Ludmila Cherkasova

ORCID

Publication Activity (10 Years)

Years Active: 1981-2023
Publications (10 Years): 29

Top Venues

ICPE

CoRR

ICIOT

Publications

Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. INFOCOM (2023)
Xiaofan Yu, Kazim Ergun, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing
Automating and Optimizing Reliability-Driven Deployment in Energy-Harvesting IoT Networks. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Xiaofan Yu, Ludmila Cherkasova, Harsh Vardhan, Quanling Zhao, Emily Ekaireb, Xiyuan Zhang, Arya Mazumdar, Tajana Rosing
Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks. CoRR (2023)
Xiaosu Lyu, Ludmila Cherkasova, Robert C. Aitken, Gabriel Parmer, Timothy Wood
Towards efficient processing of latency-sensitive serverless DAGs at the edge. EdgeSys@EuroSys (2022)
Shreshth Tuli, Giuliano Casale, Ludmila Cherkasova, Nicholas R. Jennings
DeepFT: Fault-Tolerant Edge Computing using a Self-Supervised Deep Surrogate Model. CoRR (2022)
Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani B. Srivastava
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics. CoRR (2022)
Xiaofan Yu, Weihong Xu, Ludmila Cherkasova, Tajana Simunic Rosing
Automating Reliable and Fault-Tolerant Design of LoRa-based IoT Networks. CNSM (2021)
Gregor Peach, Runyu Pan, Zhuoyi Wu, Gabriel Parmer, Christopher Haster, Ludmila Cherkasova
eWASM: Practical Software Fault Isolation for Reliable Embedded Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Jeya Vikranth Jeyakumar, Ludmila Cherkasova, Saina Lajevardi, Moray Allan, Yue Zhao, John Fry, Mani B. Srivastava
Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics. ICIOT (2020)
Xiaofan Yu, Xueyang Song, Ludmila Cherkasova, Tajana Simunic Rosing
Reliability-Driven Deployment in Energy-Harvesting Sensor Networks. CNSM (2020)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
RelIoT: Reliability Simulator for IoT Networks. ICIOT (2020)
Xiaofan Yu, Kazim Ergun, Ludmila Cherkasova, Tajana Simunic Rosing
Optimizing Sensor Deployment and Maintenance Costs for Large-Scale Environmental Monitoring. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Kazim Ergun, Xiaofan Yu, Nitish Nagesh, Ludmila Cherkasova, Pietro Mercati, Raid Ayoub, Tajana Rosing
Simulating Reliability of IoT Networks with RelIoT. DSN (Supplements) (2020)
Phani Kishore Gadepalli, Sean McBride, Gregor Peach, Ludmila Cherkasova, Gabriel Parmer
Sledge: a Serverless-first, Light-weight Wasm Runtime for the Edge. Middleware (2020)
Poojitha Amin, Ludmila Cherkasova, Rob Aitken, Vikas Kache
Automating Energy Demand Modeling and Forecasting Using Smart Meter Data. ICIOT (2019)
Phani Kishore Gadepalli, Gregor Peach, Ludmila Cherkasova, Rob Aitken, Gabriel Parmer
Challenges and Opportunities for Efficient Serverless Computing at the Edge. SRDS (2019)
Poojitha Amin, Ludmila Cherkasova, Rob Aitken, Vikas Kache
Analysis and Demand Forecasting of Residential Energy Consumption at Multiple Time Scales. IM (2019)
Lishan Yang, Ludmila Cherkasova, Rajeev Badgujar, Jack Blancaflor, Rahul Konde, Jason Mills, Evgenia Smirni
Evaluating Scalability and Performance of a Security Management Solution in Large Virtualized Environments. ICPE (2018)
Sourav Medya, Ludmila Cherkasova, Ambuj K. Singh
Predictive modeling and scalability analysis for large graph analytics. IM (2017)
Feng Yan, Ludmila Cherkasova, Zhuoyao Zhang, Evgenia Smirni
DyScale: A MapReduce Job Scheduler for Heterogeneous Multicore Processors. IEEE Trans. Cloud Comput. 5 (2) (2017)
Assaf Eisenman, Ludmila Cherkasova, Guilherme Magalhaes, Qiong Cai, Paolo Faraboschi, Sachin Katti
Parallel Graph Processing: Prejudice and State of the Art. ICPE (2016)
Sourav Medya, Ludmila Cherkasova, Guilherme Magalhaes, Kivanc M. Ozonat, Chaitra Padmanabha, Jiban Sarma, Imran Sheikh
Towards Performance and Scalability Analysis of Distributed Memory Programs on Large-Scale Clusters. ICPE (2016)
Qi Wang, Ludmila Cherkasova, Jun Li, Haris Volos
Interconnect Emulator for Aiding Performance Analysis of Distributed Memory Applications. ICPE (2016)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Exploiting Cloud Heterogeneity to Optimize Performance and Cost of MapReduce Processing. SIGMETRICS Perform. Evaluation Rev. 42 (4) (2015)
Qi Wang, Ludmila Cherkasova, Jun Li, Haris Volos
InterSense: Interconnect Performance Emulator for Future Scale-out Distributed Memory Applications. MASCOTS (2015)
Haris Volos, Guilherme Magalhaes, Ludmila Cherkasova, Jun Li
Quartz: A Lightweight Performance Emulator for Persistent Memory Software. Middleware (2015)
Dipanjan Sengupta, Qi Wang, Haris Volos, Ludmila Cherkasova, Jun Li, Guilherme Magalhaes, Karsten Schwan
A Framework for Emulating Non-Volatile Memory Systemswith Different Performance Characteristics. ICPE (2015)
Ludmila Cherkasova, Alex Zhang
Optimizing QoS, performance, and power efficiency of backup services. SustainIT (2015)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Automating Platform Selection for MapReduce Processing in the Cloud. ICCAC (2015)
Feng Yan, Ludmila Cherkasova, Zhuoyao Zhang, Evgenia Smirni
Heterogeneous cores for MapReduce processing: Opportunity or challenge? NOMS (2014)
Feng Yan, Ludmila Cherkasova, Zhuoyao Zhang, Evgenia Smirni
Optimizing Power and Performance Trade-offs of MapReduce Job Processing with Heterogeneous Multi-core Processors. IEEE CLOUD (2014)
Giuliano Casale, Ludmila Cherkasova, Holger Hermanns
Special Issue on "Quantitative Evaluation of SysTems" (QEST 2012). Perform. Evaluation 73 (2014)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Parameterizable benchmarking framework for designing a MapReduce performance model. Concurr. Comput. Pract. Exp. 26 (12) (2014)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Exploiting cloud heterogeneity for optimized cost/performance MapReduce processing. CloudDP@EuroSys (2014)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Profiling and evaluating hardware choices for MapReduce environments: An application-aware approach. Perform. Evaluation 79 (2014)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Optimizing cost and performance trade-offs for MapReduce job processing in the cloud. NOMS (2014)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
AutoTune: Optimizing Execution Concurrency and Resource Usage in MapReduce Workflows. ICAC (2013)
Zhuoyao Zhang, Ludmila Cherkasova, Abhishek Verma, Boon Thau Loo
Performance Modeling and Optimization of Deadline-Driven Pig Programs. ACM Trans. Auton. Adapt. Syst. 8 (3) (2013)
Vipul Garg, Ludmila Cherkasova, Swaminathan Packirisami, Jerome A. Rolia
ACE: Automated capacity evaluation for HP ePrint. IM (2013)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Orchestrating an Ensemble of MapReduce Jobs for Minimizing Their Makespan. IEEE Trans. Dependable Secur. Comput. 10 (5) (2013)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Performance Modeling of MapReduce Jobs in Heterogeneous Cloud Environments. IEEE CLOUD (2013)
Vipul Garg, Ludmila Cherkasova, Swaminathan Packirisami, Jerome A. Rolia
Workload analysis and demand prediction for the HP ePrint Service. IM (2013)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Benchmarking approach for designing a mapreduce performance model. ICPE (2013)
Zhuoyao Zhang, Ludmila Cherkasova, Boon Thau Loo
Getting more for less in optimized MapReduce workflows. IM (2013)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova
Comparing efficiency and costs of cloud computing models. NOMS (2012)
Zhuoyao Zhang, Ludmila Cherkasova, Abhishek Verma, Boon Thau Loo
Automated profiling and resource management of pig programs for meeting service level objectives. ICAC (2012)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova
Selling T-shirts and Time Shares in the Cloud. CCGRID (2012)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Two Sides of a Coin: Optimizing the Schedule of MapReduce Jobs to Minimize Their Makespan and Improve Cluster Performance. MASCOTS (2012)
Abhishek Verma, Ludmila Cherkasova, Vijay S. Kumar, Roy H. Campbell
Deadline-based workload management for MapReduce environments: Pieces of the performance puzzle. NOMS (2012)
Zhuoyao Zhang, Ludmila Cherkasova, Abhishek Verma, Boon Thau Loo
Optimizing Completion Time and Resource Provisioning of Pig Programs. CCGRID (2012)
Giuliano Casale, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization. IEEE Trans. Software Eng. 38 (5) (2012)
Zhuoyao Zhang, Ludmila Cherkasova, Abhishek Verma, Boon Thau Loo
Meeting service level objectives of Pig programs. CloudCP@EuroSys (2012)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Resource Provisioning Framework for MapReduce Jobs with Performance Goals. Middleware (2011)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova
Resource and virtualization costs up in the cloud: Models and design choices. DSN (2011)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
ARIA: automatic resource inference and allocation for mapreduce environments. ICAC (2011)
Ludmila Cherkasova
Performance modeling in mapreduce environments: challenges and opportunities. ICPE (2011)
Abhishek Verma, Ludmila Cherkasova, Roy H. Campbell
Play It Again, SimMR! CLUSTER (2011)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova
Chargeback model for resource pools in the cloud. Integrated Network Management (2011)
Ludmila Cherkasova, Roger Lau, Harald Burose, Subramaniam Venkata Kalambur, Bernhard Kappler, Kuttiraja Veeranan
Run-time performance optimization and job management in a data protection solution. Integrated Network Management (2011)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Sizing multi-tier systems with temporal dependence: benchmarks and analytic models. J. Internet Serv. Appl. 1 (2) (2010)
Rini T. Kaushik, Ludmila Cherkasova, Roy H. Campbell, Klara Nahrstedt
Lightning: self-adaptive, energy-conserving, multi-zoned, commodity green cloud storage system. HPDC (2010)
Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Efficient resource allocation and power saving in multi-tiered systems. WWW (2010)
Lei Lu, Ludmila Cherkasova, Vittoria De Nitto Persone, Ningfang Mi, Evgenia Smirni
AWAIT: Efficient Overload Management for Busy Multi-tier Web Services under Bursty Workloads. ICWE (2010)
Ludmila Cherkasova, Alex Zhang, Xiaozhou Li
DP+IP = design of efficient backup scheduling. CNSM (2010)
Andrew Caniff, Lei Lu, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
Fastrack for taming burstiness and saving power in multi-tiered systems. International Teletraffic Congress (2010)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova
Satisfying Service Level Objectices in a Self-Managing Resource Pool. SASO (2009)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper
Resource pool management: Reactive versus proactive or let's be friends. Comput. Networks 53 (17) (2009)
Ludmila Cherkasova, Kave Eshghi, Charles B. Morrey III, Joseph Tucek, Alistair C. Veitch
Applying syntactic similarity algorithms for enterprise information management. KDD (2009)
Ludmila Cherkasova, Roger Lau, Harald Burose, Bernhard Kappler
Enhancing and optimizing a data protection solution. MASCOTS (2009)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Injecting realistic burstiness to a traditional client-server benchmark. ICAC (2009)
Ludmila Cherkasova, Kivanc M. Ozonat, Ningfang Mi, Julie Symons, Evgenia Smirni
Automated anomaly detection and performance modeling of enterprise applications. ACM Trans. Comput. Syst. 27 (3) (2009)
Xiaoyun Zhu, Donald Young, Brian J. Watson, Zhikui Wang, Jerry Rolia, Sharad Singhal, Bret McKee, Chris Hyser, Daniel Gmach, Rob Gardner, Tom Christian, Ludmila Cherkasova
1000 islands: an integrated approach to resource management for virtualized data centers. Clust. Comput. 12 (1) (2009)
Ludmila Cherkasova, Kivanc M. Ozonat, Ningfang Mi, Julie Symons, Evgenia Smirni
Anomaly? application change? or workload change? towards automated detection of application performance anomaly and change. DSN (2008)
Timothy Wood, Ludmila Cherkasova, Kivanc M. Ozonat, Prashant J. Shenoy
Profiling and Modeling Resource Usage of Virtualized Applications. Middleware (2008)
Giuliano Casale, Ningfang Mi, Ludmila Cherkasova, Evgenia Smirni
How to parameterize models with bursty workloads. SIGMETRICS Perform. Evaluation Rev. 36 (2) (2008)
Xiaoyun Zhu, Donald Young, Brian J. Watson, Zhikui Wang, Jerry Rolia, Sharad Singhal, Bret McKee, Chris Hyser, Daniel Gmach, Rob Gardner, Tom Christian, Ludmila Cherkasova
1000 Islands: Integrated Capacity and Workload Management for the Next Generation Data Center. ICAC (2008)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Guillaume Belrose, Tom Turicchi, Alfons Kemper
An integrated approach to resource pool management: Policies, efficiency and quality metrics. DSN (2008)
Qi Zhang, Ludmila Cherkasova, Ningfang Mi, Evgenia Smirni
A regression-based analytic model for capacity planning of multi-tier applications. Clust. Comput. 11 (3) (2008)
Ningfang Mi, Giuliano Casale, Ludmila Cherkasova, Evgenia Smirni
Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models. Middleware (2008)
Ningfang Mi, Ludmila Cherkasova, Kivanc M. Ozonat, Julie Symons, Evgenia Smirni
Analysis of application performance and its change via representative application signatures. NOMS (2008)
Jerome A. Rolia, Ludmila Cherkasova, Richard J. Friedrich
Performance engineering for EA systems in next generation data centresPerformance engineering for EA systems in next generation data centres. WOSP (2007)
Qi Zhang, Ludmila Cherkasova, Guy Mathews, Wayne Greene, Evgenia Smirni
A Capacity Planning Framework for Multi-tier Enterprise Services with Real Workloads. Integrated Network Management (2007)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper
Workload Analysis and Demand Prediction of Enterprise Data Center Applications. IISWC (2007)
Wenting Tang, Yun Fu, Ludmila Cherkasova, Amin Vahdat
Modeling and generating realistic streaming media server workloads. Comput. Networks 51 (1) (2007)
Qi Zhang, Ludmila Cherkasova, Evgenia Smirni
A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications. ICAC (2007)
Qi Zhang, Ludmila Cherkasova, Guy Mathews, Wayne Greene, Evgenia Smirni
R-Capriccio: A Capacity Planning and Anomaly Detection Tool for Enterprise Services with Live Workloads. Middleware (2007)
Daniel Gmach, Jerry Rolia, Ludmila Cherkasova, Alfons Kemper
Capacity Management and Demand Prediction for Next Generation Data Centers. ICWS (2007)
Ludmila Cherkasova, Diwaker Gupta, Amin Vahdat
Comparison of the three CPU schedulers in Xen. SIGMETRICS Perform. Evaluation Rev. 35 (2) (2007)
Diwaker Gupta, Ludmila Cherkasova, Rob Gardner, Amin Vahdat
Enforcing Performance Isolation Across Virtual Machines in Xen. Middleware (2006)
Jerry Rolia, Ludmila Cherkasova, Martin F. Arlitt, Vijay Machiraju
Supporting application quality of service in shared resource pools. Commun. ACM 49 (3) (2006)
Jerome A. Rolia, Ludmila Cherkasova, Clifford McCarthy
Configuring Workload Manager Control Parameters for Resource Pools. NOMS (2006)
Ludmila Cherkasova, Diwaker Gupta, Eygene Ryabinkin, Roman Kurakin, Vladimir Dobretsov, Amin Vahdat
Optimizing Grid Site Manager Performance with Virtual Machines. WORLDS (2006)
Ludmila Cherkasova, Jerome A. Rolia
R-Opus: A Composite Framework for Application Performability and QoS in Shared Resource Pools. DSN (2006)
Ludmila Cherkasova, Wenting Tang, Amin Vahdat
A unified benchmarking and model-based framework for building QoS-aware streaming media services. Multim. Syst. 11 (6) (2006)
Jerry Rolia, Ludmila Cherkasova, Martin F. Arlitt, Artur Andrzejak
A capacity management service for resource pools. WOSP (2005)
Ludmila Cherkasova
Optimizing the Reliable Distribution of Large Files within CDNs. ISCC (2005)
Ludmila Cherkasova, Rob Gardner
Measuring CPU Overhead for I/O Processing in the Xen Virtual Machine Monitor. USENIX Annual Technical Conference, General Track (2005)
Ludmila Cherkasova, Minaxi Gupta
Analysis of enterprise media server workloads: access patterns, locality, content evolution, and rates of change. IEEE/ACM Trans. Netw. 12 (5) (2004)
Ludmila Cherkasova, Wenting Tang, Sharad Singhal
An SLA-Oriented Capacity Planning Tool for Streaming Media Services. DSN (2004)
Ludmila Cherkasova, Wenting Tang
Sizing the streaming media cluster solution for a given workload. CCGRID (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ludmila Cherkasova