Leana Golubchik

Orcid: 0000-0001-8353-5040

Affiliations:
  • University of Southern California, Los Angeles, USA


According to our database1, Leana Golubchik authored at least 151 papers between 1992 and 2024.

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Bibliography

2024
A Benchmark for ML Inference Latency on Mobile Devices.
Proceedings of the 7th International Workshop on Edge Systems, Analytics and Networking, 2024

2023
Predicting Ground Reaction Force from Inertial Sensors.
CoRR, 2023

Queue Scheduling with Adversarial Bandit Learning.
CoRR, 2023

Predicting Inference Latency of Neural Architectures on Mobile Devices.
Proceedings of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

2022
Sojourn Time Minimization of Successful Jobs.
SIGMETRICS Perform. Evaluation Rev., August, 2022

Predicting Throughput of Distributed Stochastic Gradient Descent.
IEEE Trans. Parallel Distributed Syst., 2022

Defending against Poisoning Backdoor Attacks on Federated Meta-learning.
ACM Trans. Intell. Syst. Technol., 2022

Achieving Transparency Report Privacy in Linear Time.
ACM J. Data Inf. Qual., 2022

Inference Latency Prediction at the Edge.
CoRR, 2022

Performance and Revenue Analysis of Hybrid Cloud Federations with QoS Requirements.
Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021
Graphical Federated Cloud Sharing Markets.
IEEE Trans. Sustain. Comput., 2021

A Message from the New Editor-in-Chief.
ACM Trans. Model. Perform. Evaluation Comput. Syst., 2021

Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning.
SN Comput. Sci., 2021

Do People Favor Personal Data Markets in a Surveillance Society?
Proceedings of the Winter Simulation Conference, 2021

2020
Are Federated Cloud Sharing Systems Sustainable?: On Dynamic Sharing Markets and Their Stability.
IEEE Trans. Sustain. Comput., 2020

When Are Cyber Blackouts in Modern Service Networks Likely?: A Network Oblivious Theory on Cyber (Re)Insurance Feasibility.
ACM Trans. Manag. Inf. Syst., 2020

Backdoor Attacks on Federated Meta-Learning.
CoRR, 2020

Throughput Prediction of Asynchronous SGD in TensorFlow.
Proceedings of the ICPE '20: ACM/SPEC International Conference on Performance Engineering, 2020

2019
On Robust Estimates of Correlated Risk in Cyber-Insured IT Firms: A First Look at Optimal AI-Based Estimates under "Small" Data.
ACM Trans. Manag. Inf. Syst., 2019

Security Pricing as Enabler of Cyber-Insurance A First Look at Differentiated Pricing Markets.
IEEE Trans. Dependable Secur. Comput., 2019

On the Economic Sustainability of Cloud Sharing Systems Are Dynamic Single Resource Sharing Markets Stable?
SIGMETRICS Perform. Evaluation Rev., 2019

Riemannian-Optimization-Based Hybrid Precoder for Spatial Modulation Aided Millimeter Wave MIMO.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

On Angle of Arrival (AoA) K̈hler Manifolds Feedback Method for FDD mmWave V2X Systems.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Joint IWMMSE-Based Channel Estimation and Finsler-Manifold-Based Codebook for the Design of V2X FDD Massive MIMO Systems.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

On Improving the Performance of Software-Defined Networking through Middlebox Policies.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

Adaptive-bit Quantized Massive MIMO Systems with MMSE-based Variational Approximate Message Passing.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

2018
Improving Cyber-Security via Profitable Insurance Markets.
SIGMETRICS Perform. Evaluation Rev., 2018

On direction-of-arrival (DoA) feedback and precoding for D2D assisted massive MIMO.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Diversity in Faculty Recruiting: A WiSE Approach.
Proceedings of the Abstracts of the 2018 ACM International Conference on Measurement and Modeling of Computer Systems, 2018

A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD.
Proceedings of the 26th IEEE International Symposium on Modeling, 2018

Wide-area analytics with multiple resources.
Proceedings of the Thirteenth EuroSys Conference, 2018

VideoEdge: Processing Camera Streams using Hierarchical Clusters.
Proceedings of the 2018 IEEE/ACM Symposium on Edge Computing, 2018

2017
On Market-Driven Hybrid-P2P Video Streaming.
IEEE Trans. Multim., 2017

Editorial.
Proc. ACM Meas. Anal. Comput. Syst., 2017

The Cloudlet Bazaar Dynamic Markets for the Small Cloud.
CoRR, 2017

SC-Share: Performance Driven Resource Sharing Markets for the Small Cloud.
CoRR, 2017

Performance Driven Resource Sharing Markets for the Small Cloud.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

2016
Security Pricing as an Enabler of Cyber-Insurance: A First Look at Differentiated Pricing Markets.
CoRR, 2016

Oblivious Mechanisms in Differential Privacy: Experiments, Conjectures, and Open Questions.
Proceedings of the 2016 IEEE Security and Privacy Workshops, 2016

2015
A Comment on "Power Cost Reduction in Distributed Data Centers: A Two Time Scale Approach for Delay Tolerant Workloads".
IEEE Trans. Parallel Distributed Syst., 2015

Guest editorial.
Perform. Evaluation, 2015

Sustaining Ad-driven P2P streaming ecosystems: A market-based approach.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015

Scheduling jobs across geo-distributed datacenters.
Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014
Power Cost Reduction in Distributed Data Centers: A Two-Time-Scale Approach for Delay Tolerant Workloads.
IEEE Trans. Parallel Distributed Syst., 2014

A comprehensive study of the use of advertisements as incentives in P2P streaming systems.
Peer-to-Peer Netw. Appl., 2014

Will cyber-insurance improve network security? A market analysis.
Proceedings of the 2014 IEEE Conference on Computer Communications, 2014

2013
On a way to improve cyber-insurer profits when a security vendor becomes the cyber-insurer.
Proceedings of the IFIP Networking Conference, 2013, Brooklyn, 2013

Resource Estimation for Network Virtualization through Users and Network Interaction Analysis.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Improving the Revenue, Efficiency and Reliability in Data Center Spot Market: A Truthful Mechanism.
Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Exploring the profit-reliability trade-off in Amazon's spot instance market: A better pricing mechanism.
Proceedings of the 21st IEEE/ACM International Symposium on Quality of Service, 2013

To send or not to send: Reducing the cost of data transmission.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013

MRM: delivering predictability and service differentiation in shared compute clusters.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

2012
Performance tradeoffs in structured peer to peer streaming.
J. Parallel Distributed Comput., 2012

Architecture-level reliability prediction of concurrent systems.
Proceedings of the Third Joint WOSP/SIPEW International Conference on Performance Engineering, 2012

P2P streaming: use of advertisements as incentives.
Proceedings of the Third Annual ACM SIGMM Conference on Multimedia Systems, 2012

Data centers power reduction: A two time scale approach for delay tolerant workloads.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

2011
A Novel Cyber-Insurance for Internet Security
CoRR, 2011

Pricing and Investments in Internet Security: A Cyber-Insurance Perspective
CoRR, 2011

A Study of Web Services Performance Prediction: A Client's Perspective.
Proceedings of the MASCOTS 2011, 2011

Utility optimization for dynamic peer-to-peer networks with tit-for-tat constraints.
Proceedings of the INFOCOM 2011. 30th IEEE International Conference on Computer Communications, 2011

Aegis A Novel Cyber-Insurance Model.
Proceedings of the Decision and Game Theory for Security - Second International Conference, 2011

2010
SocioNet: A Social-Based Multimedia Access System for Unstructured P2P Networks.
IEEE Trans. Parallel Distributed Syst., 2010

Sensor faults: Detection methods and prevalence in real-world datasets.
ACM Trans. Sens. Networks, 2010

On the economics of information security: the problem of designing optimal cyber-insurance contracts.
SIGMETRICS Perform. Evaluation Rev., 2010

Online anomaly detection for sensor systems: A simple and efficient approach.
Perform. Evaluation, 2010

Performance study of online batch-based digital signature schemes.
J. Netw. Comput. Appl., 2010

Multi-torrent: a performance study and applications.
Int. J. Adv. Media Commun., 2010

Improving QoS in BitTorrent-like VoD Systems.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Probabilistic automata for architecture-based reliability assessment.
Proceedings of the 2010 ICSE Workshop on Quantitative Stochastic Models in the Verification and Design of Software Systems, 2010

SHARP: a scalable approach to architecture-level reliability prediction of concurrent systems.
Proceedings of the 2010 ICSE Workshop on Quantitative Stochastic Models in the Verification and Design of Software Systems, 2010

Analyzing Self-Defense Investments in Internet Security under Cyber-Insurance Coverage.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Towards User-Oriented Live Video Streaming.
Proceedings of the 19th International Conference on Computer Communications and Networks, 2010

2009
Approximation algorithms for data placement on parallel disks.
ACM Trans. Algorithms, 2009

Dynamic data compression in multi-hop wireless networks.
Proceedings of the Eleventh International Joint Conference on Measurement and Modeling of Computer Systems, 2009

On the tradeoff between playback delay and buffer space in streaming.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

BitTorrent: An Extensible Heterogeneous Model.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

2008
Automatic request categorization in internet services.
SIGMETRICS Perform. Evaluation Rev., 2008

Multi-Torrent: A Performance Study.
Proceedings of the 16th International Symposium on Modeling, 2008

Improving BitTorrent: a simple approach.
Proceedings of the 7th international conference on Peer-to-peer systems, 2008

A Comprehensive Exploration of Challenges in Architecture-Based Reliability Estimation.
Proceedings of the Architecting Dependable Systems VI, 2008

Early prediction of software component reliability.
Proceedings of the 30th International Conference on Software Engineering (ICSE 2008), 2008

2007
Multiclass Multiserver Threshold-Based Systems: A Study of Noninstantaneous Server Activation.
IEEE Trans. Parallel Distributed Syst., 2007

On the Prevalence of Sensor Faults in Real-World Deployments.
Proceedings of the Fourth Annual IEEE Communications Society Conference on Sensor, 2007

A Bayesian Model for Predicting Reliability of Software Systems at the Architectural Level.
Proceedings of the Software Architectures, 2007

Identifying and Addressing Uncertainty in Architecture-Level Software Reliability Modeling.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007

AMBROSia: An Autonomous Model-Based Reactive Observing System.
Proceedings of the Computational Science, 2007

2006
Data Migration on Parallel Disks: Algorithms and Evaluation.
Algorithmica, 2006

Engineering reliability into hybrid systems via rich design models: recent results and current directions.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006

Estimating software component reliability by leveraging architectural models.
Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006

A Generic Multi-scale Modeling Framework for Reactive Observing Systems: An Overview.
Proceedings of the Computational Science, 2006

Scalable data collection and retrieval infrastructure for digital government applications.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Scalable and secure data collection: incentives considerations.
Proceedings of the 7th Annual International Conference on Digital Government Research, 2006

Fast Reconfiguration of Data Placement in Parallel Disks.
Proceedings of the Eighth Workshop on Algorithm Engineering and Experiments, 2006

2005
Leveraging architectural models to inject trust into software systems.
ACM SIGSOFT Softw. Eng. Notes, 2005

Multi-path streaming: Optimization of load distribution.
Perform. Evaluation, 2005

Toward Picture-perfect Streaming on the Internet.
Proceedings of the Second International Conference on the Quantitative Evaluaiton of Systems (QEST 2005), 2005

Data assignment in fault tolerant uploads for digital government applications: a genetic algorithms approach.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

Scalable data collection infrastructure for digital government applications.
Proceedings of the 2005 National Conference on Digital Government Research, 2005

2004
A coordinated data collection approach: design, evaluation, and comparison.
IEEE J. Sel. Areas Commun., 2004

Picture-perfect streaming over the Internet: is there hope?
IEEE Commun. Mag., 2004

A Fault Tolerance Protocol for Uploads: Design and Evaluation.
Proceedings of the Parallel and Distributed Processing and Applications, 2004

Data Migration on Parallel Disks.
Proceedings of the Algorithms, 2004

Scalable and Secure Data Collection: Fault Tolerance Considerations.
Proceedings of the 2004 Annual National Conference on Digital Government Research, 2004

2003
Performance Tradeoffs in Scheduling Techniques for Mixed Workloads.
Multim. Tools Appl., 2003

Bistro: a scalable and secure data transfer service for digital government applications.
Commun. ACM, 2003

HTTP-ICE: An HTTP-Based Distributed Application Framework For Interactive Collaborative Environments.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Device Independence and Extensibility in Gesture Recognition.
Proceedings of the IEEE Virtual Reality Conference 2003 (VR 2003), 2003

Large-scale Data Collection: a Coordinated Approach.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Towards global collaboration tools.
Proceedings of the 4th Annual Conference of the ACM Special Interest Group on Computer-Human Interaction, 2003

2002
Scalable Data Collection for Internet-based Digital Government Applications.
Proceedings of the Advances in Digital Government - Technology, Human Factors, and Policy, 2002

Use of Analytical Performance Models for System Sizing and Resource Allocation in Interactive Video-on-Demand Systems Employing Data Sharing Techniques.
IEEE Trans. Knowl. Data Eng., 2002

Bounding of Performance Measures for Threshold-Based Queuing Systems: Theory and Application to Dynamic Resource Management in Video-on-Demand Servers.
IEEE Trans. Computers, 2002

Multi-path streaming: is it worth the trouble?
SIGMETRICS Perform. Evaluation Rev., 2002

A performance study of Bistro, a scalable upload architecture.
SIGMETRICS Perform. Evaluation Rev., 2002

Multi-path continuous media streaming: what are the benefits?
Perform. Evaluation, 2002

Design of Scalable Continuous Media Servers.
Multim. Tools Appl., 2002

Performance of Batch-Based Digital Signatures.
Proceedings of the 10th International Workshop on Modeling, 2002

Scalable and Secure Data Collection Using Bistro.
Proceedings of the 2002 Annual National Conference on Digital Government Research, 2002

2001
Design of Fault-Tolerant Large-Scale VOD Servers: With Emphasis on High-Performance and Low-Cost.
IEEE Trans. Parallel Distributed Syst., 2001

Introduction to the Special Section on the Fifth International Workshop on Multimedia Information Systems.
IEEE Trans. Knowl. Data Eng., 2001

Open problems for threshold-based systems.
SIGMETRICS Perform. Evaluation Rev., 2001

Optimal Agent Selection.
Proceedings of the KI 2001: Advances in Artificial Intelligence, 2001

2000
Sync Classes: A Framework for Optimal Scheduling of Requests in Multimedia Storage Servers.
IEEE Trans. Knowl. Data Eng., 2000

Bistro: a framework for building scalable wide-area Upload applications.
SIGMETRICS Perform. Evaluation Rev., 2000

Threshold-Based Dynamic Replication in Large-Scale Video-on-Demand Systems.
Multim. Tools Appl., 2000

A fast and accurate iterative solution of a multi-class threshold-based queueing system with hysteresis.
Proceedings of the 2000 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 2000

A Performance Study of Dynamic Replication Techniques in Continuous Media Servers.
Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000

Striping Doesn't Scale: How to Achieve Scalability for Continuous Media Servers with Replication.
Proceedings of the 20th International Conference on Distributed Computing Systems, 2000

Parallel Database Systems and Multimedia Object Servers.
Proceedings of the Handbook on Parallel and Distributed Processing, 2000

1999
Efficient Support for Interactive Service in Multi-Resolution VOD Systems.
VLDB J., 1999

Analytical Models for Mixed Workload Multimedia Storage Servers.
Perform. Evaluation, 1999

Stochastic Complement Analysis of Multi-Server Threshold Queues with Histeresis.
Perform. Evaluation, 1999

A Software Synthesis Tool for Distributed Embedded System Design.
Proceedings of the ACM SIGPLAN 1999 Workshop on Languages, 1999

Evaluation of Tradeoffs in Resource Management Techniques for Multimedia Storage Servers.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1999

Techniques for Automating Distributed Real-Time Applications Design.
Proceedings of the Eighth IEEE International Symposium on High Performance Distributed Computing, 1999

1998
A Survey of Approaches to Fault Tolerant Design of VOD Servers: Techniques, Analysis and Comparison.
Parallel Comput., 1998

Merging Video Streams in Multimedia Storage Server: Complexity and Heuristics.
Multim. Syst., 1998

Introduction: Multimedia computing systems.
Int. J. Intell. Syst., 1998

A Scable Video-on-Demand Server for a Dynamic Heterogeneous Environment.
Proceedings of the Advances in Multimedia Information Systems, 4th International Workshop, 1998

1997
Support of VBR Video Streams Under Disk Bandwidth Limitations.
SIGMETRICS Perform. Evaluation Rev., 1997

On Issues and Tradeoffs in Design of Fault Tolerant VOD Servers.
SIGMETRICS Perform. Evaluation Rev., 1997

Bounding of Performance Measures for a Threshold-based Queueing System with Hysteresis.
Proceedings of the 1997 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, 1997

Buffer and I/O Resource Pre-allocation for Implementing Batching and Buffering Techniques for Video-on-Demand Systems.
Proceedings of the Thirteenth International Conference on Data Engineering, 1997

1996
Adaptive Piggybacking: A Novel Technique for Data Sharing in Video-on-Demand Storage Servers.
Multim. Syst., 1996

1995
I/O Stream Sharing for Continous Media Systems.
IEEE Data Eng. Bull., 1995

Fault Tolerant Design of Multimedia Servers.
Proceedings of the 1995 ACM SIGMOD International Conference on Management of Data, 1995

Reducing I/O Demand in Video-On-Demand Storage Servers.
Proceedings of the 1995 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, 1995

Analysis of Striping Techniques in Robotic Storage Libraries.
Proceedings of the Fourteenth IEEE Symposium on Mass Storage Systems, 1995

1994
Fault Tolerance Issues in Data Declustering for Parallel Database Systems.
IEEE Data Eng. Bull., 1994

1992
Chained Declustering: Load Balancing and Robustness to Skew and Failures.
Proceedings of the RIDE-TQP '92, 1992

Token Allocation in Distributed Systems.
Proceedings of the 12th International Conference on Distributed Computing Systems, 1992


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