Evgenia Smirni | Academic Influence

Evgenia Smirni's AcademicInfluence.com Rankings

Evgenia Smirni

Computer Science

#9304

World Rank

#9774

Historical Rank

Computational Linguistics

#2874

World Rank

#2907

Historical Rank

Machine Learning

#5211

World Rank

#5277

Historical Rank

Artificial Intelligence

#5621

World Rank

#5703

Historical Rank

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Computer Science

Evgenia Smirni's Degrees

Masters Computer Science Stanford University

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Why Is Evgenia Smirni Influential?

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According to Wikipedia, Evgenia Smirni is a Greek-American computer scientist, the Sidney P. Chockley Professor of Computer Science and Computer Science Chair at the College of William & Mary. Her research concerns computer performance evaluation, load balancing, dynamic resource provisioning, and the matrix analytic method for Markov chains.

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Evgenia Smirni's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

A Regression-Based Analytic Model for Dynamic Resource Provisioning of Multi-Tier Applications (2007) (298)
Anomaly? application change? or workload change? towards automated detection of application performance anomaly and change (2008) (136)
Workload-aware load balancing for clustered Web servers (2005) (136)
Multiple-queue backfilling scheduling with priorities and reservations for parallel systems (2002) (121)
Burstiness in Multi-tier Applications: Symptoms, Causes, and New Models (2008) (117)
EQUILOAD: a load balancing policy for clustered web servers (2001) (107)
Robust Partitioning Policies of Multiprocessor Systems (1994) (101)
Injecting realistic burstiness to a traditional client-server benchmark (2009) (90)
Workload Characterization of Input/Output Intensive Parallel Applications (1997) (90)
Automated anomaly detection and performance modeling of enterprise applications (2009) (88)
An EM-based technique for approximating long-tailed data sets with PH distributions (2004) (75)
The impact of I/O on program behavior and parallel scheduling (1998) (72)
A regression-based analytic model for capacity planning of multi-tier applications (2008) (71)
Trace data characterization and fitting for Markov modeling (2010) (70)
Lessons from Characterizing the Input/Output Behavior of Parallel Scientific Applications (1998) (70)
PRACTISE: Robust prediction of data center time series (2015) (69)
KPC-Toolbox: Simple Yet Effective Trace Fitting Using Markovian Arrival Processes (2008) (68)
A large-scale study of soft-errors on GPUs in the field (2016) (67)
Performance impacts of autocorrelated flows in multi-tiered systems (2007) (67)
R-Capriccio: A Capacity Planning and Anomaly Detection Tool for Enterprise Services with Live Workloads (2007) (65)
Data Centers in the Cloud: A Large Scale Performance Study (2012) (64)
ADAPTLOAD: effective balancing in clustered web servers under transient load conditions (2002) (60)
State-of-the-practice in data center virtualization: Toward a better understanding of VM usage (2013) (56)
Power-aware resource allocation in high-end systems via online simulation (2005) (55)
Analysis of Non-Work-Conserving Processor Partitioning Policies (1995) (55)
BATCH: Machine Learning Inference Serving on Serverless Platforms with Adaptive Batching (2020) (55)
The KSR1: experimentation and modeling of poststore (1993) (53)
Dealing with Burstiness in Multi-Tier Applications: Models and Their Parameterization (2012) (52)
Machine Learning Models for GPU Error Prediction in a Large Scale HPC System (2018) (51)
Efficient fitting of long-tailed data sets into hyperexponential distributions (2002) (50)
Self-adapting backfilling scheduling for parallel systems (2002) (46)
Models of Parallel Applications with Large Computation and I/O Requirements (2002) (45)
The next frontier: interactive and closed loop performance steering (1996) (45)
Exact aggregate solutions for M/G/1-type Markov processes (2002) (44)
ETAQA: An Efficient Technique for the Analysis of QBD-Processes by Aggregation (1999) (43)
(Big)data in a virtualized world: volume, velocity, and variety in cloud datacenters (2014) (43)
Characterizing Temperature, Power, and Soft-Error Behaviors in Data Center Systems: Insights, Challenges, and Opportunities (2017) (42)
Efficient management of idleness in storage systems (2009) (41)
Application-driven dynamic vertical scaling of virtual machines in resource pools (2014) (39)
Analysis of application performance and its change via representative application signatures (2008) (39)
Characterizing the BMAP/MAP/1 Departure Process via the ETAQA Truncation (2005) (38)
Bound analysis of closed queueing networks with workload burstiness (2008) (36)
Processor Saving Scheduling Policies for Multiprocessor Systems (1998) (36)
How to parameterize models with bursty workloads (2008) (36)
Model-Driven System Capacity Planning under Workload Burstiness (2010) (35)
Achieving application-centric performance targets via consolidation on multicores: myth or reality? (2012) (31)
M/G/1-Type Markov Processes: A Tutorial (2002) (29)
MAMSolver: A Matrix Analytic Methods Tool (2002) (29)
Aggregate matrix-analytic techniques and their applications (2002) (29)
Report Data Centers in the Wild : A Large Performance Study (2012) (29)
Untangling mixed information to calibrate resource utilization in virtual machines (2011) (29)
SERF: Efficient Scheduling for Fast Deep Neural Network Serving via Judicious Parallelism (2016) (28)
Restrained utilization of idleness for transparent scheduling of background tasks (2009) (28)
Load Unbalancing to Improve Performance under Autocorrelated Traffic (2006) (28)
Fault Site Pruning for Practical Reliability Analysis of GPGPU Applications (2018) (26)
Performance evaluation of parallel systems (1999) (25)
ETAQA truncation models for the MAP/MAP/1 departure process (2004) (24)
Predictive VM consolidation on multiple resources: Beyond load balancing (2013) (24)
Efficient fitting of long-tailed data sets into phase-type distributions (2002) (24)
Fastrack for taming burstiness and saving power in multi-tiered systems (2010) (24)
I/O, performance analysis, and performance data immersion (1996) (23)
Less Can Be More: Micro-managing VMs in Amazon EC2 (2015) (23)
KPC-Toolbox: Best recipes for automatic trace fitting using Markovian Arrival Processes (2010) (22)
SSD failures in the field: symptoms, causes, and prediction models (2019) (22)
Enhancing data availability in disk drives through background activities (2008) (22)
Performance Gains from Leaving Idle Processors in Multiprocessor Systems (1995) (21)
Managing Data Center Tickets: Prediction and Active Sizing (2016) (21)
Interarrival Times Characterization and Fitting for Markovian Traffic Analysis (2007) (21)
Bottlenecks and Their Performance Implications in E-commerce Systems (2004) (20)
Spatial–Temporal Prediction Models for Active Ticket Managing in Data Centers (2018) (19)
Model-driven consolidation of Java workloads on multicores (2012) (19)
On the DNS Deployment of Modern Web Services (2015) (18)
Scheduling issues in high-performance computing (1999) (18)
Performance-Guided Load (Un)balancing under Autocorrelated Flows (2008) (17)
Sizing multi-tier systems with temporal dependence: benchmarks and analytic models (2010) (17)
Adaptive CPU scheduling policies for mixed multimedia and best-effort workloads (1999) (17)
Algorithmic modifications to the Jacobi-Davidson parallel eigensolver to dynamically balance external CPU and memory load (2001) (16)
Optimizing Power and Performance Trade-offs of MapReduce Job Processing with Heterogeneous Multi-core Processors (2014) (16)
Analytic modeling of load balancing policies for tasks with heavy-tailed distributions (2000) (15)
Performance Modeling of a Parallel I/O System: An Application Driven Approach (1997) (15)
Fast Eventual Consistency with Performance Guarantees for Distributed Storage (2012) (15)
Storage Workload Isolation via Tier Warming: How Models Can Help (2014) (14)
Efficient Deep Neural Network Serving: Fast and Furious (2018) (14)
DyScale: A MapReduce Job Scheduler for Heterogeneous Multicore Processors (2017) (14)
PerPreT - A Performance Prediction Tool for Massive Parallel Sysytems (1995) (14)
Profit-driven service differentiation in transient environments (2003) (14)
Heterogeneous cores for MapReduce processing: Opportunity or challenge? (2014) (14)
AWAIT: Efficient Overload Management for Busy Multi-tier Web Services under Bursty Workloads (2010) (14)
CEDULE: A Scheduling Framework for Burstable Performance in Cloud Computing (2018) (13)
Usage patterns in multi-tenant data centers: a temporal perspective (2012) (13)
Virtualization in the Private Cloud: State of the Practice (2016) (13)
Practical Resilience Analysis of GPGPU Applications in the Presence of Single- and Multi-Bit Faults (2021) (13)
Autonomic exploration of trade-offs between power and performance in disk drives (2010) (13)
Feasibility regions: exploiting tradeoffs between power and performance in disk drives (2010) (12)
FlexSplit: a workload-aware, adaptive load balancing strategy for media clusters (2006) (12)
Models of the departure process of a BMAP/MAP/1 queue (2005) (11)
Multi-resource characterization and their (in)dependencies in production datacenters (2014) (11)
Metrics and Benchmarks for Self-aware Computing Systems (2017) (11)
Autocorrelation-driven load control in distributed systems (2009) (10)
Self-adaptive scheduler parameterization via online simulation (2005) (10)
Scheduling for performance and availability in systems with temporal dependent workloads (2008) (10)
Modeling speedup of SPMD applications on the Intel Paragon: a case study (1995) (10)
Fill-in the gaps: Spatial-temporal models for missing data (2017) (10)
On load balancing: a mix-aware algorithm for heterogeneous systems (2013) (9)
What to expect when you are consolidating: effective prediction models of application performance on multicores (2014) (9)
Load Balancing for Performance Differentiation in Dual-Priority Clustered Servers (2006) (9)
Busy bee: how to use traffic information for better scheduling of background tasks (2012) (9)
Bridging ETAQA and Ramaswami's formula for the solution of M/G/1-type processes (2005) (9)
Exact analysis of a class of GI/G/1-type performability models (2004) (9)
MAP-AMVA: Approximate mean value analysis of bursty systems (2009) (9)
ETAQA Solutions for Infinite Markov Processes with Repetitive Structure (2007) (9)
ETAQA-MG1: an efficient technique for the analysis of a class of M/G/1-type processes by aggregation (2004) (8)
Thread placement on the Intel Paragon: modeling and experimentation (1995) (8)
Measuring the Effects of Thread Placement on the Kendall Square KSR1 (1993) (7)
Saving power without compromising disk drive reliability (2011) (7)
How to Supercharge the Amazon T2: Observations and Suggestions (2017) (7)
It's not a Sprint, it's a Marathon: Stretching Multi-resource Burstable Performance in Public Clouds (industry track) (2019) (7)
Versatile models of systems using map queueing networks (2008) (7)
Algorithmic influences on I/O access patterns and parallel file system performance (1997) (7)
Adaptive workload shaping for power savings on disk drives (2011) (7)
A methodology for the evaluation of multiprocessor non-preemptive allocation policies (1998) (6)
Find your best match: predicting performance of consolidated workloads (2012) (6)
An aggregation-based solution method for M/G/1-type processes (1999) (6)
Evaluation of Multiprocessor Allocation Policies (1993) (6)
SUGAR: Speeding Up GPGPU Application Resilience Estimation with Input Sizing (2021) (6)
Characterizing Accuracy-Aware Resilience of GPGPU Applications (2020) (6)
Enabling Software Resilience in GPGPU Applications via Partial Thread Protection (2021) (6)
Evaluating the Performability of Systems with Background Jobs (2006) (6)
A Capacity Planning Framework for Multi-tier Enterprise Services with Real Workloads (2007) (5)
The effect of workload dependence in systems: experimental evaluation, analytic models, and policy development (2006) (5)
Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System (2022) (5)
Scheduling data analytics work with performance guarantees: queuing and machine learning models in synergy (2016) (5)
Characterization of moments and autocorrelation in MAPs (2007) (5)
Effective resource and workload management in data centers (2014) (5)
ASIdE: Using Autocorrelation-Based Size Estimation for Scheduling Bursty Workloads (2012) (5)
CEDULE+: Resource Management for Burstable Cloud Instances Using Predictive Analytics (2021) (5)
Tale of Tails: Anomaly Avoidance in Data Centers (2016) (5)
Overcoming Limitations of Off-the-Shelf Priority Schedulers in Dynamic Environments (2013) (4)
Efficient management of idleness in systems (2007) (4)
Optimizing Inference Serving on Serverless Platforms (2022) (4)
Title: \lessons from Characterizing Input/output Bahavior of Parallel Scientiic Applications" Lessons from Characterizing Input/output Bahavior of Parallel Scientiic Applications (2007) (4)
Toward Automating Work Consolidation with Performance Guarantees in Storage Clusters (2011) (4)
Proactive Management of Systems via Hybrid Analytic Techniques (2015) (4)
Efficient fitting of long-tailed data sets into PH distributions ? (1975) (4)
Workload interleaving with performance guarantees in data centers (2016) (4)
Comparison of Two Output Models for the BMAP/MAP/1 Departure Process (2009) (3)
Quantitative Estimation of the Performance Delay with Propagation Effects in Disk Power Savings (2012) (3)
Mining Multivariate Discrete Event Sequences for Knowledge Discovery and Anomaly Detection (2020) (3)
Proceedings of the Joint International Conference on Measurement and Modeling of Computer Systems, SIGMETRICS/Performance 2006, Saint Malo, France, June 26-30, 2006 (2006) (3)
Efficient resource allocation and power saving in multi-tiered systems (2010) (3)
CWS: a model-driven scheduling policy for correlated workloads (2010) (3)
PREFiguRE: An Analytic Framework for HDD Management (2016) (3)
(Big)Data in a Virtualized World: Volume, Velocity, and Variety in Enterprise Datacenters (2014) (2)
Lifespan and Failures of SSDs and HDDs: Similarities, Differences, and Prediction Models (2023) (2)
QRF: An Optimization-Based Framework for Evaluating Complex Stochastic Networks (2016) (2)
Copy rate synchronization with performance guarantees for work consolidation in storage clusters (2011) (2)
Characterization and Synthesis of Markovian Workload Models (2007) (2)
The effects of thread placement on the KSR1 (1994) (2)
Bound Analysis of Closed Queueing Networks with Nonrenewal Workloads (2008) (2)
Towards autonomic consolidation of heterogeneous workloads (2011) (2)
Agile middleware for scheduling: meeting competing performance requirements of diverse tasks (2014) (2)
KPC-toolbox: fitting Markovian arrival processes and phase-type distributions with MATLAB (2012) (2)
Toward fast eventual consistency with performance guarantees (2012) (2)
Analysis of blocking networks with temporal dependence (2010) (2)
SUGAR (2021) (1)
Usage Patterns in Multi-tenant Data Centers: a Large-Case Field Study (2015) (1)
Self-Adaptive Scheduler Parameterization (2005) (1)
Proceedings of the 8th ACM/SPEC on International Conference on Performance Engineering (2017) (1)
Approximate analysis of blocking queueing networks with temporal dependence (2011) (1)
PRACTISE -- Demonstrating a Neural Network Based Framework for Robust Prediction of Data Center Workload (2015) (1)
Future directions in performance evaluation research (2007) (1)
New Results on the Performance Effects of Autocorrelated Flows in Systems (2007) (1)
Power-Aware Resource Allocation via Online Simulation with Multiple-Queue Backfilling (2005) (1)
KPC-Toolbox: best recipes toward automatization of workload fitting (2008) (1)
State of Practice of Non-self-aware Virtual Machine Management in Cloud Data Centers (2017) (1)
Efficient Management of System Idleness (2008) (1)
The Life and Death of SSDs and HDDs: Similarities, Differences, and Prediction Models (2020) (1)
Practical Reliability Analysis of GPGPUs in the Wild: From Systems to Applications (2019) (1)
PREFiguRE (2016) (1)
An aggregation-based solution method forM / G / 1-type processesGianfranco (1999) (0)
Scheduling data analytics work with performance guarantees: queuing and machine learning models in synergy (2016) (0)
Simulating COVID-19 containment measures using the South Korean patient data: poster abstract (2020) (0)
E-cient flttingof long-taileddata setsinto PH distributions ? (2002) (0)
PROST: Predicting Resource Usages with Spatial and Temporal Dependencies (2016) (0)
Session details: High Performance Distributed Systems (Best Paper Nominees) (2019) (0)
ICPE 2017 Program Chairs’ Welcome (2017) (0)
An aggregation-based method for the exact analysis of a class of GI/G/1-type processes (2003) (0)
Adaptive workload shaping for power savings on disk drives (abstracts only) (2011) (0)
Machine Learning for Reliability Analysis of Large Scale Systems (2020) (0)
Projection: An ecien t solution algorithm for a class of quasi birth-death processes (1998) (0)
Powering the Service Responsiveness of Deep Neural Networks: How Queueing Models can Help (2017) (0)
Session details: Future research directions (2007) (0)
Machine Learning Models for SSD and HDD Reliability Prediction (2022) (0)
Multi-Resource (In)dependency in Production Datacenters (2013) (0)
Workshop Reviewers (2021) (0)
QRF (2016) (0)
Smart-Suspend-and-Resume for Rarity Scheduling (2013) (0)
ETAQA-MG 1 : An EÆ ient Te hnique for the Analysis ofM / G / 1-type pro esses by Aggregation (2007) (0)
Evaluating Scalability and Performance of a Security Management Solution in Large Virtualized Environments (2018) (0)
Extended abstract submitted for presentation at PMCCS-4 Projection : An efficient solution algorithm for a class of quasi birth-death processes (1998) (0)
Epidemic Spread Modeling for COVID-19 Using Cross-fertilization of Mobility Data (2023) (0)
Session details: Special issue on the 2010 HotMetrics workshop (2011) (0)
Data-centric Reliability Management in GPUs (2021) (0)
What to expect when you are consolidating: effective prediction models of application performance on multicores (2013) (0)
NewResults on thePerformance Effects ofAutocorrelated FlowsinSystems (2007) (0)
Special Issue (2018) (0)
Reconfigurable, data-driven resource allocation in complex systems: practice and theoretical foundations (2005) (0)
Abstract only: adaptive workload shaping for power savings on disk drives (2011) (0)
GeoSpread: an Epidemic Spread Modeling Tool for COVID-19 Using Mobility Data (2022) (0)
Characterizing the COVID-19 Transmission in South Korea Using the KCDC Patient Data (2020) (0)
Internet Internet 12 1 2 3 4 DNS Proxy DNS Proxy Web Server ADNS Server ( a ) Proxy for Private ADNS Web Server Upstream ADNS Server ( b ) Proxy for Upstream ADNS (2016) (0)
EquiLoad : a load balan ing poli y for lustered web servers (2001) (0)

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