an optimal solution named merged - gradient wait - free backpropagation ( MG - WFBP )

the Measuring Tape scheme

a framework to preserve the associated users ' privacy for online photo sharing

designing dynamic network topologies that self - adjust to the ( possibly changing ) traffic pattern they serve

the destination , or the network itself can fail during PostCopyFT , a new approach to recover a VM after a destination live migration

a system named Memory / disk operation aware Lightweight VM Live Migration across data - centers with low performance impact ( MLLM )

In

give an analytic evaluation for performance influence from the various resource affinity

an auxiliary reward prediction model

a novel relaxation method such that the objective function of the relaxed placement subproblem becomes submodular

a heterogeneous MEC system , and focus on the problem of placing multiple services in the system to maximize the total reward

the Round - Robin Synchronous Parallel ( R2SP ) scheme

a parameter partition approach

aiming to minimize the end - to - end latency for edge applications

an asynchronous distributed machine learning framework

a two - time - scale framework

To address this research gap , we notice that existing wireless technologies rely on phase - keying modulations

a novel attack strategy

We

a novel differentially - private reverse auction mechanism for crowdsourcing - based spectrum sensing

a semi - automatic labelling tool called Label - Less

an innovative approach , named CapJack , to detect in - browser malicious cryptocurrency mining activities by using the latest CapsNet technology

utilize tensor model to well exploit the multi - dimensional information hidden

an adversarial training method in the Bayesian network based on partition analysis with solid theoretical proof

We implement our proposal as LEGO - Fi , the communication from ZigBee to WiFi

To address such a challenge , we consider SAS in a 3-dimensional space

a novel dynamic spectrum management scheme for 5 G Non Orthogonal Multiple Access ( NOMA ) wireless networks

the first system enabling spectrum knowledge extraction from unprocessed I / Q samples by deep learning directly in the RF loop

a dynamic algorithm for TTL caches whose goal is to obtain close - to - minimal costs

a single - hop multi - cache distributed system with data items being dispatched by random hashing

a machine learning - based soing

first propose the Index - Independent Cuckoo filter ( I2CF )

a new wireless communication system to deal with eavesdropping attacks

a practical MIMO - based underlay spectrum sharing scheme for CRNs and evaluate its I. INTRODUCTION performance using real - world implementation

a protocol , called Nomad , for achieving fast event ordering in edge computing environments

the Applicationsnetwork partitions

co - flow user pairs are opportunistically identified tures and geomagnetic anomalies , we propose CFid , a Crowdand fed as a dynamic sequence of edges connecting each other

a binary tree - based search approach is employed to infer keystrokes in a context - aware manner .

optimizing communications in fog To overcome these limitations , the concept of opportunistic networks where devices have limited buffering capability

In this paper , we focus on the task allocation Social Sensing based Edge Computing Systems or SSEC )

formalize the MEDR problem and propose a dynamic incentive mechanism of the user report electricity , and declare pWreogtrhaemn mdiensgigntoasodlevteertmheinoisptticimmizeacthioannivsmerstioonsoolvfethtehepMroEblDemR .. the amount of electricity and the price of electricity

a novel online market mechanism

model CPU speed scaling

an online learning based marketplace that dynamically determines the price for arbitrary resource types

Interference ReCycling ( IRC )

An optimal network utility maximization formulation is then developed to serve as a baseline to evaluate a simple distributed cluster management algorithm

reformulate a submodular function maximization problem

the overall two - hop wireless link QoS provisioning schemes based on its two individual singlehop statistical QoS requirements

formalize the resource - aware backup allocation problem

We leverage emerging deep learning techniques for time - series modeling to develop an application - aware predictive analytics system for accurately forecasting GridFTP connection loads

Transmission Point Process ( NTPP )

endowing matching algorithms

a Reinforcement Learning based Scheduler for MPTCP

leverage a suite of modified gradient methods known as “ mirror descent ”

a switchbased congestion controller with hysteresis ( HSCC ) that aims to stretch the TCP loss cycle without modifying TCP itself

Modularized Loadin performance

formulating a Federated Learning over wireless network as an optimization problem FEDL that captures both trade - offs

design a resource allocation algorithm that jointly maximizes the network lifetime and the performance of the data analytics tasks subject to energy constraints

aiming at minimizing power consumption with QoS constraints

a collaborative learning approach to leverage data from different cells to boost the learning efficiency and to improve network performance

optimize the contributions of crowds of mobile end users to MCS tasks

a computationally efficient algorithm to compute an approximately optimal MCE

construct an auction - based trading market , facilitating location privacy trading between workers and the platform

a new first - order framework that allows for this these types

extract channel state information from off - the - shelf routers

an energy optimization problem based on a novel graph model

an easily - deployable ( bootstrap - free ) and scalable indoor navigation system

a new parameter named Multipath Effect Ratio ( MER )

an optimization perspective , and formulate the problem as one that minimizes the accuracy loss given a set of privacy constraints

a hardware - assisted method to protect the control flow confidentiality

a novel hybrid analysis approach for identifying malicious IAC behaviors concealed within dynamically loaded code through reflective / DCL calls

time - series data trading from the perspective of a data broker in data markets

a novel discrete tensor completion model

a tree modeling - based data mining method

a methodology to identify collocation facilities in traceroute data and to monitor delay and routing patterns between facilities

a probabilistic framework to model and assess the communication volume observed at any single node

combine sparse - vector encoding to send our network - coding coefficients and Lamport timestamps to split messages in generations in order to provide an efficient gossiping

a high - throughput , low - latency , deterministic confirmation mechanism called ACCEL for accelerating Bitcoin 's block confirmation mechanism

a simple but accurate model allows us to quantify how the time to solve the minimization problem depends on the network of information exchanges among the nodes

the bottleneck with little overhead by carefully tweaking the usages of S3 and EFS

Our approach avoids direct network measurements

an intelligent Light weight Low Rank and False Matrix Separation algorithm

a statistical regression model of the marks with respect to some local point distance representation

We

formalize the RAN slicing enforcement problem ( RSEP ) and demonstrate its NP - hardness

a wireless powered backscatter communication ( WPBC ) network

We propose an algorithm

a novel approach to solve the WSR maximization problem in multi - carrier NOMA with cellular power constraint

uses Poisson geometry to define a power control mechanism for large mobile ad hoc networks

a new virtual link model to characterize the feasibility constraint from the perspective of contending RF chain usage

three fundamental centralized algorithms

Our algorithm is a generalization of the distributed Bellman - Ford algorithm

explore the eavesdropping attack in a novel and practical context in which CSI forgery entangles MU - MIMO user selection in a many - users regime

We explore a fundamental tradeoff between network throughput and effective rank threshold

a mathematical model of the cooperative beamforming problem

In this paper , we show methods which can be applied in a wireless sensor network

, Networkassisted caller ID

a pre - screening algorithm using reinforcement learning to predict if a client can benefit from participating in MU - MIMO

a detailed stochastic model of the behaviour of the sliced cell radio access

the Parameter Selection and Adaptation FramEwork ( P - SAFE )

a novel district - level trade area analysis framework using mobile flow records ( MFRs ) , a type of fine - grained cellular network data

a location insight system for activity labeling and user segment inference

a rigorous statistical approach to fitting CAIDA traces

This paper proposes an approach to mine the transaction networks of exchanges for answering this question

To create new revenue streams

a CP determines an optimal strategy that maximizes its utility

presenting a translation - modeling approach TransLink

a context - aware mediation system

a task scheduling strategy , which can achieve image feature extraction on edge while ensuring privacy

design a Dynamic Adaptive DNN Surgery ( DADS ) scheme

of joint offloading decision and resource allocation for mobile cloud networks with a computing access point ( CAP ) and a remote cloud

a framework Figment , which consists of set of libraries that developers can easily use to build in fine - grained dynamic permission management capabilities

a novel receiver - driven superposed video multicast ( Supcast ) scheme

multimodal learning and deep reinforcement learning in the design

contribute a sparse Bayesian contextual bandit algorithm denoted CBA

EVSO

a queueing model for passengers waiting to get transport by drivers participating in a ridesharing system

a new random approach

A

a multi - agent partially observable environment

channel independent packet detection and error vector demodulation

a new wireless PHY technique that enables cross - technology coexistence at zero cost or performance loss to these extremely weak wireless devices

a proactive resource allocation framework based on behavior - driven individual cellular data usage prediction

a novel data analytics tool for the cognitive management of resources in 5 G systems

a new Combinatorial Sleeping MAB model with Fairness constraints , called CSMAB - F , aiming to address the aforementioned crucial modeling issues

estimation of the size distribution of packet flows in Internet traffic through an inversion approach for several packet sampling schemes

an ad hoc network where multiple users capabilities to exchange information through signaling without access the same set of channels

a novel sampling method

a framework that leverages the probabilistic outputs of a MLbased QoT estimator

We compare two representative network topologies

a novel model - free approach

an optimization model that solves the VNE problem

This paper presents the first bounded - degree , demand - aware network , cl - DAN , which minimizes both congestion and route lengths

we apply the recurrent neural network to the encrypted traffic classification problem and propose the Flow Sequence Network ( FS - Net )

a practical scheme towards verifiable performance measurement over in - thecloud middleboxes

leverages column generation , a widely used technique for solving large scale linear programs , combined with a novel dynamic program for solving the pricing problem

a new algorithm called CAD ( Cooperative Active Distribution )

present a new class of DNS poisoning attacks targeting the client - side DNS

a novel and practical traceback technique to confirm the communication relationship between the suspicious server and the user

a method to explain our semi - supervised model with the theory of robust statistics

In this paper , we apply the amplify - and - forward ( AF ) cooperative communication to increase the secrecy capacity of IoT systems by incentivizing relay IoT devices

a trustworthy framework for SAS that synergizes state - of - the - art cryptographic techniques with blockchain technology in an innovative way to address these privacy issues

a privacy enhanced and database - driven dynamic spectrum sharing ( PeDSS ) framework

a private and accountable proposal

a novel network - centric framework

the NeuralWalk algorithm to cope with trust factor estimation and trust relation prediction problems simultaneously

Existing LDP algorithms can not leverage 1 ) prior knowledge about the noise in the estimated item frequencies and 2 ) prior knowledge about the true item frequencies

a Two - stage Deep learning framework for Friendship Inference ( TDFI )

investigate the impact of such a technology from an economic perspective

the DeNUM Mechanism

a witness model using game theory and the smart contract techniques

an edge - assisted crowdcast framework

a multi - stage game

approximate the large number of firms as non - atomic decision makers

the first unified framework to model , analyze , and optimize the operation of burstable instances

a platform choosing between two paths

a novel adaptive user - managed service placement mechanism

improving the QoS by balancing the access , switching and communication delay

an approximation algorithm to tackle the original online scheduling problem

what extent local algorithms can benefit from preprocessing

the first sleep monitoring system based on passive RFID tags

a RFID - based solution

an RFID - based vibration sensing system

a spinning linearly polarized antenna to track the 3D motion of a specified object attached with the passive RFID tag array

tracking the real - time location of a completely passive retroreflector using visible light for IoT applications

presents RF - Mehndi , a passive commercial RFID tag array formed identifier

improve the write throughput in the commodity RFID system

To address issue , the research community introduces the technique of Bloom Filter ( BF ) to RFID systems

MV - Sketch

a generic technique : self - adaptive counters ( SA Counter )

approximate packet classifiers

a simple algorithm

a new scheduling framework

an online algorithm Dedas , which greedily schedules newly arriving tasks and considers whether to replace some existing tasks in order to make the new deadlines satisfied

a new job scheduling problem called the Min - WCS problem

a natural scheduling problem

An interesting feature of the proposed upper bounds

To achieve high - speed processing

considers the following fundamental maximum throughput routing problem

study the slicing admission control problem

an optimization decomposition framework for cache management under “ BIG ” cache abstraction which fully utilizes the cache resources in a cache network

an O(log K)-competitive randomized algorithm Camul and an O(K)-competitive deterministic algorithm Camul - Det

M / M/1 queues in which nodes act as caches that store objects

a novel caching analysis that , contrary to prior work , makes no modeling assumptions for the file request sequence

we propose the use of a set of reusable primitive building blocks that can be composed to express measurement tasks in a concise and simple way

two new multi - resource fair queueing algorithms that support hierarchies

a reduced state model

a new reinforcement learning algorithm

a measurement based framework

We propose two algorithms - LASS - Static and LASS - Dynamic

first model the charging power as a random variable

design a new efficient key conversion protocol to support unshared key multi - owner multi - user image retrieval without losing search precision

a framework incorporating GAN with a multitask discriminator

a secure cloud database supporting range queries under multiple keys

an information theory based framework to analyse the security strength under certain padding overhead

a novel practical and near optimal SFC composition approach

helping network providers to carry out network capacity planning and sales projection by answering the question

developing an inference framework designed to “ look into ” the NFV network

a new paradigm for network interdiction that models scenarios

a novel privacy - preserving incentive mechanism to protect users ' true bids against the honest - but - curious platform while minimizing the social cost of winner selection

a nonlinearity - enhanced , location - sensitive authentication mechanism for such communication

a robust software - only anti - spoofing system on smartphones

a passcode inference system

a novel attack for WRSN through Denial of Charge ( DoC ) aiming at maximizing destructiveness

exploring an efficient context - aware trustworthiness inference framework to address this issue

boosting forward - looking and strategic planning mechanisms for resisting the forking attack

utilize the power of distributed establishing a secure channel between two end devices or one caching and explore the feasibility of using the cache spaces device and a server

investigates timely service provisioning for deadline - constrained tasks in VCC systems

a discrete component - based backscatter T2 T transceiver and a communication protocol suite

a multipath routing strategy that takes full advantage of a hybrid SDN / OpenFlow and P4 architecture

an algorithm called CoTS - Constrained Thompson sampling algorithm

a distributed algorithm

a d - local algorithm whose buffer space requirement is O logdD +

a novel framework combining graph - based deep learning and Network Calculus ( NC ) models

jamming - resilient distributed backbone construction in multi - hop wireless networks

Pair - Navi

a Dominating Coverage Set ( DCS ) extraction method to reduce the infinite solution space of PANDA to a limited one without performance loss

BatchQR

a vision guided aerial - ground sensing system

a system can automatically sense environment without any infrastructure support

a secure , body - guided transmission channel through the use of galvanic coupling ( GC )

a protocol that exploits the multi - cluster scattering phenomenon at mmW frequencies to establish a multi - directional link between a base station and a user

going to investigate ocean surface waves ' effects on the Line - of - Sight ( LoS ) link between sensors in a homogeneous WSN

optimize the performance of a new type of channel that exploits sunlight for wireless communication

an image - based extraction method based on cross - component correlation of color images

ALS - P

engineer SynLight aiming to significantly improve the data rate of a practical VLC system

a deep learning framework that can automatically balance the contributions of multiple sensor inputs over time by exploiting their sensing qualities

an effective feature extraction method

a Deep Reinforcement Learning ( DRL ) based framework for 360-degree video streaming

an energy - efficient and highly - accurate toothbrushing monitoring system which exploits IMU - based wrist - worn gesture sensing using unmodified toothbrushes

a COordinate - based INdexing ( COIN ) mechanism for the data sharing in edge computing

fill the gap of solving the flow table space estimation problem based on queuing theory

an elastically auto- follows

explore Multi - tree Low - overhead Multicast Rerouting ( MLMR ) to jointly solve both problems for SDN multicast

fill this gap by introducing the SDN synchronization problem

a new lightweight solution to the flow distribution problem

a novel , systematic , theoretical framework based on abstract algebra , to enable continuous , non - blocking , fast composition of multiple updates

a new Internet standard , MultiPath TCP , can be used to seamlessly migrate live VMs across WAN boundaries

We formulate the interactions between the MNO and mobile users as a multi - slot dynamic game

We model cache trading between the MNO and CPs as a social welfare maximization problem

This profit - maximization problem

a family of data pricing mechanisms for revenue maximization under different market settings

a general request - response model , which captures both proactive information update and timely information delivery , for investigating the scheduling problem with respect to EAoI minimization

a more general model for AoI research that is closer to what happens in the real world

online learning of optimal trunkreservation policies when the system parameters

clustering channel - states and learning the associated achievable multiuser rates

a graph - based model for describing the load dependencies among microservices

fair rate allocation over a generalized symmetric polymatroid with box constraints

extend Boolean - based network tomography to bound - based network tomography where the lower and upper bounds are derived for unidentifiable links

an efficient heuristic algorithm to quickly find nearoptimal placement solutions

online resource allocation problem for approximation jobs in parallel computing clusters

an algorithm providing a high degree of robustness as well as a provable quality of fast rerouting .

INT - path

a “ debugging mode ” for packet forwarding

a novel protocol for computing the egocentric betweenness centrality of a node when relevant edge information is spread between two mutually distrusting parties such as two telecommunications providers

a novel anonymization scheme , called PHDP , which preserves persistent homology and satisfies differential privacy

a novel approach to solve the problem

a framework that reveals cross - time knowledge interaction with desirable performance of storage and computation

an age - based trajectory

a communication - efficient algorithm

an original mathematical model to analyze the diffusion of posts within a generic online social platform

a new routing problem in DTNs - data - intensive routing -

a new cache refresh method

We model the interaction between devices and the operator as a Stackelberg game , prove the existence of Stackelberg equilibria , and propose an efficient decentralized algorithm for computing equilibria

an Adaptive Interference - Aware ( AIA ) heuristic approach to automatically place VNFs in 5 G service - customized network slices

minimize direct access to the possibly battery powered physical devices , yet improving Age of Information as a data freshness metric

the efficiency of SEIB could be further exponentially improved by eliminating unnecessary comparisons of the event timestamps

, a novel cross - layer design for IoT communication and

ABSs coexisting with a primary network

a novel network architecture

joint optimization of service placement and request routing in MEC - enabled multi - cell networks with multidimensional ( storage - computation - communication ) constraints

introduces practical algorithms with guaranteed approximation ratios

a model and characterize the average queue - length

coexistent routing and flooding ( CRF )

Our key contribution is two simple online algorithms with the best possible competitive ratio among all deterministic algorithms

construct a surrogate function with specific theoretical analysis of its submodularity and gap property

a method of charging power discretization

a three - step solution to optimize this new framework

a novel security mechanism to detect and identify rogue WiFi devices or AP using environment - independent characteristics extracted from channel state information

Our

a unified sampling and scheduling ( 2 S ) approach is proposed , focusing on decentralized updates in multiaccess wireless networks

a system that can detect a person 's respiration rate in dynamic ambient environments

it demonstrates a principled method of feedback - driven transmitter - side modifications that uses channel estimation at the receiver to increase differentiability for the CNN classifier

a novel RF local positioning system

a novel non - linear model GCN - GAN to tackle the challenging temporal link prediction task of weighted dynamic networks

an Energy - Efficient IoT ( EE - IoT ) communication scheme