scenarios such as online advertising and botnet detection. In this paper, we define the wave …
[PDF][PDF] LINC: Enabling Low-Resource In-network Classification and Incremental Model Update
Deploying machine learning models within the data plane can facilitate traffic analysis at line
rate. Nevertheless, existing schemes suffer from performance degradation when faced with …
rate. Nevertheless, existing schemes suffer from performance degradation when faced with …
Themis: A passive-active hybrid framework with in-network intelligence for lightweight failure localization
The fast and efficient failure detection and localization is essential for stable network
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
Crosslayer network outage classification using machine learning
Network failures are common, difficult to troubleshoot, and small operators with limited
resources need better tools for troubleshooting. In this paper, we analyse two years of …
resources need better tools for troubleshooting. In this paper, we analyse two years of …
FlexNF: Flexible Network Function Orchestration for Scalable On-Path Service Chain Serving
Programmable Data Plane (PDP) has been leveraged to offload Network Functions (NFs).
Due to its high processing capability, the PDP improves the performance of NFs by more …
Due to its high processing capability, the PDP improves the performance of NFs by more …
A Physics-Based Learning Approach for ROADM-Induced Anomaly Localization and Estimation
Reconfigurable optical add-drop multiplexers (ROADMs) based on wavelength selective
switches (WSSs) are crucial devices in optical networks, facilitating reconfigurable optical …
switches (WSSs) are crucial devices in optical networks, facilitating reconfigurable optical …
Themis: A passive-active hybrid framework with in-network intelligence for lightweight failure localization
The fast and efficient failure detection and localization is essential for stable network
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
transmission. Unfortunately, existing schemes suffer from a few drawbacks such as …
Heuristic-based optimization framework for customizable design of long-haul data center interconnect networks
With the widespread deployment of data centers, Internet service providers are expecting
more efficient design strategies to build long-haul data center interconnect (DCI) networks …
more efficient design strategies to build long-haul data center interconnect (DCI) networks …
Cross-layer diagnosis of optical backbone failures
Y Zhang, N Hu, C Verge, S O'Brien - Proceedings of the 22nd ACM …, 2022 - dl.acm.org
Optical backbone networks, the physical infrastructure interconnecting data centers, are the
cornerstones of Wide-Area Network (WAN) connectivity and resilience. Yet, there is limited …
cornerstones of Wide-Area Network (WAN) connectivity and resilience. Yet, there is limited …
Automatic Amplifier Configuration System in Tencent Open Optical Platform
J Liu, J Lu, Y Wang, M Chen, Y Wang… - … Conference (ACP) and …, 2024 - ieeexplore.ieee.org
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©20XX IEEE Automatic Amplifier Configuration System in Tencent Open Optical Platform …
©20XX IEEE Automatic Amplifier Configuration System in Tencent Open Optical Platform …