Leana Golubchik

ORCID

Publication Activity (10 Years)

Years Active: 1992-2024
Publications (10 Years): 43

Top Venues

CoRR

SIGMETRICS Perform. Evaluation Rev.

IEEE Trans. Parallel Distributed Syst.

ACM Trans. Manag. Inf. Syst.

Publications

Zhuojin Li, Marco Paolieri, Leana Golubchik
A Benchmark for ML Inference Latency on Mobile Devices. EdgeSys@EuroSys (2024)
Zhuojin Li, Marco Paolieri, Leana Golubchik
Inference latency prediction for CNNs on heterogeneous mobile devices and ML frameworks. Perform. Evaluation 165 (2024)
Jiatai Huang, Leana Golubchik, Longbo Huang
Queue Scheduling with Adversarial Bandit Learning. CoRR (2023)
Zhuojin Li, Marco Paolieri, Leana Golubchik
Predicting Inference Latency of Neural Architectures on Mobile Devices. ICPE (2023)
Bowen Song, Marco Paolieri, Harper E. Stewart, Leana Golubchik, Jill L. McNitt-Gray, Vishal Misra, Devavrat Shah
Predicting Ground Reaction Force from Inertial Sensors. CoRR (2023)
Bowen Song, Marco Paolieri, Leana Golubchik
Performance and Revenue Analysis of Hybrid Cloud Federations with QoS Requirements. CLOUD (2022)
Yuan Yao, Marco Paolieri, Leana Golubchik
Scheduling to Optimize Sojourn Time of Successful Jobs. CoRR (2022)
Yuan Yao, Marco Paolieri, Leana Golubchik
Sojourn Time Minimization of Successful Jobs. SIGMETRICS Perform. Evaluation Rev. 50 (2) (2022)
Zhuojin Li, Marco Paolieri, Leana Golubchik
Inference Latency Prediction at the Edge. CoRR (2022)
Zhuojin Li, Marco Paolieri, Leana Golubchik, Sung-Han Lin, Wumo Yan
Predicting Throughput of Distributed Stochastic Gradient Descent. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Chien-Lun Chen, Sara Babakniya, Marco Paolieri, Leana Golubchik
Defending against Poisoning Backdoor Attacks on Federated Meta-learning. ACM Trans. Intell. Syst. Technol. 13 (5) (2022)
Chien-Lun Chen, Leana Golubchik, Ranjan Pal
Achieving Transparency Report Privacy in Linear Time. ACM J. Data Inf. Qual. 14 (2) (2022)
Leana Golubchik
A Message from the New Editor-in-Chief. ACM Trans. Model. Perform. Evaluation Comput. Syst. 5 (4) (2021)
Ranjan Pal, Charles Light, Yifan Dong, Mingyan Liu, Yixuan Wang, Pradipta Ghosh, Harshith Nagubandi, Leana Golubchik, Bodhibrata Nag, Swades De
Do People Favor Personal Data Markets in a Surveillance Society? WSC (2021)
Ranjan Pal, Xinlong Yin, Leana Golubchik
Graphical Federated Cloud Sharing Markets. IEEE Trans. Sustain. Comput. 6 (4) (2021)
Chien-Lun Chen, Leana Golubchik, Ranjan Pal
Achieving Transparency Report Privacy in Linear Time. CoRR (2021)
Sourya Dey, Sara Babakniya, Saikrishna C. Kanala, Marco Paolieri, Leana Golubchik, Peter A. Beerel, Keith M. Chugg
Deep-n-Cheap: An Automated Efficient and Extensible Search Framework for Cost-Effective Deep Learning. SN Comput. Sci. 2 (4) (2021)
Chien-Lun Chen, Leana Golubchik, Marco Paolieri
Backdoor Attacks on Federated Meta-Learning. CoRR (2020)
Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik
Throughput Prediction of Asynchronous SGD in TensorFlow. ICPE (2020)
Ranjan Pal, Konstantinos Psounis, Jon Crowcroft, Frank P. Kelly, Pan Hui, Sasu Tarkoma, Abhishek Kumar, John Kelly, Aritra Chatterjee, Leana Golubchik, Nishanth Sastry, Bodhibrata Nag
When Are Cyber Blackouts in Modern Service Networks Likely?: A Network Oblivious Theory on Cyber (Re)Insurance Feasibility. ACM Trans. Manag. Inf. Syst. 11 (2) (2020)
Ranjan Pal, Sung-Han Lin, Aditya Ahuja, Nachikethas A. Jagadeesan, Abhishek Kumar, Leana Golubchik
Are Federated Cloud Sharing Systems Sustainable?: On Dynamic Sharing Markets and Their Stability. IEEE Trans. Sustain. Comput. 5 (4) (2020)
Hong-Yunn Chen, Cheng-Fu Chou, Leana Golubchik
Adaptive-bit Quantized Massive MIMO Systems with MMSE-based Variational Approximate Message Passing. CCNC (2019)
Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik
Throughput Prediction of Asynchronous SGD in TensorFlow. CoRR (2019)
Hong-Yunn Chen, Cheng-Fu Chou, Leana Golubchik
Riemannian-Optimization-Based Hybrid Precoder for Spatial Modulation Aided Millimeter Wave MIMO. VTC Fall (2019)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Tathagata Bandyopadhyay
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. 10 (3) (2019)
Jose Luis Garcia Gomez, Ting-Chia Chang, Cheng-Fu Chou, Leana Golubchik
On Improving the Performance of Software-Defined Networking through Middlebox Policies. CCNC (2019)
Ranjan Pal, Aditya Ahuja, Sung-Han Lin, Abhishek Kumar, Leana Golubchik, Nachikethas A. Jagadeesan
On the Economic Sustainability of Cloud Sharing Systems Are Dynamic Single Resource Sharing Markets Stable? SIGMETRICS Perform. Evaluation Rev. 46 (4) (2019)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Pan Hui
Security Pricing as Enabler of Cyber-Insurance A First Look at Differentiated Pricing Markets. IEEE Trans. Dependable Secur. Comput. 16 (2) (2019)
Hong-Yunn Chen, Cheng-Fu Chou, Leana Golubchik
On Angle of Arrival (AoA) K̈hler Manifolds Feedback Method for FDD mmWave V2X Systems. VTC Fall (2019)
Hong-Yunn Chen, Cheng-Fu Chou, Leana Golubchik
Joint IWMMSE-Based Channel Estimation and Finsler-Manifold-Based Codebook for the Design of V2X FDD Massive MIMO Systems. VTC Spring (2019)
Leana Golubchik, Mallory Redel
Diversity in Faculty Recruiting: A WiSE Approach. SIGMETRICS (Abstracts) (2018)
Chien-Chun Hung, Ganesh Ananthanarayanan, Leana Golubchik, Minlan Yu, Mingyang Zhang
Wide-area analytics with multiple resources. EuroSys (2018)
Sung-Han Lin, Marco Paolieri, Cheng-Fu Chou, Leana Golubchik
A Model-Based Approach to Streamlining Distributed Training for Asynchronous SGD. MASCOTS (2018)
Hong-Yunn Chen, Cheng-Fu Chou, Leana Golubchik
On direction-of-arrival (DoA) feedback and precoding for D2D assisted massive MIMO. WCNC (2018)
Chien-Chun Hung, Ganesh Ananthanarayanan, Peter Bodík, Leana Golubchik, Minlan Yu, Paramvir Bahl, Matthai Philipose
VideoEdge: Processing Camera Streams using Hierarchical Clusters. SEC (2018)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Pan Hui
Improving Cyber-Security via Profitable Insurance Markets. SIGMETRICS Perform. Evaluation Rev. 45 (4) (2018)
Sung-Han Lin, Ranjan Pal, Marco Paolieri, Leana Golubchik
Performance Driven Resource Sharing Markets for the Small Cloud. ICDCS (2017)
Ranjan Pal, Sung-Han Lin, Leana Golubchik
The Cloudlet Bazaar Dynamic Markets for the Small Cloud. CoRR (2017)
Augustin Chaintreau, Leana Golubchik, Zhi-Li Zhang
Editorial. Proc. ACM Meas. Anal. Comput. Syst. 1 (1) (2017)
Sung-Han Lin, Ranjan Pal, Bo-Chun Wang, Leana Golubchik
On Market-Driven Hybrid-P2P Video Streaming. IEEE Trans. Multim. 19 (5) (2017)
Sung-Han Lin, Ranjan Pal, Marco Paolieri, Leana Golubchik
SC-Share: Performance Driven Resource Sharing Markets for the Small Cloud. CoRR (2017)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Pan Hui
Security Pricing as an Enabler of Cyber-Insurance: A First Look at Differentiated Pricing Markets. CoRR (2016)
Chien-Lun Chen, Ranjan Pal, Leana Golubchik
Oblivious Mechanisms in Differential Privacy: Experiments, Conjectures, and Open Questions. IEEE Symposium on Security and Privacy Workshops (2016)
Weiwei Fang, Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely
A Comment on "Power Cost Reduction in Distributed Data Centers: A Two Time Scale Approach for Delay Tolerant Workloads". IEEE Trans. Parallel Distributed Syst. 26 (5) (2015)
Leana Golubchik, Bert Zwart
Guest editorial. Perform. Evaluation 91 (2015)
Chien-Chun Hung, Leana Golubchik, Minlan Yu
Scheduling jobs across geo-distributed datacenters. SoCC (2015)
Sung-Han Lin, Ranjan Pal, Bo-Chun Wang, Leana Golubchik
Sustaining Ad-driven P2P streaming ecosystems: A market-based approach. IWQoS (2015)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Pan Hui
Will cyber-insurance improve network security? A market analysis. INFOCOM (2014)
Bo-Chun Wang, Alix L. H. Chow, Leana Golubchik
A comprehensive study of the use of advertisements as incentives in P2P streaming systems. Peer-to-Peer Netw. Appl. 7 (4) (2014)
Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely
Power Cost Reduction in Distributed Data Centers: A Two-Time-Scale Approach for Delay Tolerant Workloads. IEEE Trans. Parallel Distributed Syst. 25 (1) (2014)
Kai Song, Yuan Yao, Leana Golubchik
Exploring the profit-reliability trade-off in Amazon's spot instance market: A better pricing mechanism. IWQoS (2013)
Leana Golubchik, Samir Khuller, Koyel Mukherjee, Yuan Yao
To send or not to send: Reducing the cost of data transmission. INFOCOM (2013)
Bo-Chun Wang, Y. C. Tay, Leana Golubchik
Resource Estimation for Network Virtualization through Users and Network Interaction Analysis. MASCOTS (2013)
Masoud Moshref, Abhishek B. Sharma, Harsha V. Madhyastha, Leana Golubchik, Ramesh Govindan
MRM: delivering predictability and service differentiation in shared compute clusters. SoCC (2013)
Kai Song, Yuan Yao, Leana Golubchik
Improving the Revenue, Efficiency and Reliability in Data Center Spot Market: A Truthful Mechanism. MASCOTS (2013)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis, Pan Hui
On a way to improve cyber-insurer profits when a security vendor becomes the cyber-insurer. Networking (2013)
Bo-Chun Wang, Alix L. H. Chow, Leana Golubchik
P2P streaming: use of advertisements as incentives. MMSys (2012)
Alix L. H. Chow, Leana Golubchik, Samir Khuller, Yuan Yao
Performance tradeoffs in structured peer to peer streaming. J. Parallel Distributed Comput. 72 (3) (2012)
Leslie Cheung, Ivo Krka, Leana Golubchik, Nenad Medvidovic
Architecture-level reliability prediction of concurrent systems. ICPE (2012)
Yuan Yao, Longbo Huang, Abhishek B. Sharma, Leana Golubchik, Michael J. Neely
Data centers power reduction: A two time scale approach for delay tolerant workloads. INFOCOM (2012)
Michael J. Neely, Leana Golubchik
Utility optimization for dynamic peer-to-peer networks with tit-for-tat constraints. INFOCOM (2011)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis
A Novel Cyber-Insurance for Internet Security CoRR (2011)
Ranjan Pal, Leana Golubchik
Pricing and Investments in Internet Security: A Cyber-Insurance Perspective CoRR (2011)
Leslie Cheung, Leana Golubchik, Fei Sha
A Study of Web Services Performance Prediction: A Client's Perspective. MASCOTS (2011)
Ranjan Pal, Leana Golubchik, Konstantinos Psounis
Aegis A Novel Cyber-Insurance Model. GameSec (2011)
Kate Ching-Ju Lin, Chun-Po Wang, Cheng-Fu Chou, Leana Golubchik
SocioNet: A Social-Based Multimedia Access System for Unstructured P2P Networks. IEEE Trans. Parallel Distributed Syst. 21 (7) (2010)
Ranjan Pal, Leana Golubchik
On the economics of information security: the problem of designing optimal cyber-insurance contracts. SIGMETRICS Perform. Evaluation Rev. 38 (2) (2010)
Ranjan Pal, Leana Golubchik
Analyzing Self-Defense Investments in Internet Security under Cyber-Insurance Coverage. ICDCS (2010)
Ivo Krka, Leana Golubchik, Nenad Medvidovic
Probabilistic automata for architecture-based reliability assessment. QUOVADIS@ICSE (2010)
Yuan Yao, Abhishek B. Sharma, Leana Golubchik, Ramesh Govindan
Online anomaly detection for sensor systems: A simple and efficient approach. Perform. Evaluation 67 (11) (2010)
Leslie Cheung, Leana Golubchik, Nenad Medvidovic
SHARP: a scalable approach to architecture-level reliability prediction of concurrent systems. QUOVADIS@ICSE (2010)
Kai Song, Leana Golubchik
Towards User-Oriented Live Video Streaming. ICCCN (2010)
Yan Yang, Alix L. H. Chow, Leana Golubchik, Danielle Bragg
Improving QoS in BitTorrent-like VoD Systems. INFOCOM (2010)
Cheng-Fu Chou, William C. Cheng, Leana Golubchik
Performance study of online batch-based digital signature schemes. J. Netw. Comput. Appl. 33 (2) (2010)
Yan Yang, Alix L. H. Chow, Leana Golubchik
Multi-torrent: a performance study and applications. Int. J. Adv. Media Commun. 4 (1) (2010)
Abhishek B. Sharma, Leana Golubchik, Ramesh Govindan
Sensor faults: Detection methods and prevalence in real-world datasets. ACM Trans. Sens. Networks 6 (3) (2010)
Alix L. H. Chow, Leana Golubchik, Samir Khuller, Yuan Yao
On the tradeoff between playback delay and buffer space in streaming. IPDPS (2009)
Abhishek B. Sharma, Leana Golubchik, Ramesh Govindan, Michael J. Neely
Dynamic data compression in multi-hop wireless networks. SIGMETRICS/Performance (2009)
Leana Golubchik, Sanjeev Khanna, Samir Khuller, Ramakrishna Thurimella, An Zhu
Approximation algorithms for data placement on parallel disks. ACM Trans. Algorithms 5 (4) (2009)
Alix L. H. Chow, Leana Golubchik, Vishal Misra
BitTorrent: An Extensible Heterogeneous Model. INFOCOM (2009)
Yan Yang, Alix L. H. Chow, Leana Golubchik
Multi-Torrent: A Performance Study. MASCOTS (2008)
Ivo Krka, George Edwards, Leslie Cheung, Leana Golubchik, Nenad Medvidovic
A Comprehensive Exploration of Challenges in Architecture-Based Reliability Estimation. WADS (2008)
Alix L. H. Chow, Leana Golubchik, Vishal Misra
Improving BitTorrent: a simple approach. IPTPS (2008)
Leslie Cheung, Roshanak Roshandel, Nenad Medvidovic, Leana Golubchik
Early prediction of software component reliability. ICSE (2008)
Abhishek B. Sharma, Ranjita Bhagwan, Monojit Choudhury, Leana Golubchik, Ramesh Govindan, Geoffrey M. Voelker
Automatic request categorization in internet services. SIGMETRICS Perform. Evaluation Rev. 36 (2) (2008)
David A. Caron, Abhimanyu Das, Amit Dhariwal, Leana Golubchik, Ramesh Govindan, David Kempe, Carl Oberg, Abhishek B. Sharma, Beth Stauffer, Gaurav S. Sukhatme, Bin Zhang
AMBROSia: An Autonomous Model-Based Reactive Observing System. International Conference on Computational Science (1) (2007)
Leslie Cheung, Leana Golubchik, Nenad Medvidovic, Gaurav S. Sukhatme
Identifying and Addressing Uncertainty in Architecture-Level Software Reliability Modeling. IPDPS (2007)
Roshanak Roshandel, Nenad Medvidovic, Leana Golubchik
A Bayesian Model for Predicting Reliability of Software Systems at the Architectural Level. QoSA (2007)
Cheng-Fu Chou, Leana Golubchik, John C. S. Lui
Multiclass Multiserver Threshold-Based Systems: A Study of Noninstantaneous Server Activation. IEEE Trans. Parallel Distributed Syst. 18 (1) (2007)
Abhishek B. Sharma, Leana Golubchik, Ramesh Govindan
On the Prevalence of Sensor Faults in Real-World Deployments. SECON (2007)
Ranjit Raveendran, William C. Cheng, Leana Golubchik
Scalable and secure data collection: incentives considerations. DG.O (2006)
Srinivas R. Kashyap, Samir Khuller, Yung-Chun (Justin) Wan, Leana Golubchik
Fast Reconfiguration of Data Placement in Parallel Disks. ALENEX (2006)
Roshanak Roshandel, Somo Banerjee, Leslie Cheung, Nenad Medvidovic, Leana Golubchik
Estimating software component reliability by leveraging architectural models. ICSE (2006)
Leana Golubchik, Samir Khuller, Yoo Ah Kim, Svetlana Shargorodskaya, Yung-Chun (Justin) Wan
Data Migration on Parallel Disks: Algorithms and Evaluation. Algorithmica 45 (1) (2006)
Leana Golubchik, David A. Caron, Abhimanyu Das, Amit Dhariwal, Ramesh Govindan, David Kempe, Carl Oberg, Abhishek B. Sharma, Beth Stauffer, Gaurav S. Sukhatme, Bin Zhang
A Generic Multi-scale Modeling Framework for Reactive Observing Systems: An Overview. International Conference on Computational Science (3) (2006)
Somo Banerjee, Leslie Cheung, Leana Golubchik, Nenad Medvidovic, Roshanak Roshandel, Gaurav S. Sukhatme
Engineering reliability into hybrid systems via rich design models: recent results and current directions. IPDPS (2006)
Hanan Samet, Leana Golubchik
Scalable data collection and retrieval infrastructure for digital government applications. DG.O (2006)
Yan Yang, Leslie Cheung, Leana Golubchik
Data assignment in fault tolerant uploads for digital government applications: a genetic algorithms approach. DG.O (2005)
Somo Banerjee, Chris A. Mattmann, Nenad Medvidovic, Leana Golubchik
Leveraging architectural models to inject trust into software systems. SESS@ICSE (2005)
Somo Banerjee, Chris Mattmann, Nenad Medvidovic, Leana Golubchik
Leveraging architectural models to inject trust into software systems. ACM SIGSOFT Softw. Eng. Notes 30 (4) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Leana Golubchik