# overview
Data Science, Machine Learning, Artificial Intelligence, Big Data, Algorithms, Data Streaming, Statistics, Scientific Machine Learning, Computer Networking, Network Measurement,  Network Science, Precision Agriculture, Hydrology, Urban Science, Transportation

# hrJobTitle
Director of Texas A&m Institute of Data Science

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
3509 Transportation, Logistics And Supply Chains

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35 Commerce, Management, Tourism And Services

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4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
Networking And Information Technology R&d

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
3509 Transportation, Logistics And Supply Chains

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
35 Commerce, Management, Tourism And Services

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
Networking And Information Technology R&d (nitrd)

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
Powerful Supervised Machine Learning Tool

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# keywords[]
4606 Distributed Computing And Systems Software

# educationAndTraining[].organization.label
Queen Mary University of London - (London, United Kingdom)

# publications[].label
Modeling cellular user mobility using a leap graph

# publications[].label
Trajectory sampling with unreliable reporting

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
System and method for determination of routing information in a network

# publications[].label
LADS: Large-scale automated DDoS detection system

# publications[].label
Optimal combination of sampled measurements

# publications[].label
Multicast topology inference from measured end-to-end loss

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Methods and apparatus to sample data connections

# publications[].label
Stream Aggregation Through Order Sampling

# publications[].label
Online identification of hierarchical heavy hitters

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Allocating commodity resources in aggregate traffic networks

# publications[].label
Fair sampling across network flow measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A scalable architecture for maintaining packet latency measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
System and method for inferring traffic legitimacy through selective impairment

# publications[].label
Sampling Techniques for Large, Dynamic Graphs

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stream Aggregation Through Order Sampling

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Asymptotic sampling properties of effective bandwidth estimation for admission control

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Adaptive defense against various network attacks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
THERMODYNAMICS OF THE BCS MODEL THROUGH LARGE DEVIATIONS

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Economies of scale in queues with sources having power-law large deviation scalings

# publications[].label
Traffic matrix reloaded: Impact of routing changes

# publications[].label
Statistical inference for internal link parameters in a network

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Trajectory sampling with unreliable reporting.

# publications[].label
Measurement and analysis of IP network usage and behavior

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Structure-aware sampling on data streams

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Sampling to estimate arbitrary subset sums

# publications[].label
System and method for inferring traffic legitimacy through selective impairment

# publications[].label
Sampling to estimate arbitrary subset sums

# publications[].label
MEAN-FIELD DYNAMICAL SEMIGROUPS ON C*-ALGEBRAS

# publications[].label
Fair queuing system with adaptive bandwidth redistribution

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal combination of sampled measurements

# publications[].label
THE THERMODYNAMICS OF SITE-RANDOM MEAN-FIELD QUANTUM SPIN SYSTEMS

# publications[].label
Streaming Network Embedding through Local Actions

# publications[].label
Graph sample and hold: a framework for big-graph analytics.

# publications[].label
Flow sampling under hard resource constraints

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A SmartNIC-Accelerated Monitoring Platform for In-band Network Telemetry

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Rapid Damage Estimation of Texas Winter Storm Uri from Social Media Using Deep Neural Networks

# publications[].label
Adaptive defense against various network attacks

# publications[].label
Multicast-based loss inference with missing data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Efficient Graphlet Counting for Large Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Variance optimal sampling based estimation of subset sums

# publications[].label
Methods and apparatus to sample data connections

# publications[].label
Lane-specific speed analysis in urban work zones with computer vision.

# publications[].label
Consistent sampling for network traffic measurement

# publications[].label
Multicast-based inference of temporal delay characteristics in packet data networks

# publications[].label
ENTROPY OF ATM TRAFFIC STREAMS - A TOOL FOR ESTIMATING QOS PARAMETERS

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Systems, methods, and devices for monitoring networks

# publications[].label
Visual recognition for urban traffic data retrieval and analysis in major events using convolutional neural networks.

# publications[].label
BayReL: Bayesian Relational Learning for Multi-omics Data Integration

# publications[].label
Size-dependent sampling for managing a data network

# publications[].label
On the Tradeoff between Stability and Fit

# publications[].label
Sampling for Approximate Bipartite Network Projection

# publications[].publisher
International Joint Conferences on Artificial Intelligence

# publications[].label
Network Delay Tomography from End-to-End Unicast Measurements

# publications[].label
The cost of quality in networks of aggregate traffic

# publications[].label
THE CONTINUUM-LIMIT OF DISSIPATIVE DYNAMICS IN FROHLICH,H. PUMPED PHONON SYSTEM

# publications[].label
System and method for inferring traffic legitimacy through selective impairment

# publications[].label
On Passive One-Way Loss Measurements Using Sampled Flow Statistics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Not All Microseconds are Equal: Fine-Grained Per-Flow Measurements with Reference Latency Interpolation

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Efficient Sampling for Better OSN Data Provisioning

# publications[].label
On adaptive bandwidth sharing with rate guarantees

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Network tomography on general topologies

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A geometric approach to improving active packet loss measurement

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
LOCAL DYNAMICS OF MEAN-FIELD QUANTUM-SYSTEMS

# publications[].label
Conditioned asymptotics for tail probabilities in large multiplexers

# publications[].label
Computer Vision and Multi-Object Tracking for Traffic Measurement from Campus Monitoring Cameras

# publications[].publisher
American Society of Civil Engineers (ASCE)

# publications[].label
Flow sampling under hard resource constraints

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Entropy of an arrivals process: A tool for estimating QoS parameters of ATM traffic

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A NEW METHOD FOR THE THERMODYNAMICS OF THE BCS MODEL

# publications[].label
Rule-Based Anomaly Detection on IP Flows

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
MACROSCOPIC LIMITING DYNAMICS OF A CLASS OF INHOMOGENEOUS MEAN FIELD QUANTUM-SYSTEMS

# publications[].label
System and method for customized voice response

# publications[].label
Accurate and efficient SLA compliance monitoring

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
CLASSICAL HAMILTONIAN-DYNAMICS FOR QUANTUM HAMILTONIAN MEAN-FIELD LIMITS

# publications[].label
A large deviation principle for the reduction of product representations

# publications[].label
Graph Sample and Hold: A Framework for Big-Graph Analytics

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Confident Estimation for Multistage Measurement Sampling and Aggregation

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
System and Method for Inferring Wireless Trajectories in a Cellular Telephone Network

# publications[].label
Explicit loss inference in multicast tomography

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Network Performance Anomaly Detection and Localization

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Exponential upper bounds via martingales for multiplexers with Markovian arrivals

# publications[].label
Large deviations of inverse processes with nonlinear scalings

# publications[].label
Consistent sampling for network traffic measurement

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Algorithms and estimators for summarization of unaggregated data streams

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Network tomography of binary network performance characteristics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Multicast inference of packet delay variance at interior network links

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Challenges and opportunities for analysis based research in big data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Trajectory sampling for direct traffic observation

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
On the Tradeoff between Stability and Fit

# publications[].label
System and method for determination of routing information in a network

# publications[].label
Understanding the complexity of 3G UMTS network performance

# publications[].label
Exponents for the tails of distributions in some polling models

# publications[].label
Graph reconstruction from path correlation data

# publications[].label
Sampling for approximate bipartite network projection

# publications[].label
Network loss tomography using striped unicast probes.

# publications[].label
THERMODYNAMICS AND PHASE-TRANSITIONS IN THE OVERHAUSER MODEL

# publications[].label
Estimating QoS Parameters for ATM Traffic Using its Entropy

# publications[].label
Learn more, sample less: Control of volume and variance in network measurement

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
SAVE: An algorithm for smoothed adaptive video over explicit rate networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Network tomography from measured end-to-end delay covariance

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Real-Time Streaming Graph Embedding Through Local Actions

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Statistical, signature-based approach to IP traffic classification

# publications[].label
Large deviations for arrivals, departures, and overflow in some queues of interacting traffic

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Scalable traffic classifier and classifier training system

# publications[].label
GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Impromptu measurement infrastructures using RTP

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
System and method for inferring traffic legitimacy through selective impairment

# publications[].label
Measurements of Data Plane Reliability and Performance

# publications[].label
Statistical inference of internal network loss and topology

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A nonstationary offered-load model for packet networks

# publications[].label
Opportunistic Flow-Level Latency Estimation Using Consistent NetFlow

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stream sampling for variance-optimal estimation of subset sums

# publications[].publisher
Society for Industrial & Applied Mathematics (SIAM)

# publications[].label
Inferring link loss using striped unicast probes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Methods and apparatus for detection of hierarchical heavy hitters

# publications[].label
Stream sampling for variance-optimal estimation of subset sums

# publications[].label
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
System and method for customized voice response

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Method and apparatus for one-way passive loss measurements using sampled flow statistics

# publications[].label
Priority sampling for estimation of arbitrary subset sums

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Method for summarizing data in unaggregated data streams

# publications[].label
Estimating flow distributions from sampled flow statistics

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Disjoint-Path Facility Location: Theory and Practice

# publications[].publisher
Society for Industrial & Applied Mathematics (SIAM)

# publications[].label
System and method for customized voice response

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Sampling and analyzing packets in a network

# publications[].label
Price-based access control and economics of networking

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Improving accuracy in end-to-end packet loss measurement

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
EXPONENTIAL BOUNDS FOR QUEUES WITH MARKOVIAN ARRIVALS

# publications[].label
On unbiased sampling for unstructured peer-to-peer networks.

# publications[].label
Trajectory sampling for direct traffic observation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Stream sampling for variance-optimal estimation of subset sums

# publications[].label
CLASSICAL AND THERMODYNAMIC LIMITS FOR GENERALIZED QUANTUM SPIN SYSTEMS

# publications[].label
Method and apparatus for size-dependent sampling for managing a data network

# publications[].label
System and method for spatially consistent sampling of flow records at constrained, content-dependent rates

# publications[].label
A scalable architecture for maintaining packet latency measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Statistical issues raised by the Bellcore data

# publications[].label
Method and apparatus for classifying applications using the collective properties of network traffic

# publications[].label
On unbiased sampling for unstructured peer-to-peer networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Control and recovery from rare congestion events in a large multi-server system

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Variational Graph Recurrent Neural Networks

# publications[].label
High-Fidelity Per-Flow Delay Measurements With Reference Latency Interpolation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data

# publications[].label
GLOBAL STABILITY OF CONDENSATION IN THE CONTINUUM-LIMIT FOR FROHLICH PUMPED PHONON SYSTEM

# publications[].label
Fast accurate computation of large-scale IP traffic matrices from link loads

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
On the Tradeoff between Stability and Fit

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Multiobjective monitoring for SLA compliance.

# publications[].label
Trajectory engine: A backend for trajectory sampling

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Accurate and efficient SLA compliance monitoring

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Inferring Applications at the Network Layer using Collective Traffic Statistics

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Multicast-Based Inference of Temporal Loss Characteristics in Packet Data Networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
STABILITY OF BOSE-EINSTEIN CONDENSATION IN FROHLICH PUMPED PHONON SYSTEM

# publications[].label
A comparative experimental study of hash functions applied to packet sampling

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Algorithms and estimators for summarization of unaggregated data streams

# publications[].label
Queueing at large resources driven by long-tailed M/G/-modulated processes

# publications[].label
Editorial message from the program chairs

# publications[].label
LOCAL MEAN-FIELD MARKOV-PROCESSES - AN APPLICATION TO MESSAGE-SWITCHING NETWORKS

# publications[].label
Recovery from congestion in a large multi-server system

# publications[].label
The use of end-to-end multicast measurements for characterizing internal network behavior

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Methods and apparatus for space efficient adaptive detection of multidimensional hierarchical heavy hitters

# publications[].label
Fair queuing apparatus with adaptive bandwidth redistribution

# publications[].label
Inferring Applications at the Network Layer using Collective Traffic Statistics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Network Design and Control Using On/Off and Multilevel Source Traffic Models with HeavyTailed Distributions

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Graph Sample and Hold: A Framework for Big-Graph Analytics

# publications[].label
Method and apparatus for providing performance measurement for a network tunnel

# publications[].label
Economies of scale for long-range dependent traffic in short buffers

# publications[].label
Tiresias: Online Anomaly Detection for Hierarchical Operational Network Data

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Algorithms and estimators for summarization of unaggregated data streams

# publications[].label
Algorithms and Estimators for Accurate Summarization of Internet Traffic

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
On the constancy of Internet path properties

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Traffic matrix estimation method and apparatus

# publications[].label
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction

# publications[].label
Sketching unaggregated data streams for subpopulation-size queries

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
System and method for inferring traffic legitimacy through selective impairment

# publications[].label
Network tomography on general topologies

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Adaptive Shrinkage Estimation for Streaming Graphs

# publications[].label
Gap Filling of High-Resolution Soil Moisture for SMAP/Sentinel-1: A Two-Layer Machine Learning-Based Framework

# publications[].label
Modeling Cellular User Mobility Using a Leap Graph

# publications[].label
Method and apparatus for providing a measurement of performance for a network

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Sampling for Approximate Bipartite Network Projection

# publications[].label
Network tomography from aggregate loss reports

# publications[].label
Revealing the linguistic and geographical disparities of public awareness to Covid-19 outbreak through social media

# publications[].label
Characterizing data usage patterns in a large cellular network

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Estimating arbitrary subset sums with few probes

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
SAVE: An algorithm for smoothed adaptive video over explicit rate networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Methods and apparatus for detection of hierarchical heavy hitters

# publications[].label
Sampling techniques for large, dynamic graphs

# publications[].label
Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Making Sense of Customer Tickets in Cellular Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Confident estimation for multistage measurement sampling and aggregation

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Multicast-based inference of temporal loss characteristics in packet data networks

# publications[].label
Fast accurate computation of large-scale IP traffic matrices from link loads

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Optimal combination of sampled network measurements

# publications[].label
Issues of Quality and Multiplexing When Smoothing Rate Adaptive Video

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Efficient Sampling for Better OSN Data Provisioning

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Inferring applications at the network layer using collective traffic statistics

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
EXPONENTIAL UPPER-BOUNDS VIA MARTINGALES FOR MULTIPLEXERS WITH MARKOVIAN ARRIVALS

# publications[].label
Cuckoo Sampling: Robust Collection of Flow Aggregates under a Fixed Memory Budget

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Statistical, signature-based approach to IP traffic classification

# publications[].label
Fast Parallel Graphlet Counting for Large Networks.

# publications[].label
System and method for sampling network traffic

# publications[].label
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Systems, methods, and devices for monitoring networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Methods and apparatus for detection of hierarchical heavy hitters

# publications[].label
Large-scale app-based reporting of customer problems in cellular networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Systems and methods for rule-based anomaly detection on IP network flow

# publications[].label
Loss-based inference of multicast network topology

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Event Detection using Customer Care Calls

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
On Unbiased Sampling for Unstructured Peer-to-Peer Networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Location-Aware Social Network Recommendation via Temporal Graph Networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Piecewise Stationary Modeling of Random Processes Over Graphs With an Application to Traffic Prediction

# publications[].label
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs

# publications[].label
A Source traffic model and its transient analysis for network control

# publications[].label
Method and apparatus for classifying applications using the collective properties of network traffic in a traffic activity graph

# publications[].label
A geometric approach to improving active packet loss measurement.

# publications[].label
Stress Testing Traffic to Infer Its Legitimacy.

# publications[].label
Optimizing Consistent Merging and Pruning of Subgraphs in Network   Tomography

# publications[].label
Bayesian Graph Neural Networks with Adaptive Connection Sampling

# publications[].label
Poster: CO2: Collaborative Packet Classification for Network Functions with Overselection

# publications[].label
GRE encapsulated multicast probing: A scalable technique for measuring one-way loss

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Two Samples are Enough: Opportunistic Flow-level Latency Estimation using NetFlow

# publications[].label
Variational Graph Recurrent Neural Networks

# publications[].label
LARGE DEVIATIONS, THE SHAPE OF THE LOSS CURVE, AND ECONOMIES OF SCALE IN LARGE MULTIPLEXERS

# publications[].label
A flexible model for resource management in virtual private networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Traffic matrix estimation method and apparatus

# publications[].label
Systems and methods for rule-based anomaly detection on IP network flow

# publications[].label
LARGE DEVIATIONS AND OVERFLOW PROBABILITIES FOR THE GENERAL SINGLE-SERVER QUEUE, WITH APPLICATIONS

# publications[].label
Multiobjective Monitoring for SLA Compliance

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Method for implementing and reporting one-way network measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Efficient Network-wide Flow Record Generation

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Properties and prediction of flow statistics from sampled packet streams

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Indirect measurement methodology to infer routing changes using statistics of flow arrival processes

# publications[].label
Bayesian Graph Neural Networks with Adaptive Connection Sampling

# publications[].label
Resource management with hoses: Point-to-cloud services for virtual private networks

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Inference of Internal loss rates in the MBone

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Fair sampling across network flow measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs

# publications[].publisher
Institute for Operations Research and the Management Sciences (INFORMS)

# publications[].label
Network loss tomography using striped unicast probes

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
EFFICIENT STREAM SAMPLING FOR VARIANCE-OPTIMAL ESTIMATION OF SUBSET SUMS

# publications[].publisher
Society for Industrial & Applied Mathematics (SIAM)

# publications[].label
Gap Filling of High-Resolution Soil Moisture for SMAP/Sentinel-1: A Two-Layer Machine Learning-Based Framework

# publications[].label
Methods and apparatus to bound network traffic estimation error for multistage measurement sampling and aggregation

# publications[].label
Multicast-based inference of temporal loss characteristics in packet data networks

# publications[].label
Special Issue: Proceedings of IFIP Performance 2013 Conference

# publications[].label
A framework for multi-objective SLA compliance monitoring

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Method and apparatus for smoothing and multiplexing video data flows

# publications[].label
Improving accuracy in end-to-end packet loss measurement

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
GRE Encapsulated Multicast Probing: A Scalable Technique for Measuring One-Way Loss

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Multicast inference of temporal loss characteristics

# publications[].label
Micro- and macro-level churn analysis of large-scale mobile games

# publications[].label
Variance-optimal sampling-based estimation of subset sums

# publications[].label
Trajectory sampling with unreliable reporting

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Method and apparatus for large-scale automated distributed denial of service attack detection

# publications[].label
A LARGE DEVIATION PRINCIPLE FOR THE REDUCTION OF PRODUCT REPRESENTATIONS

# publications[].label
A flexible model for resource management in virtual private networks

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
LOCAL CORRELATION-FUNCTIONS FOR MEAN-FIELD DYNAMIC SEMIGROUPS ON C-STAR-ALGEBRAS

# publications[].label
Composable, Scalable, and Accurate Weight Summarization of Unaggregated Data Sets

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Scalable traffic classifier and classifier training system

# publications[].label
Trajectory sampling for direct traffic observation

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Adaptive Shrinkage Estimation for Streaming Graphs

# publications[].label
Estimating flow distributions from sampled flow statistics

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Sampling for passive Internet measurement: A review

# publications[].label
Optimal combination of sampled measurements

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Optimal combination of sampled network measurements

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.

# publications[].label
Predicting quality of service for traffic with long-range fluctuations

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Economies of scale in queues with sources having power-law large deviation scalings

# publications[].label
Method and apparatus for detecting and localizing an anomaly for a network

# publications[].label
A large deviation analysis of errors in measurement based admission control to buffered and bufferless resources

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Apparatus for size-dependent sampling for managing a data network

# researcherOn[].label
NeTS: Small: Collaborative Research: Distributed Approximate Packet Classification

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
EAGER: Real-Time: Learning-Mediated Control for Traffic Shaping

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Advanced Traffic Analysis Optimized for Accelerated Network Virtualization

# researcherOn[].awardedBy.label
United States Department of Defense - (Washington D.C., District of Columbia, United States)

# researcherOn[].label
HDR Tripods: Texas A&M Research Institute for Interdisciplinary Foundations of DATA Science (TRIFECDAS)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
Planning Grant: Engineering Research Center for AI in Construction (AI-Con)

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# researcherOn[].label
EAGER: Adaptive Sampling of Massive Graph Streams

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Electrical Engineering; 3259 TAMU

# etdChairOf[].label
Xia, Liangzhen (2017-12). Sample-Based Estimation of Node Similarity in Streaming Bipartite Graphs. Master's Thesis.