Nicholas Bambos
Richard W. Weiland Professor in the School of Engineering and Professor of Electrical Engineering
Management Science and Engineering
Web page: http://web.stanford.edu/~bambos
Bio
Nick Bambos is R. Weiland Professor in the School of Engineering at Stanford University, having a joint appointment in the Department of Electrical Engineering and the Department of Management Science & Engineering. He has been the Fortinet Founders Department Chair of the Management Science & Engineering Department (2016 – 20).
He heads the Computer Systems Performance Engineering Lab (Perf-Lab) at Stanford, comprised of doctoral students and industry visitors engaged in various research projects, and was the Director (1999 – 2005) of the Stanford Networking Research Center (a research project of about $30M). He has published over 300 peer-reviewed research publications and graduated over 40 doctoral students (including two post-doctoral ones), who have moved on to leadership positions in academia, the Silicon Valley industries and technology startups, finance and venture capital, etc.
His research interests are in architecture and high-performance engineering of computer systems and networks, as well as data analytics with an emphasis on medical and health-care analytics. His research contributions span the areas of networking and the Internet, cloud computing and data centers, multimedia streaming, computer security, digital health, etc. His methodological interests and contributions span the areas of network control, online task scheduling, routing and distributed processing, machine learning and artificial intelligence, etc.
He received his Ph.D. (1989) in Electrical Engineering & Computer Sciences from the University of California at Berkeley. Before joining Stanford in 1996, he served as assistant professor (1989 – 95) and tenured associate professor (1995 – 96) of Electrical Engineering at the University of California at Los Angeles (UCLA).
He has received several best research paper awards and has been the Cisco Systems Faculty Development Chair and the David Morgenthaler Faculty Scholar at Stanford. He has won the IBM Faculty Award, as well as the National Young Investigator Award and the Research Initiation Award from the National Science Foundation. He has been a Berkeley U.C. Regents Fellow, an E. C. Anthony Fellow, and a D. & S. Gale Fellow.
He has served on various editorial boards of research journals, scientific boards of research labs, international technical and scientific committees, and technical review panels for networking and computing technologies. He has also served on corporate technical boards, as consultant and co-founder of technology start-up companies, and as expert witness in high-profile patent litigation and other legal cases involving information technologies.
Academic Appointments
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Professor, Management Science and Engineering
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Professor, Electrical Engineering
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Member, Bio-X
Administrative Appointments
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Fortinet Founders Department Chair, Dept. of Management Science and Engineering (2016 - 2020)
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Director, Stanford Networking Research Center (1999 - 2005)
Honors & Awards
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R. Weiland Professorship in Engineering, Stanford University (2016 - present)
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Eugene L. Grant Teaching Award, Stanford University (2014)
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IBM Faculty Award, IBM Labs (2002)
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Cisco Systems Faculty Scholar, Stanford University (1999 - 2003)
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Dana Adams Griffin Award, Stanford University (1997)
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David Morgenthaler Faculty Scholar, Stanford University (1996 - 1999)
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National Young Investigator Award, National Science Foundation (1992 - 1997)
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Research Initiation Award, National Science Foundation (1990 - 1992)
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University of California Regents Fellow, University of California at Berkeley (1986 - 1988)
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Earl C. Anthony Fellow, University of California at Berkeley (1985 - 1986)
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David and Sylvia Gale Fellow, University of California at Berkeley (1984 - 1985)
Boards, Advisory Committees, Professional Organizations
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Scientific Board, German-Turkish Center in Information and Communication Technologies, Berlin, Germany (2017 - 2020)
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Scientific Board, Laboratory on Information, Networking and Communication Sciences, Paris, France (2010 - Present)
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Steering Board, Conference on Decision and Game Theory for Security - GameSec (2010 - 2017)
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Editorial Board, Wireless Networks Journal (2001 - 2007)
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Editorial Board, Computer Networks Journal (2000 - 2002)
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Editorial Board, Queueing Systems Journal (1999 - 2007)
Professional Education
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PhD, University of California at Berkeley, Electrical Engineering & Computer Sciences (1989)
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MA, University of California at Berkeley, Mathematics (1989)
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MS, University of California at Berkeley, Electrical Engineering & Computer Sciences (1987)
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Diploma, National Technical University of Athens - Greece, Electrical Engineering (1984)
Contact
Additional Info
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Profile:http://www.stanford.edu/~bambos
- ORCID:
https://orcid.org/0000-0001-9250-45532021-22 Courses
- Performance Engineering of Computer Systems & Networks
EE 384S (Spr) -
Independent Studies (7)
- Directed Reading and Research
MS&E 408 (Aut, Win, Spr, Sum) - Master's Thesis and Thesis Research
EE 300 (Aut, Win, Spr, Sum) - Special Studies and Reports in Electrical Engineering
EE 191 (Aut, Win, Spr) - Special Studies and Reports in Electrical Engineering
EE 391 (Aut, Win, Spr, Sum) - Special Studies and Reports in Electrical Engineering (WIM)
EE 191W (Aut, Win, Spr) - Special Studies or Projects in Electrical Engineering
EE 190 (Aut, Win, Spr) - Special Studies or Projects in Electrical Engineering
EE 390 (Aut, Win, Spr)
- Directed Reading and Research
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Prior Year Courses
2020-21 Courses
- Performance Engineering of Computer Systems & Networks
EE 384S (Spr) - Queueing and Scheduling in Processing Networks
MS&E 335 (Aut) - Security and Risk in Computer Networks
MS&E 332 (Win)
2019-20 Courses
2018-19 Courses
- Performance Engineering of Computer Systems & Networks
Stanford Advisees
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Doctoral Dissertation Reader (AC)
Thomas Navidi, Nian Si, Teng Zhang -
Doctoral Dissertation Advisor (AC)
Ilai Bistritz, Ariana Mann, Isha Thapa -
Doctoral (Program)
Ilai Bistritz, Kyriakos Lotidis, Emi Zeger
All Publications
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Wireless Body Area Network Control Policies for Energy-Efficient Health Monitoring
SENSORS
2021; 21 (12)
Abstract
Wireless body area networks (WBANs) have strong potential in the field of health monitoring. However, the energy consumption required for accurate monitoring determines the time between battery charges of the wearable sensors, which is a key performance factor (and can be critical in the case of implantable devices). In this paper, we study the inherent trade-off between the power consumption of the sensors and the probability of misclassifying a patient's health state. We formulate this trade-off as a dynamic problem, in which at each step, we can choose to activate a subset of sensors that provide noisy measurements of the patient's health state. We assume that the (unknown) health state follows a Markov chain, so our problem is formulated as a partially observable Markov decision problem (POMDP). We show that all the past measurements can be summarized as a belief state on the true health state of the patient, which allows tackling the POMDP problem as an MDP on the belief state. Then, we empirically study the performance of a greedy one-step look-ahead policy compared to the optimal policy obtained by solving the dynamic program. For that purpose, we use an open-source Continuous Glucose Monitoring (CGM) dataset of 232 patients over six months and extract the transition matrix and sensor accuracies from the data. We find that the greedy policy saves ≈50% of the energy costs while reducing the misclassification costs by less than 2% compared to the most accurate policy possible that always activates all sensors. Our sensitivity analysis reveals that the greedy policy remains nearly optimal across different cost parameters and a varying number of sensors. The results also have practical importance, because while the optimal policy is too complicated, a greedy one-step look-ahead policy can be easily implemented in WBAN systems.
View details for DOI 10.3390/s21124245
View details for Web of Science ID 000666452800001
View details for PubMedID 34205774
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Prediction of Prolonged Opioid Use After Surgery in Adolescents: Insights From Machine Learning.
Anesthesia and analgesia
2021
Abstract
BACKGROUND: Long-term opioid use has negative health care consequences. Patients who undergo surgery are at risk for prolonged opioid use after surgery (POUS). While risk factors have been previously identified, no methods currently exist to determine higher-risk patients. We assessed the ability of a variety of machine-learning algorithms to predict adolescents at risk of POUS and to identify factors associated with this risk.METHODS: A retrospective cohort study was conducted using a national insurance claims database of adolescents aged 12-21 years who underwent 1 of 1297 surgeries, with general anesthesia, from January 1, 2011 to December 30, 2017. Logistic regression with an L2 penalty and with a logistic regression with an L1 lasso (Lasso) penalty, random forests, gradient boosting machines, and extreme gradient boosted models were trained using patient and provider characteristics to predict POUS (≥1 opioid prescription fill within 90-180 days after surgery) risk. Predictive capabilities were assessed using the area under the receiver-operating characteristic curve (AUC)/C-statistic, mean average precision (MAP); individual decision thresholds were compared using sensitivity, specificity, Youden Index, F1 score, and number needed to evaluate. The variables most strongly associated with POUS risk were identified using permutation importance.RESULTS: Of 186,493 eligible patient surgical visits, 8410 (4.51%) had POUS. The top-performing algorithm achieved an overall AUC of 0.711 (95% confidence interval [CI], 0.699-0.723) and significantly higher AUCs for certain surgeries (eg, 0.823 for spinal fusion surgery and 0.812 for dental surgery). The variables with the strongest association with POUS were the days' supply of opioids and oral morphine milligram equivalents of opioids in the year before surgery.CONCLUSIONS: Machine-learning models to predict POUS risk among adolescents show modest to strong results for different surgeries and reveal variables associated with higher risk. These results may inform health care system-specific identification of patients at higher risk for POUS and drive development of preventative measures.
View details for DOI 10.1213/ANE.0000000000005527
View details for PubMedID 33939656
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Robust Power Management via Learning and Game Design
OPERATIONS RESEARCH
2021; 69 (1): 331–45
View details for DOI 10.1287/opre.2020.1996
View details for Web of Science ID 000615320600021
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Rates of, and Risk Factors for, Chronic Pain in Children and Young Adults Before and After Surgery
LIPPINCOTT WILLIAMS & WILKINS. 2020: 691
View details for Web of Science ID 000619264500332
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Development and Validation of a Machine Learning Algorithm for Prediction of Prolonged Opioid Use After Surgery in Adolescents and Young Adults
LIPPINCOTT WILLIAMS & WILKINS. 2020: 712–13
View details for Web of Science ID 000619264500345
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Rates of, and Risk Factors for, Substance Use Disorder in Children and Young Adults Before and After Surgery
LIPPINCOTT WILLIAMS & WILKINS. 2020: 689–90
View details for Web of Science ID 000619264500331
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Incidence of and Factors Associated With Prolonged and Persistent Postoperative Opioid Use in Children 0-18 Years of Age.
Anesthesia and analgesia
2020
Abstract
BACKGROUND: Long-term opioid use has negative health care consequences. Opioid-naive adults are at risk for prolonged and persistent opioid use after surgery. While these outcomes have been examined in some adolescent and teenage populations, little is known about the risk of prolonged and persistent postoperative opioid use after common surgeries compared to children who do not undergo surgery and factors associated with these issues among pediatric surgical patients of all ages.METHODS: Using a national administrative claims database, we identified 175,878 surgical visits by opioid-naive children aged ≤18 years who underwent ≥1 of the 20 most common surgeries from each of 4 age groups between December 31, 2002, and December 30, 2017, and who filled a perioperative opioid prescription 30 days before to 14 days after surgery. Prolonged opioid use after surgery (filling ≥1 opioid prescription 90-180 days after surgery) was compared to a reference sample of 1,354,909 nonsurgical patients randomly assigned a false "surgery" date. Multivariable logistic regression models were used to estimate the association of surgical procedures and 22 other variables of interest with prolonged opioid use and persistent postoperative opioid use (filling ≥60 days' supply of opioids 90-365 days after surgery) for each age group.RESULTS: Prolonged opioid use after surgery occurred in 0.77%, 0.76%, 1.00%, and 3.80% of surgical patients ages 0-<2, 2-<6, 6-<12, and 12-18, respectively. It was significantly more common in surgical patients than in nonsurgical patients (ages 0-<2: odds ratio [OR] = 4.6 [95% confidence interval (CI), 3.7-5.6]; ages 2-<6: OR = 2.5 [95% CI, 2.1-2.8]; ages 6-<12: OR = 2.1 [95% CI, 1.9-2.4]; and ages 12-18: OR = 1.8 [95% CI, 1.7-1.9]). In the multivariable models for ages 0-<12 years, few surgical procedures and none of the other variables of interest were associated with prolonged opioid use. In the models for ages 12-18 years, 10 surgical procedures and 5 other variables of interest were associated with prolonged opioid use. Persistent postoperative opioid use occurred in <0.1% of patients in all age groups.CONCLUSIONS: Some patient characteristics and surgeries are positively and negatively associated with prolonged opioid use in opioid-naive children of all ages, but persistent opioid use is rare. Specific pediatric subpopulations (eg, older patients with a history of mood/personality disorder or chronic pain) may be at markedly higher risk.
View details for DOI 10.1213/ANE.0000000000004823
View details for PubMedID 32332289
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ON THE CONVERGENCE OF MIRROR DESCENT BEYOND STOCHASTIC CONVEX PROGRAMMING
SIAM JOURNAL ON OPTIMIZATION
2020; 30 (1): 687–716
View details for DOI 10.1137/17M1134925
View details for Web of Science ID 000546998300026
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Distributed Scheduling of Charging for-On-Demand Electric Vehicle Fleets
ELSEVIER. 2020: 472-477
View details for DOI 10.1016/j.ifacol.2021.04.043
View details for Web of Science ID 000651644000071
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My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits
JMLR-JOURNAL MACHINE LEARNING RESEARCH. 2020
View details for Web of Science ID 000683178501003
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Incidence of and Factors Associated With Prolonged and Persistent Postoperative Opioid Use in Children 0-18 Years of Age.
Anesthesia and analgesia
2020; 131 (4): 1237–48
Abstract
Long-term opioid use has negative health care consequences. Opioid-naïve adults are at risk for prolonged and persistent opioid use after surgery. While these outcomes have been examined in some adolescent and teenage populations, little is known about the risk of prolonged and persistent postoperative opioid use after common surgeries compared to children who do not undergo surgery and factors associated with these issues among pediatric surgical patients of all ages.Using a national administrative claims database, we identified 175,878 surgical visits by opioid-naïve children aged ≤18 years who underwent ≥1 of the 20 most common surgeries from each of 4 age groups between December 31, 2002, and December 30, 2017, and who filled a perioperative opioid prescription 30 days before to 14 days after surgery. Prolonged opioid use after surgery (filling ≥1 opioid prescription 90-180 days after surgery) was compared to a reference sample of 1,354,909 nonsurgical patients randomly assigned a false "surgery" date. Multivariable logistic regression models were used to estimate the association of surgical procedures and 22 other variables of interest with prolonged opioid use and persistent postoperative opioid use (filling ≥60 days' supply of opioids 90-365 days after surgery) for each age group.Prolonged opioid use after surgery occurred in 0.77%, 0.76%, 1.00%, and 3.80% of surgical patients ages 0-<2, 2-<6, 6-<12, and 12-18, respectively. It was significantly more common in surgical patients than in nonsurgical patients (ages 0-<2: odds ratio [OR] = 4.6 [95% confidence interval (CI), 3.7-5.6]; ages 2-<6: OR = 2.5 [95% CI, 2.1-2.8]; ages 6-<12: OR = 2.1 [95% CI, 1.9-2.4]; and ages 12-18: OR = 1.8 [95% CI, 1.7-1.9]). In the multivariable models for ages 0-<12 years, few surgical procedures and none of the other variables of interest were associated with prolonged opioid use. In the models for ages 12-18 years, 10 surgical procedures and 5 other variables of interest were associated with prolonged opioid use. Persistent postoperative opioid use occurred in <0.1% of patients in all age groups.Some patient characteristics and surgeries are positively and negatively associated with prolonged opioid use in opioid-naïve children of all ages, but persistent opioid use is rare. Specific pediatric subpopulations (eg, older patients with a history of mood/personality disorder or chronic pain) may be at markedly higher risk.
View details for DOI 10.1213/ANE.0000000000004823
View details for PubMedID 32925345
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Clustering Users by Their Mobility Behavioral Patterns
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
2019; 13 (4)
View details for DOI 10.1145/3322126
View details for Web of Science ID 000496747400009
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INCIDENCE OF PERSISTENT OPIOID USE IN CHILDREN AFTER SURGERY
LIPPINCOTT WILLIAMS & WILKINS. 2019: 764–65
View details for Web of Science ID 000619263200355
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Bidding-Based Dynamic Power Pricing Scheme in Smart Grids
IEEE. 2019: 729–34
View details for Web of Science ID 000469493200136
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Learning to Emulate an Expert Projective Cone Scheduler
IEEE. 2019: 292–97
View details for Web of Science ID 000589452900048
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Asymptotically Optimal Distributed Gateway Load-Balancing for the Internet of Things
IEEE. 2019: 98–101
View details for Web of Science ID 000563460000014
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Controlling Contact Network Topology to Prevent Measles Outbreaks
IEEE. 2019
View details for Web of Science ID 000552238604113
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Anesthesiologist Surgery Assignments Using Policy Learning
IEEE. 2019
View details for Web of Science ID 000492038800103
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The Power of Consensus: Optimal Distributed Multichannel Wireless Transmitter Power Control
IEEE. 2019
View details for Web of Science ID 000492038802031
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Smart Greedy Distributed Allocation in Microgrids
IEEE. 2019
View details for Web of Science ID 000492038800065
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Learning Health State Transition Probabilities via Wireless Body Area Networks
IEEE. 2019
View details for Web of Science ID 000492038802064
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Online EXP3 Learning in Adversarial Bandits with Delayed Feedback
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2019
View details for Web of Science ID 000535866903003
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Deterministic and Stochastic Wireless Network Games: Equilibrium, Dynamics, and Price of Anarchy
OPERATIONS RESEARCH
2018; 66 (6): 1498–1516
View details for DOI 10.1287/opre.2018.1747
View details for Web of Science ID 000454514500004
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Infinite Time Horizon Maximum Causal Entropy Inverse Reinforcement Learning
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
2018; 63 (9): 2787–2802
View details for DOI 10.1109/TAC.2017.2775960
View details for Web of Science ID 000443705900003
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MYOPIC POLICIES FOR NON-PREEMPTIVE SCHEDULING OF JOBS WITH DECAYING VALUE
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES
2018; 32 (1): 1–36
View details for DOI 10.1017/S0269964816000474
View details for Web of Science ID 000422909900001
- Personalized Monitors for Real-Time Detection of Physiological States Chapter 42 in "Wearable Technologies: Concepts, Methodologies, Tools, and Applications" [Appeared before in the International Journal of e-Health and Medical Communications, 5(4):1-19, 2014] IGI Global Press. 2018: pp. 931–952
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Sensing-Constrained Power Control in Digital Health
IEEE. 2018: 4213–20
View details for Web of Science ID 000591256604048
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Physiological Waveform Imputation of Missing Data using Convolutional Autoencoders
IEEE. 2018
View details for Web of Science ID 000517603800015
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Optimal Sensing for Patient Health Monitoring
IEEE. 2018
View details for Web of Science ID 000519271305007
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Robustness of Join-the-Shortest-Queue Schecluling to Communica Ion Delay
IEEE. 2018: 3708–13
View details for Web of Science ID 000591256603127
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Automatic Sleep Arousal Identification From Physiological Waveforms Using Deep Learning
IEEE. 2018
View details for DOI 10.22489/CinC.2018.242
View details for Web of Science ID 000482598700262
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Learning in Games with Lossy Feedback
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2018
View details for Web of Science ID 000461823305017
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Power Control with Random Delays: Robust Feedback Averaging
IEEE. 2018: 7040–45
View details for Web of Science ID 000458114806073
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Optimal Health Monitoring via Wireless Body Area Networks
IEEE. 2018: 6800–6805
View details for Web of Science ID 000458114806043
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Service Rate Control of Tandem Queues With Power Constraints
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
2017; 62 (10): 5111–23
View details for DOI 10.1109/TAC.2017.2678109
View details for Web of Science ID 000412429600015
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Longest-Queue-First Scheduling with Intermittent Sampling
IEEE. 2017
View details for Web of Science ID 000426970900128
- Improving Predictions of Pediatric Surgical Durations with Supervised Learning International Journal of Data Science and Analytics 2017; 4: 35-52
- Stochastic Models of Ground Delay Program Implementation for Prediction, Simulation and Insight Journal of Aerospace Operations 2017; 5: 85-117
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Video Streaming Schemes for Industrial IoT
IEEE. 2017
View details for Web of Science ID 000463806000166
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A Practical Approach to Machine Learning for Clinical Decision Support Projects at Lucile Packard Children's Hospital Stanford in Partnership with Stanford Engineering
SPRINGER. 2017: 111–20
View details for DOI 10.1007/978-3-319-66146-9_10
View details for Web of Science ID 000476922200010
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An Infinite Dimensional Model for A Many Server Priority Queue
IEEE. 2017
View details for Web of Science ID 000404163300003
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Wireless Channel Selection with Non-Invasive Power Probing
IEEE. 2017
View details for Web of Science ID 000405194500029
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Stochastic Mirror Descent in Variationally Coherent Optimization Problems
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2017
View details for Web of Science ID 000452649407013
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Countering Feedback Delays in Multi-Agent Learning
NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2017
View details for Web of Science ID 000452649406024
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Asynchronous Best-Response Dynamics for Resource Allocation Games in Cloud Computing
IEEE. 2017: 4613–18
View details for Web of Science ID 000427033304110
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Market-Based Dynamic Service Mode Switching in Virtualized Wireless Networks
IEEE. 2017
View details for Web of Science ID 000426970900032
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Stable Power Control in Wireless Networks via Dual Averaging
IEEE. 2017
View details for Web of Science ID 000428054303078
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Mirror Descent Learning in Continuous Games
IEEE. 2017
View details for Web of Science ID 000424696905090
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An Infinite Dimensional Model for A Single Server Priority Queue
IEEE. 2017: 1753–58
View details for Web of Science ID 000427033301130
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Join-the-Shortest-Queue Scheduling with Delay
IEEE. 2017: 1747–52
View details for Web of Science ID 000427033301129
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Classical Communication Network Design via Quantum Heuristics
IEEE. 2017
View details for Web of Science ID 000424696903134
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Power control for packet streaming with head-of-line deadlines
PERFORMANCE EVALUATION
2016; 106: 1-18
View details for DOI 10.1016/j.peva.2016.10.003
View details for Web of Science ID 000390729900001
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Power Optimization in Random Wireless Networks
IEEE TRANSACTIONS ON INFORMATION THEORY
2016; 62 (9): 5030-5058
View details for DOI 10.1109/TIT.2016.2594183
View details for Web of Science ID 000382442300018
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Adaptive Prefetching in Wireless Computing
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2016; 15 (5): 3296-3310
View details for DOI 10.1109/TWC.2016.2519882
View details for Web of Science ID 000378504100015
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Maximum weight matching with hysteresis in overloaded queues with setups
QUEUEING SYSTEMS
2016; 82 (3-4): 315-351
View details for DOI 10.1007/s11134-015-9468-4
View details for Web of Science ID 000372271800003
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Dynamic Control of Data Center Network and Computation Resources
IEEE. 2016: 374–80
View details for Web of Science ID 000402039800067
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Detecting Inaccurate Predictions of Pediatric Surgical Durations
IEEE. 2016: 452–57
View details for DOI 10.1109/DSAA.2016.56
View details for Web of Science ID 000391583800047
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A Stochastic Stability Characterization of the Foschini-Miljanic Algorithm in Random Wireless Networks
IEEE. 2016
View details for Web of Science ID 000401963300068
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Dynamics on Linear Influence Network Games Under Stochastic Environments
SPRINGER INT PUBLISHING AG. 2016: 114–26
View details for DOI 10.1007/978-3-319-47413-7_7
View details for Web of Science ID 000389821200007
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Data Aggregation for Low Power Wireless Devices
IEEE. 2016: 97–102
View details for Web of Science ID 000391433600017
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Wireless Power Controlled TCP with Holdover
IEEE. 2016
View details for Web of Science ID 000390993204046
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Infinite Server Queueing Networks with Deadline Based Routing
IEEE. 2016: 5360–66
View details for Web of Science ID 000400048105090
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Repeated Games for Power Control in Wireless Communications: Equilibrium and Regret
IEEE. 2016: 3603–10
View details for Web of Science ID 000400048103124
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Reliable and Efficient Performance Monitoring in Linux
IEEE. 2016: 396–406
View details for Web of Science ID 000405376800036
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Cost-Sensitive Security Risk Management for Large-Scale Computing Infrastructures
IEEE. 2016: 115–19
View details for Web of Science ID 000402039800022
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Reliable and Efficient Performance Monitoring in Linux
IEEE. 2016: 407–8
View details for Web of Science ID 000405376800037
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Cone Schedules for Processing Systems in Fluctuating Environments
IEEE TRANSACTIONS ON AUTOMATIC CONTROL
2015; 60 (10): 2710-2715
View details for DOI 10.1109/TAC.2015.2398881
View details for Web of Science ID 000367284100013
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Ground Delay Program Analytics with Behavioral Cloning and Inverse Reinforcement Learning
JOURNAL OF AEROSPACE INFORMATION SYSTEMS
2015; 12 (3): 299-313
View details for DOI 10.2514/1.I010304
View details for Web of Science ID 000352785300001
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Dynamic Management of Network Risk from Epidemic Phenomena
IEEE. 2015: 1583–88
View details for Web of Science ID 000381554501121
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Scalable Data Center Power Management via a Global Stress Signal
IEEE. 2015
View details for DOI 10.1109/GLOCOM.2015.7417302
View details for Web of Science ID 000382389302040
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Service Rate Control For Jobs with Decaying Value
IEEE. 2015: 3255–60
View details for Web of Science ID 000370259203057
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Channel Responsive Wireless TCP
IEEE. 2015: 3622–27
View details for Web of Science ID 000371708103139
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Wireless Communications Games in Fixed and Random Environments
IEEE. 2015: 1637–42
View details for Web of Science ID 000381554501130
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Target-Rate Driven Resource Sharing in Queueing Systems
IEEE. 2015: 4940–45
View details for Web of Science ID 000381554505022
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A General Model for Resource Allocation in Utility Computing
IEEE. 2015: 1746–51
View details for Web of Science ID 000370259201135
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Low Latency Policy Iteration via Parallel Processing and Randomization
IEEE. 2015: 1084–91
View details for Web of Science ID 000381554501041
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Air Traffic Control Area Configuration Advisories from Near-Optimal Distinct Paths
JOURNAL OF AEROSPACE INFORMATION SYSTEMS
2014; 11 (11): 764-784
View details for DOI 10.2514/1.I010219
View details for Web of Science ID 000348671100002
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BEST-AP: Non-intrusive estimation of available bandwidth and its application for dynamic access point selection
COMPUTER COMMUNICATIONS
2014; 39: 78-91
View details for DOI 10.1016/j.comcom.2013.11.006
View details for Web of Science ID 000331504400009
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Randomized Iterations for Low Latency Fixed Point Computation
IEEE. 2014: 5208–15
View details for Web of Science ID 000370073805061
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Infinite Time Horizon Maximum Causal Entropy Inverse Reinforcement Learning
IEEE. 2014: 4911–16
View details for Web of Science ID 000370073805014
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Personalized Monitors for Real-Time Detection of Physiological States
INTERNATIONAL JOURNAL OF E-HEALTH AND MEDICAL COMMUNICATIONS
2014; 5 (4): 1–19
View details for DOI 10.4018/ijehmc.2014100101
View details for Web of Science ID 000438731600002
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Power-Controlled Multiple Access with a Queue-Dependent Backoff Threshold
IEEE. 2014: 4738–44
View details for Web of Science ID 000369900404155
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Channel Exploration for Wireless Media Streaming with Handoff and Rebuffering Control
IEEE. 2014: 2282–88
View details for Web of Science ID 000366666802071
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Dynamic Resource Management in Virtualized Data Centers with Bursty Traffic
IEEE. 2014: 4287–93
View details for Web of Science ID 000366666804075
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Distributed Smart Grid Architecture for Delay and Price Sensitive Power Management
IEEE. 2014: 3670–75
View details for Web of Science ID 000366666803137
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Power Control for Wireless Streaming with HOL Packet Deadlines
IEEE. 2014: 2263–69
View details for Web of Science ID 000366666802068
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Resource Management in Cloud Computing with Frictions and Congestion Weather
IEEE. 2014: 2344–50
View details for Web of Science ID 000380919400099
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Network-Assisted Mobile Computing with Optimal Uplink Query Processing
IEEE TRANSACTIONS ON MOBILE COMPUTING
2013; 12 (6): 1065-1078
View details for DOI 10.1109/TMC.2012.79
View details for Web of Science ID 000319409900003
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A software-defined networking approach for handover management with real-time video in WLANs
JOURNAL OF MODERN TRANSPORTATION
2013; 21 (1): 58–65
View details for DOI 10.1007/s40534-013-0007-x
View details for Web of Science ID 000216883400007
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Power Optimization on a Random Wireless Network
IEEE International Symposium on Information Theory Proceedings (ISIT)
IEEE. 2013: 844–848
View details for Web of Science ID 000348913400170
-
Channel Aware Rebuffering for Wireless Media Streaming with Handoff Control
IEEE. 2013: 4434–39
View details for Web of Science ID 000357299604089
-
Congestion versus Accuracy Tradeoffs in IP Traffic Classification
IEEE. 2013: 1428–33
View details for Web of Science ID 000357299601083
-
Playout Buffer Responsive Wireless Streaming for Multiple Clients
IEEE. 2013: 2276–81
View details for Web of Science ID 000357299602059
-
Delay-Sensitive Power Management for Packet Switches
IEEE International Conference on Communications (ICC)
IEEE. 2013: 4443–4448
View details for Web of Science ID 000349673804081
-
Resource Allocation and Scheduling for Energy Efficient Tracking
IEEE International Conference on Communications (ICC)
IEEE. 2013: 1532–1537
View details for Web of Science ID 000349673800025
-
Latency and Energy in Quality-Driven Applications for Networked Wireless Devices
IEEE International Conference on Communications (ICC)
IEEE. 2013: 6019–6024
View details for Web of Science ID 000349673806114
-
Deadline Aware Packet Scheduling in Switches for Multimedia Streaming Applications
IEEE International Conference on Communications (ICC)
IEEE. 2013: 3797–3802
View details for Web of Science ID 000349673803091
-
Power and Delay Aware Management of Packet Switches
IEEE TRANSACTIONS ON COMPUTERS
2012; 61 (12): 1789-1799
View details for DOI 10.1109/TC.2011.191
View details for Web of Science ID 000310385000011
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Optimizing Intensive Care Unit Discharge Decisions with Patient Readmissions
OPERATIONS RESEARCH
2012; 60 (6): 1323-1341
View details for DOI 10.1287/opre.1120.1105
View details for Web of Science ID 000312468800003
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Nonlinear Cooperative Dynamics in Distributed Power Control for Wireless Networks
IEEE International Conference on Communications (ICC)
IEEE. 2012
View details for Web of Science ID 000312855705067
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Approximating the Likelihood of Historical Airline Actions to Evaluate Airline Delay Cost Functions
51st IEEE Annual Conference on Decision and Control (CDC)
IEEE. 2012: 508–513
View details for Web of Science ID 000327200400084
-
Resource Constrained Failure Management in Networked Computing Systems
IEEE Global Communications Conference (GLOBECOM)
IEEE. 2012
View details for Web of Science ID 000322375102040
-
Playout-Buffer Aware Hand-Off Control for Wireless Video Streaming
IEEE Global Communications Conference (GLOBECOM)
IEEE. 2012: 5237–5242
View details for Web of Science ID 000322375105101
-
Power Optimization on a Network: The effects of randomness
IEEE International Symposium on Information Theory
IEEE. 2012: 606–610
View details for Web of Science ID 000312544300124
-
Power Budgeted Packet Scheduling for Wireless Multimedia
IEEE International Conference on Communications (ICC)
IEEE. 2012: 2108–2113
View details for Web of Science ID 000312855702084
-
Distributed Delay-Power Control Algorithms for Bandwidth Sharing in Wireless Networks
IEEE-ACM TRANSACTIONS ON NETWORKING
2011; 19 (5): 1458-1471
View details for DOI 10.1109/TNET.2011.2163079
View details for Web of Science ID 000296014000017
-
An Integrated Approach to Security Risk Management for IT-Intensive Organizations
JOURNAL OF INFORMATION ASSURANCE AND SECURITY
2011; 6 (2): 115–23
View details for Web of Science ID 000420295000005
-
Game based capacity allocation for utility computing environments
International Conference on Game Theory for Networks
SPRINGER. 2011: 165–81
View details for DOI 10.1007/s11235-010-9309-z
View details for Web of Science ID 000290029300013
-
Coordinated Tactical Air Traffic and Airspace Management
50th IEEE Conference of Decision and Control (CDC)/European Control Conference (ECC)
IEEE. 2011: 5287–5292
View details for Web of Science ID 000303506205147
- Optimal State Estimation under Observation Budget Constraints Int. Journal on Advances in Intelligent Systems. 2011; 4 (3-4): 57-67
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Security Risk Management via Dynamic Games with Learning
IEEE International Conference on Communications (ICC)
IEEE. 2011
View details for Web of Science ID 000296057105042
-
Security Risk Management in Computing Systems with Constraints on Service Disruption
20th International Conference on Computer Communications and Networks (ICCCN)
IEEE. 2011
View details for Web of Science ID 000299260700073
-
A characterization of max-min SIR-balanced power allocation with applications
WIRELESS NETWORKS
2010; 16 (8): 2335-2347
View details for DOI 10.1007/s11276-010-0261-3
View details for Web of Science ID 000283584100016
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Adaptive data-aware utility-based scheduling in resource-constrained systems
JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
2010; 70 (9): 871-879
View details for DOI 10.1016/j.jpdc.2009.08.006
View details for Web of Science ID 000280894500001
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Channel, Deadline, and Distortion (CD2) Aware Scheduling for Video Streams over Wireless
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2010; 9 (3): 1001-1011
View details for DOI 10.1109/TWC.2010.03.070120
View details for Web of Science ID 000277146000023
-
Hybrid Power Control Algorithms for Streaming and Data Traffic in Wireless Networks
2010 IEEE International Conference on Communications
IEEE. 2010
View details for Web of Science ID 000290335601132
-
Optimal State Surveillance under Budget Constraints
IARIA XPS PRESS. 2010: 68–73
View details for Web of Science ID 000394211500012
-
ADMISSION CONTROL FOR AUTONOMOUS WIRELESS LINKS WITH POWER CONSTRAINTS
IEEE. 2010: 3138–41
View details for DOI 10.1109/ICASSP.2010.5496078
View details for Web of Science ID 000287096003021
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"Locking" Dynamics and Mitigation Schemes in Distributed Power Control for Wireless Networks
IEEE Global Telecommunications Conference (GLOBECOM 2010)
IEEE. 2010
View details for Web of Science ID 000287977403007
-
Dynamic Control and Mitigation of Interdependent IT Security Risks
2010 IEEE International Conference on Communications
IEEE. 2010
View details for Web of Science ID 000290335601030
-
Joint Task Migration and Power Management in Wireless Computing
IEEE TRANSACTIONS ON MOBILE COMPUTING
2009; 8 (9): 1189-1204
View details for DOI 10.1109/TMC.2009.34
View details for Web of Science ID 000267938800004
-
Scheduling Algorithms for Broadcasting Media with Multiple Distortion Measures
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2009; 8 (8): 4188-4199
View details for DOI 10.1109/TWC.2009.080826
View details for Web of Science ID 000268934200037
-
Projective Cone, Scheduling (PCS) Algorithms for Packet Switches of Maximal Throughput
IEEE-ACM TRANSACTIONS ON NETWORKING
2009; 17 (3): 976-989
View details for DOI 10.1109/TNET.2008.2002557
View details for Web of Science ID 000267379400023
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Cost and Target-Based Scheduling for Switch Power Control
IEEE International Conference on Communications (ICC 2009)
IEEE. 2009: 1103–1108
View details for Web of Science ID 000280922200205
-
Dynamic resource modeling for heterogeneous wireless networks
IEEE International Conference on Communications (ICC 2009)
IEEE. 2009: 5086–5091
View details for Web of Science ID 000280922202190
-
Game Theoretic Rate Control for Mobile Devices
International Conference on Game Theory for Networks
IEEE. 2009: 646–652
View details for Web of Science ID 000274558900080
-
Backlog Aware Scheduling for Ingress Memories in High-Radix, Single-Stage Switches
IEEE Global Telecommunications Conference (GLOBECOM 09)
IEEE. 2009: 6031–6035
View details for Web of Science ID 000280579102175
-
A Characterization of Max-Min SIR-Balanced Power Allocation with Applications
IEEE International Symposium on Information Theory (ISIT 2009)
IEEE. 2009: 2747–2751
View details for Web of Science ID 000280141401266
-
Content-aware playout and packet scheduling for video streaming over wireless links
IEEE TRANSACTIONS ON MULTIMEDIA
2008; 10 (5): 885-895
View details for DOI 10.1109/TMM.2008.922860
View details for Web of Science ID 000258223800019
-
Joint transmitter power control and mobile cache management in wireless computing
IEEE TRANSACTIONS ON MOBILE COMPUTING
2008; 7 (4): 498-512
View details for DOI 10.1109/TMC.2007.70755
View details for Web of Science ID 000253155100011
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Transmission power and duration-aware playout control for packetized media streaming over wireless links
WIRELESS COMMUNICATIONS & MOBILE COMPUTING
2008; 8 (3): 309-326
View details for DOI 10.1002/wcm.579
View details for Web of Science ID 000254350100004
-
Wireless video broadcasting to diverse users
IEEE International Conference on Communications (ICC 2008)
IEEE. 2008: 377–382
View details for Web of Science ID 000259505000069
-
Security decision-making among interdependent organizations
21st IEEE-Computer-Security-Foundation Conference
IEEE COMPUTER SOC. 2008: 66–80
View details for DOI 10.1109/CSF.2008.25
View details for Web of Science ID 000259292200005
-
Admission Control for Power-Controlled Wireless Networks under General Interference Functions
42nd Asilomar Conference on Signals, Systems and Computers
IEEE. 2008: 900–904
View details for Web of Science ID 000274551000171
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Target-Based Power Control for Queueing Systems with Applications to Packet Switches
IEEE Global Telecommunications Conference (GLOBECOM 08)
IEEE. 2008
View details for DOI 10.1109/GLOCOM.2008.ECP.309
View details for Web of Science ID 000287978001130
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Security investment games of interdependent organizations
46th Annual Allerton Conference on Communication, Control and Computing
IEEE. 2008: 252–260
View details for Web of Science ID 000268229600038
-
Backlog aware scheduling for large buffered crossbar switches
IEEE International Conference on Communications (ICC 2008)
IEEE. 2008: 59–64
View details for Web of Science ID 000259505000011
-
Network-Assisted Wireless Computing
19th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications
IEEE. 2008: 1458–1462
View details for Web of Science ID 000282721800282
-
Power management of packet switches via differentiated delay targets
IEEE International Conference on Communications (ICC 2008)
IEEE. 2008: 354–359
View details for Web of Science ID 000259505000065
-
Downlink wireless packet scheduling with deadlines
IEEE TRANSACTIONS ON MOBILE COMPUTING
2007; 6 (12): 1410-1425
View details for DOI 10.1109/TMC.2007.1055
View details for Web of Science ID 000250147400009
-
TCP performance dynamics and link-layer adaptation based optimization methods for wireless networks
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
2007; 6 (5): 1864-1879
View details for DOI 10.1109/TWC.2007.05678
View details for Web of Science ID 000246488300038
-
Wireless packet scheduling with soft deadlines
IEEE International Conference on Communications (ICC 2007)
IEEE. 2007: 5677–5682
View details for Web of Science ID 000257882504001
-
SecureRank: A risk-based vulnerability management scheme for computing infrastructures
IEEE International Conference on Communications (ICC 2007)
IEEE. 2007: 1455–1460
View details for Web of Science ID 000257882501005
-
Power aware management of packet switches
15th Annual IEEE Symposium on High-Performance Interconnects
IEEE COMPUTER SOC. 2007: 47–53
View details for DOI 10.1109/HOTI.2007.3
View details for Web of Science ID 000249603400005
-
Power managed packet switching
IEEE International Conference on Communications (ICC 2007)
IEEE. 2007: 357–362
View details for Web of Science ID 000257882500057
-
Performance Tradeoffs in Mobile Computing: To Fetch Or Not To Fetch?
5th ACM International Workshop on Mobility Management and Wireless Access (MobiWac 2007)
ASSOC COMPUTING MACHINERY. 2007: 99–106
View details for Web of Science ID 000265786300013
-
Buffer management for wireless media streaming
IEEE Global Telecommunications Conference (GLOBECOM 07)
IEEE. 2007: 5226–5230
View details for Web of Science ID 000257505704218
-
Target-driven and incentive-aligned power control for wireless networks
IEEE Global Telecommunications Conference (GLOBECOM 07)
IEEE. 2007: 4467–4472
View details for Web of Science ID 000257505704076
-
Backlog aware low complexity schedulers for input queued packet switches
15th Annual IEEE Symposium on High-Performance Interconnects
IEEE COMPUTER SOC. 2007: 39–46
View details for DOI 10.1109/HOTI.2007.4
View details for Web of Science ID 000249603400004
-
Optimal scheduling of media packets with multiple distortion measures
IEEE International Conference on Multimedia and Expo (ICME 2007)
IEEE. 2007: 955–958
View details for Web of Science ID 000252357702014
-
Joint power-playout control for media streaming over wireless links
IEEE TRANSACTIONS ON MULTIMEDIA
2006; 8 (4): 830-843
View details for DOI 10.1109/TMM.2006.876236
View details for Web of Science ID 000239420300016
-
Optimal processor allocation to differentiated job flows
PERFORMANCE EVALUATION
2006; 63 (1): 1-14
View details for DOI 10.1016/j.peva..2004.11.001
View details for Web of Science ID 000233143800001
- Geometry of Packet Switching: Maximal Throughput Cone Scheduling Algorithms, High-Performance Packet Switching Architectures (Editors: I. Elhanany, M. Hamdi), Chapter 4, Aug. 2006 Springer 2007. 2006: pp. 81–99
- Adaptive Batch Scheduling for Packet Switching with Delays, High-Performance Packet Switching Architectures (Editors: I. Elhanany, M. Hamdi), Chapter 3, Aug. 2006 Springer 2007. 2006: pp. 65–79
-
Patching Rate Management For Controlled Service-Disruption In Data Centers
IEEE Global Telecommunications Conference (GLOBECOM 06)
IEEE. 2006
View details for Web of Science ID 000288765601125
-
Low-Jitter Scheduling Algorithms for Deadline-Aware Packet Switches
IEEE Global Telecommunications Conference (GLOBECOM 06)
IEEE. 2006
View details for Web of Science ID 000288765600005
-
Power-managed block level file decryption in wireless network computing
4th International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks
IEEE. 2006: 308–316
View details for Web of Science ID 000241576500038
-
Cross-layer multi-hop wireless routing for inter-vehicle communication
2nd International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities
IEEE. 2006: 43–52
View details for Web of Science ID 000241656300007
-
Job scheduling for maximal throughput in autonomic computing systems
1st International Workshop on Self-Organizing Systems (IWSOS 2006)
SPRINGER-VERLAG BERLIN. 2006: 105–119
View details for Web of Science ID 000241431300010
-
Joint Power Allocation and Scheduling for Deadline Constrained Wireless Traffic
IEEE Global Telecommunications Conference (GLOBECOM 06)
IEEE. 2006
View details for Web of Science ID 000288765604090
-
Receiver-based optimization for video delivery over wireless links
IEEE International Conference on Multimedia and Expo (ICME 2006)
IEEE. 2006: 861–864
View details for Web of Science ID 000245384801106
-
Power Control and QoS Trade-offs for Real-Time Wireless Traffic
IEEE Wireless Communications and Networking Conference
IEEE. 2006: 1148–1153
View details for Web of Science ID 000286659000192
-
Capacity Maximizing Packet Scheduling Algorithms for Interconnection Networks with Finite Buffers
IEEE Global Telecommunications Conference (GLOBECOM 06)
IEEE. 2006
View details for Web of Science ID 000288765600002
-
Downlink Scheduling of Heterogeneous Traffic
IEEE International Conference on Communications (ICC 2006)
IEEE. 2006: 5252–5257
View details for Web of Science ID 000287032705065
-
Optimal power, throughput and routing for wireless link arrays
IEEE INFOCOM 2006 Conference/25th IEEE International Conference on Computer Communications
IEEE. 2006: 1374–1385
View details for Web of Science ID 000259418000116
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A fuzzy reinforcement learning approach to control in wireless transmitters
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS
2005; 35 (4): 768-778
Abstract
We address the issue of power-controlled shared channel access in wireless networks supporting packetized data traffic. We formulate this problem using the dynamic programming framework and present a new distributed fuzzy reinforcement learning algorithm (ACFRL-2) capable of adequately solving a class of problems to which the power control problem belongs. Our experimental results show that the algorithm converges almost deterministically to a neighborhood of optimal parameter values, as opposed to a very noisy stochastic convergence of earlier algorithms. The main tradeoff facing a transmitter is to balance its current power level with future backlog in the presence of stochastically changing interference. Simulation experiments demonstrate that the ACFRL-2 algorithm achieves significant performance gains over the standard power control approach used in CDMA2000. Such a large improvement is explained by the fact that ACFRL-2 allows transmitters to learn implicit coordination policies, which back off under stressful channel conditions as opposed to engaging in escalating "power wars."
View details for DOI 10.1109/TSMCB.2005.846001
View details for Web of Science ID 000230569000010
View details for PubMedID 16128459
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Queueing networks of random link topology: Stationary dynamics of maximal throughput schedules
QUEUEING SYSTEMS
2005; 50 (1): 5-52
View details for DOI 10.1007/s11134-005-0858-x
View details for Web of Science ID 000229628100001
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Autonomic power management schemes for Internet servers and data centers
IEEE Global Telecommunications Conference (GLOBECOM 05)
IEEE. 2005: 943–947
View details for Web of Science ID 000234989601059
- Transmitter Power Control in Wireless Networking: Basic Principles and Core Algorithms Signal Processing for Mobile Communications Handbook (Editor: M. Ibnkahla), Chapter 23 CRC Press. 2005: 21 pages
- Transmitter Power Control in Wireless Computing Mobile Computing Handbook (Editors: M. Ilyas, I. Mahgoub), Chapter 34 CRC Press. 2005: 32 pages
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Energy-Efficient Communication in Battery-Constrained Portable Devices
2nd International Conference on Broadband Networks (BroadNets 05)
IEEE. 2005: 441-?
View details for Web of Science ID 000289904800113
-
On the singular behavior of a queueing system with random connectivity
44th IEEE Conference on Decision Control/European Control Conference (CCD-ECC)
IEEE. 2005: 5348–5353
View details for Web of Science ID 000240653705023
-
Short paper: Dynamic risk mitigation for 'self-defending' network security
1st International Conference on Security and Privacy for Emerging Areas in Communication Networks
IEEE COMPUTER SOC. 2005: 421–423
View details for Web of Science ID 000232877600050
-
On the fairness delay trade-off in wireless packet scheduling
IEEE Global Telecommunications Conference (GLOBECOM 05)
IEEE. 2005: 2544–2548
View details for Web of Science ID 000234989604020
-
Packet scheduling across networks of switches
4th International Conference on Networking (ICN 2005)
SPRINGER-VERLAG BERLIN. 2005: 849–856
View details for Web of Science ID 000229070600100
-
Dynamic quality of service control in packet switch scheduling
IEEE International Conference on Communications (ICC 2005)
IEEE. 2005: 396–401
View details for Web of Science ID 000231726400073
-
Channel state awareness based transmission power adaptation for efficient TCP dynamics in wireless networks
IEEE International Conference on Communications (ICC 2005)
IEEE. 2005: 3553–3559
View details for Web of Science ID 000231726404127
-
Empirical observations on wireless LAN performance in vehicular traffic scenarios and link connectivity based enhancements for multihop routing
IEEE Wireless Communications and Networking Conference
IEEE. 2005: 1676–1682
View details for Web of Science ID 000230926802066
-
Deadline constrained packet scheduling for wireless networks
62nd IEEE Vehicular Technology Conference
IEEE. 2005: 196–200
View details for Web of Science ID 000235046900041
-
Transmission power and playout control for packetized audio streaming over wireless links
International Conference on Wireless Networks, Communications and Mobile Computing
IEEE. 2005: 55–62
View details for Web of Science ID 000234110600010
-
Queueing and scheduling in random environments
ADVANCES IN APPLIED PROBABILITY
2004; 36 (1): 293-317
View details for Web of Science ID 000220201700014
-
Distributed power and admission control for time varying wireless networks
IEEE Global Telecommunications Conference (GLOBECOM 04)
IEEE. 2004: 768–774
View details for Web of Science ID 000226689900147
-
Optimizing quality of service in packet switch scheduling
IEEE International Conference on Communications (ICC 2004)
IEEE. 2004: 1986–1990
View details for Web of Science ID 000223459600388
-
Power controlled wireless links for video streaming applications
60th IEEE Vehicular Technology Conference
IEEE. 2004: 2577–2581
View details for Web of Science ID 000227931903059
-
Proposal and demonstration of link connectivity assessment based enhancements to routing in mobile ad-hoc networks
58th IEEE Vehicular Technology Conference (VTC 2003)
IEEE. 2004: 2834–2838
View details for Web of Science ID 000221662300574
-
Power-controlled wireless links for media streaming applications
3rd Wireless Telecommunications Symposium (WTS)
IEEE. 2004: 102–111
View details for Web of Science ID 000222670100015
-
Distributed power and admission control for time-varying wireless networks
IEEE International Symposium on Information Theory
IEEE. 2004: 351–351
View details for Web of Science ID 000223202600351
-
A service risk-management approach to capacity protection in optical networks
13th IEEE Workshop on Local and Metropolitan Area Networks (LANMAN 2004)
IEEE. 2004: 69–74
View details for Web of Science ID 000222879000014
-
Integrated power control for circuit & packet switched traffic in wireless networks
58th IEEE Vehicular Technology Conference (VTC 2003)
IEEE. 2004: 2604–2609
View details for Web of Science ID 000221662300527
-
Local search scheduling algorithms for maximal throughput in packet switches
23rd Annual Joint Conference of the IEEE Computer and Communications Societies
IEEE. 2004: 1158–1169
View details for Web of Science ID 000223848100108
-
Efficient data prefetching for power-controlled wireless packet networks
1st Annual International Conference on Mobile and Ubiquitous Systems (MOBIQUITOUS 2004)
IEEE COMPUTER SOC. 2004: 64–73
View details for Web of Science ID 000223908900007
-
Mobile to base task migration in wireless computing
2nd IEEE Annual Conference on Pervasive Computing and Communications
IEEE COMPUTER SOC. 2004: 187–196
View details for Web of Science ID 000189464500018
-
Power-controlled media streaming in the interference-limited wireless networks
1st International Conference on Broadband Networks
IEEE COMPUTER SOC. 2004: 560–568
View details for Web of Science ID 000225238300060
-
Power control for TCP adaptation to high-mobility broadband systems
60th IEEE Vehicular Technology Conference
IEEE. 2004: 3501–3505
View details for Web of Science ID 000227931904092
-
Scheduling bursts in time-domain wavelength interleaved networks
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
2003; 21 (9): 1441-1451
View details for DOI 10.1109/JSAC.2003.818230
View details for Web of Science ID 000186359300007
-
Queueing dynamics and maximal throughput scheduling in switched processing systems
QUEUEING SYSTEMS
2003; 44 (3): 209-252
View details for Web of Science ID 000184124200001
-
On stability of queueing networks with job deadlines
JOURNAL OF APPLIED PROBABILITY
2003; 40 (2): 293-304
View details for Web of Science ID 000183496000002
-
Autonomic admission control for networked information servers
6th INFORMS Telecommunications Conference
KLUWER ACADEMIC PUBLISHERS. 2003: 227–244
View details for Web of Science ID 000181293700012
-
Power-controlled packet relays in wireless data networks
IEEE Global Telecommunications Conference (GLOBECOM 03)
IEEE. 2003: 464–469
View details for Web of Science ID 000189451400091
-
Dynamic scheduling of optical data bursts in time-domain wavelength interleaved networks
11th Symposium on High Performance Interconnects
IEEE COMPUTER SOC. 2003: 108–113
View details for Web of Science ID 000185645100016
-
Local/remote task execution in network computing
4th International Conference on Internet Computing (IC 03)
C S R E A PRESS. 2003: 842–848
View details for Web of Science ID 000187206600141
-
Power-controlled multiple access schemes for next-generation wireless packet networks
IEEE WIRELESS COMMUNICATIONS
2002; 9 (3): 58-64
View details for Web of Science ID 000176385300009
-
Optimal control of parallel queues with batch service
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES
2002; 16 (3): 289-307
View details for Web of Science ID 000177330600002
-
Power-efficient MAC scheme using channel probing in multirate wireless ad hoc networks
56th IEEE Vehicular Technology Conference
IEEE. 2002: 2380–2384
View details for Web of Science ID 000179406100488
-
Adaptive learning scheme for power control in wireless transmitters
56th IEEE Vehicular Technology Conference
IEEE. 2002: 2390–2394
View details for Web of Science ID 000179406100490
-
Power-controlled data prefetching/caching in wireless packet networks
21st Annual Joint Conference of the IEEE-Computer-and-Communications-Societies
IEEE. 2002: 1405–1414
View details for Web of Science ID 000178147300148
-
Wireless LAN performance under varied stress conditions in vehicular traffic scenarios
56th IEEE Vehicular Technology Conference
IEEE. 2002: 743–747
View details for Web of Science ID 000179406100153
-
On parallel queuing with random server connectivity and routing constraints
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES
2002; 16 (2): 185-203
View details for Web of Science ID 000174869200004
-
Dynamic on-line task scheduling on parallel processors
Symposium on Advanced Performance Modeling
ELSEVIER SCIENCE BV. 2001: 219–33
View details for Web of Science ID 000170845000010
-
Globally constrained power control across multiple channels in wireless data networks
IEEE International Workshop on Mobile Multimedia Communication (MOMUC 99)
SPRINGER. 2001: 427–34
View details for Web of Science ID 000172694900004
-
Power control for multirate wireless networks with groupwise serial multiuser detection
IEEE Global Telecommunications Conference (GLOBECOM 01)
IEEE. 2001: 3201–3205
View details for Web of Science ID 000178714800616
-
Multimodal Dynamic Multiple Access (MDMA) in wireless packet networks
20th Annual Joint Conference of the IEEE-Computer-Society/IEEE-Communication-Society
IEEE. 2001: 199–208
View details for Web of Science ID 000172440900022
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Channel access algorithms with active link protection for wireless communication networks with power control
IEEE-ACM TRANSACTIONS ON NETWORKING
2000; 8 (5): 583-597
View details for Web of Science ID 000089953900004
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The synchronization of Poisson processes and queueing networks with service and synchronization nodes
ADVANCES IN APPLIED PROBABILITY
2000; 32 (3): 824-843
View details for Web of Science ID 000165116500014
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Power-induced time division on asynchronous channels
WIRELESS NETWORKS
1999; 5 (2): 71-80
View details for Web of Science ID 000079584400002
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Toward power-sensitive network architectures in wireless communications: Concepts, issues, and design aspects
IEEE PERSONAL COMMUNICATIONS
1998; 5 (3): 50-59
View details for Web of Science ID 000074420700007
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Mobile power management for wireless communication networks
WIRELESS NETWORKS
1997; 3 (1): 3-14
View details for Web of Science ID 000208155500002
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On a singular feature of critical G/M/1 queues
SYSTEMS & CONTROL LETTERS
1996; 28 (5): 239-245
View details for Web of Science ID A1996VN45600001
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The Supercomputer Supernet testbed: A WDM-based supercomputer interconnect
JOURNAL OF LIGHTWAVE TECHNOLOGY
1996; 14 (6): 1388–99
View details for DOI 10.1109/50.511669
View details for Web of Science ID A1996UT34600046
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Adaptive mobile multimedia networks
IEEE PERSONAL COMMUNICATIONS
1996; 3 (2): 34–51
View details for DOI 10.1109/98.490751
View details for Web of Science ID A1996UF69300003
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Optimal server allocation to parallel queues with finite-capacity buffers
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES
1996; 10 (2): 279–85
View details for DOI 10.1017/S0269964800004332
View details for Web of Science ID A1996VT04500010
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The Supercomputer Supernet (SSN): A high-speed electro-optic campus and metropolitan network
SPIE - INT SOC OPTICAL ENGINEERING. 1996: 22–33
View details for DOI 10.1117/12.235857
View details for Web of Science ID A1996BF31L00003
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Convergence of departures in tandem networks of center dot/GI/infinity queues
PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES
1996; 10 (4): 487-500
View details for Web of Science ID A1996VT04700002
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The Supercomputer Supernet: A Scalable Distributed Terabit Network.
Journal of High Speed Networks.
1995; 4 (4): 407-424
View details for DOI 10.3233/JHS-1995-4406
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Asymptotic optimality of statistical multiplexing in pipelined processing
QUEUEING SYSTEMS
1995; 21 (1-2): 97–123
View details for DOI 10.1007/BF01158576
View details for Web of Science ID A1995TW31000004
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On Stationary Tandem Queueing Networks with Job Feedback
Queueing Systems
1994; 15 (1-4): 137-164
View details for DOI 10.1007/BF01189235
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Optimality Aspects of Greedy Schemes in Parallel Processing of Random Graph-Structured Jobs
Probability in the Engineering and Informational Sciences
1994; 8 (2): 229-243
View details for DOI 10.1017/S0269964800003375
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On Infinite Queueing Tandems.
System & Control Letters
1994; 23 (3): 305-314
View details for DOI 10.1016/0167-6911(94)90053-1
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SCHEDULING AND STABILITY ASPECTS OF A GENERAL-CLASS OF PARALLEL PROCESSING SYSTEMS
ADVANCES IN APPLIED PROBABILITY
1993; 25 (1): 176–202
View details for DOI 10.2307/1427501
View details for Web of Science ID A1993KR98900009
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ON THE MAXIMUM CAPACITY OF POWER-CONTROLLED CELLULAR NETWORKS
KLUWER ACADEMIC PUBLISHERS. 1993: 275–88
View details for Web of Science ID A1993BY07T00016
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On Closed Ring Queueing Networks
Journal of Applied Probability
1992; 29 (4): 979-995
View details for DOI 10.2307/3214729
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ON STABILITY AND PERFORMANCE OF PARALLEL PROCESSING SYSTEMS
JOURNAL OF THE ACM
1991; 38 (2): 429–52
View details for DOI 10.1145/103516.103520
View details for Web of Science ID A1991FU35600006
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On Flows in Stochastic Marked Graphs
Probability in the Engineering and Informational Sciences
1991; 5 (2): 145-157
View details for DOI 10.1017/S0269964800001984
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AN INVARIANT DISTRIBUTION FOR THE G/G/1 QUEUING OPERATOR
ADVANCES IN APPLIED PROBABILITY
1990; 22 (1): 254–56
View details for DOI 10.2307/1427610
View details for Web of Science ID A1990CY04600017
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ON THE ASYMPTOTIC EXECUTION TIME OF MULTITASKED PROCESSES ON TANDEM PROCESSORS
SYSTEMS & CONTROL LETTERS
1989; 13 (5): 391–96
View details for DOI 10.1016/0167-6911(89)90105-9
View details for Web of Science ID A1989CF59500004
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ON STABILITY OF STATE-DEPENDENT QUEUES AND ACYCLIC QUEUING-NETWORKS
ADVANCES IN APPLIED PROBABILITY
1989; 21 (3): 681–701
View details for DOI 10.2307/1427642
View details for Web of Science ID A1989AN42600011
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ON QUEUES WITH PERIODIC INPUTS
JOURNAL OF APPLIED PROBABILITY
1989; 26 (2): 381–89
View details for DOI 10.2307/3214043
View details for Web of Science ID A1989AD69800014
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FLOW-ANALYSIS OF STOCHASTIC MARKED GRAPHS
I E E E. 1989: 1528–31
View details for DOI 10.1109/CDC.1989.70403
View details for Web of Science ID A1989BP96Z00342