32 citations · 49 across the 11 of their papers we have counts for
11 papers
Beyond Sharing: Conflict-Aware Multivariate Time Series Anomaly Detection
Haotian Si, Changhua Pei, Zhihan Li +7
Massive key performance indicators (KPIs) are monitored as multivariate time series data (MTS) to ensure the reliability of the software applications and service system. Accurately…
SegMobaTree: The Segmented Multilayer Online Balanced Tree for high-performance IPv6 Lookup in the Edge Network
Chunyang Zhang, Gaogang Xie
With the development of IPv6 and edge computing, the edge network should support IPv6 lookup (the longest prefix matching, LPM) with high lookup speed, high update speed, and low m…
ChameleMon: Shifting Measurement Attention as Network State Changes
Kaicheng Yang, Yuhan Wu, Ruijie Miao +8
Flow-level network measurement is critical to many network applications. Among various measurement tasks, packet loss detection and heavy-hitter detection are two most important me…
Enabling Fast and Flexible Distributed Deep Learning with Programmable Switches
Heng Pan, Penglai Cui, Zhenyu li +11
Deep learning has been used in a wide range of areas and made a huge breakthrough. With the ever-increasing model size and train-ing data volume, distributed deep learning emerges…
BBRv2+:Towards Balancing Aggressiveness and Fairness with Delay-based Bandwidth Probing
Furong Yang, Qinghua Wu, Zhenyu Li +3
BBRv2, proposed by Google, aims at addressing BBR's shortcomings of unfairness against loss-based congestion control algorithms (CCAs) and excessive retransmissions in shallow-buff…
NetFC: enabling accurate floating-point arithmetic on programmable switches
Penglai Cui, Heng Pan, Zhenyu Li +5
In-network computation has been widely used to accelerate data-intensive distributed applications. Some computational tasks, traditional performed on servers, are offloaded to the…
Cross-layer Path Selection in Multi-path Transport Protocol for Mobile Devices
Binbin Liao, Guangxing Zhang, Qinghua Wu +2
MPTCP is a new transport protocol that enables mobile devices to use multiple physical paths simultaneously through several network interfaces, such as WiFi and Cellular. However,…
RVH: Range-Vector Hash for Fast Online Packet Classification
Tong Shen, Gaogang Xie, Xin Wang +4
Packet classification according to multi-field ruleset is a key component for many network applications. Emerging software defined networking and cloud computing need to update the…
2FA Sketch: Two-Factor Armor Sketch for Accurate and Efficient Heavy Hitter Detection in Data Streams
Xilai Liu, Xinyi Zhang, Bingqing Liu +3
Detecting heavy hitters, which are flows exceeding a specified threshold, is crucial for network measurement, but it faces challenges due to increasing throughput and memory constr…
SF-sketch: A Two-stage Sketch for Data Streams
Tong Yang, Lingtong Liu, Yibo Yan +5
A sketch is a probabilistic data structure used to record frequencies of items in a multi-set. Sketches are widely used in various fields, especially those that involve processing…
A Shifting Bloom Filter Framework for Set Queries
Tong Yang, Alex X. Liu, Muhammad Shahzad +5
Set queries are fundamental operations in computer systems and applications.This paper addresses the fundamental problem of designing a probabilistic data structure that can quickl…