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- research-articleSeptember 2023
Kryptonite: Worst-Case Program Interference Estimation on Multi-Core Embedded Systems
ACM Transactions on Embedded Computing Systems (TECS), Volume 22, Issue 5sArticle No.: 149, Pages 1–23https://doi.org/10.1145/3609128Due to the low costs and energy needed, cyber-physical systems are adopting multi-core processors for their embedded computing requirements. In order to guarantee safety when the application has real-time constraints, a critical requirement is to estimate ...
- research-articleJune 2023
The Value of Observing the Buyers’ Arrival Time in Dynamic Pricing
We consider a dynamic pricing problem in which a firm sells one item to a single buyer to maximize expected revenue. The firm commits to a price function over an infinite horizon. The buyer arrives at some random time with a private value for the item. He ...
- research-articleMay 2023
Worst-Case Adaptive Submodular Cover
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent SystemsPages 1915–1922In this paper, we study the adaptive submodular cover problem under the worst-case setting. This problem generalizes many previously studied problems, namely, the pool-based active learning and the stochastic submodular set cover. The input of our ...
- research-articleJune 2021
Value Loss in Allocation Systems with Provider Guarantees
Many operational settings share the following three features: (i) a centralized planning system allocates tasks to workers or service providers, (ii) the providers generate value by completing the tasks, and (iii) the completion of tasks influences the ...
- research-articleJune 2021
Navigating in Trees with Permanently Noisy Advice
ACM Transactions on Algorithms (TALG), Volume 17, Issue 2Article No.: 15, Pages 1–27https://doi.org/10.1145/3448305We consider a search problem on trees in which an agent starts at the root of a tree and aims to locate an adversarially placed treasure, by moving along the edges, while relying on local, partial information. Specifically, each node in the tree holds a ...
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- research-articleMay 2020
Approximation Algorithms for a New Truck Loading Problem in Urban Freight Transportation
Transportation Science (TRNPS), Volume 54, Issue 3Pages 690–702https://doi.org/10.1287/trsc.2019.0967Motivated by urban freight transportation practices in China, we study an optimal truck loading problem in which a fixed cost and an additional cost that depends on the number of unloading points are associated with each truck used. The truck loading ...
- research-articleMay 2020
Technical Note—Worst-Case Benefit of Restocking for the Vehicle Routing Problem with Stochastic Demands
In “Worst-Case Benefit of Restocking for the Vehicle Routing Problem with Stochastic Demands,” Bertazzi and Secomandi shed new light on an old yet timely problem in transportation. They analyze the benefit of planning replenishment trips in the vehicle ...
The extant literature on the vehicle routing problem with stochastic demands indicates that the restocking strategy yields moderate percentage expected cost reductions relative to the a priori approach but lacks theoretical support for this improvement. ...
- research-articleOctober 2019
Non-polynomial Worst-Case Analysis of Recursive Programs
ACM Transactions on Programming Languages and Systems (TOPLAS), Volume 41, Issue 4Article No.: 20, Pages 1–52https://doi.org/10.1145/3339984We study the problem of developing efficient approaches for proving worst-case bounds of non-deterministic recursive programs. Ranking functions are sound and complete for proving termination and worst-case bounds of non-recursive programs. First, we ...
- research-articleJuly 2019
Integrated Scheduling of Production and Two-Stage Delivery of Make-to-Order Products: Offline and Online Algorithms
INFORMS Journal on Computing (INFORMS-IJOC), Volume 31, Issue 3Pages 493–514https://doi.org/10.1287/ijoc.2018.0842We study integrated production- and delivery-scheduling problems that arise in practical make-to-order settings in several industries. In these problems, make-to-order products are first processed in a plant and then delivered to customer sites through ...
- research-articleMarch 2019
Near-Optimality of Uniform Copayments for Subsidies and Taxes Allocation Problems
Consider a central planner with a limited budget charging taxes and allocating copayment subsidies to competing producers of a commodity, with the goal of maximizing its aggregate consumption (for example, the Global Fund trying to increase the ...
We study a subsidies and taxes allocation problem with endogenous market response subject to a budget constraint. The central planner’s objective is to maximize the consumption of a good, and she allocates per-unit copayments and taxes to its producers. ...
Type-guided worst-case input generation
Proceedings of the ACM on Programming Languages (PACMPL), Volume 3, Issue POPLArticle No.: 13, Pages 1–30https://doi.org/10.1145/3290326This paper presents a novel technique for type-guided worst-case input generation for functional programs. The technique builds on automatic amortized resource analysis (AARA), a type-based technique for deriving symbolic bounds on the resource usage of ...
- research-articleJanuary 2019
Universal Regularization Methods: Varying the Power, the Smoothness and the Accuracy
SIAM Journal on Optimization (SIOPT), Volume 29, Issue 1Pages 595–615https://doi.org/10.1137/16M1106316Adaptive cubic regularization methods have emerged as a credible alternative to linesearch and trust-region for smooth nonconvex optimization, with optimal complexity amongst second-order methods. Here we consider a general/new class of adaptive ...
- research-articleDecember 2018
Optimization of Fault-Tolerant Mixed-Criticality Multi-Core Systems with Enhanced WCRT Analysis
ACM Transactions on Design Automation of Electronic Systems (TODAES), Volume 24, Issue 1Article No.: 6, Pages 1–26https://doi.org/10.1145/3275154This article proposes a novel optimization technique of fault-tolerant mixed-criticality multi-core systems with worst-case response time (WCRT) guarantees. Typically, in fault-tolerant multi-core systems, tasks can be replicated or re-executed in order ...
- articleMarch 2018
A Branch-and-Cut Algorithm for the Multidepot Rural Postman Problem
Transportation Science (TRNPS), Volume 52, Issue 2Pages 353–369https://doi.org/10.1287/trsc.2017.0783This paper considers the Multidepot Rural Postman Problem, an extension of the classical Rural Postman Problem in which there are several depots instead of only one. The aim is to construct a minimum cost set of routes traversing each required edge of ...
- articleAugust 2017
The vehicle routing problem with drones: Extended models and connections
The vehicle routing problem with drones VRPD is inspired by the increasing interest in commercial drone delivery by companies such as Amazon, Google, DHL, and Walmart. In our model, a fleet of m homogeneous trucks each carries k drones with a speed of α ...
- research-articleJune 2017
Quality and Cost of Deterministic Network Calculus: Design and Evaluation of an Accurate and Fast Analysis
Proceedings of the ACM on Measurement and Analysis of Computing Systems (POMACS), Volume 1, Issue 1Article No.: 16, Pages 1–34https://doi.org/10.1145/3084453Networks are integral parts of modern safety-critical systems and certification demands the provision of guarantees for data transmissions. Deterministic Network Calculus (DNC) can compute a worst-case bound on a data flow's end-to-end delay. Accuracy of ...
- abstractJune 2017
Quality and Cost of Deterministic Network Calculus: Design and Evaluation of an Accurate and Fast Analysis
SIGMETRICS '17 Abstracts: Proceedings of the 2017 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer SystemsPage 65https://doi.org/10.1145/3078505.3078594Networks are integral parts of modern safety-critical systems and certification demands the provision of guarantees for data transmissions. Deterministic Network Calculus (DNC) can compute a worst-case bound on a data flow's end-to-end delay. Accuracy of ...
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ACM SIGMETRICS Performance Evaluation Review: Volume 45 Issue 1 - research-articleNovember 2016
Tighter buffer dimensioning in AFDX networks
The AFDX (Avionics Full DupleX Switched Ethernet) is the backbone network of most recent avionic communication systems. These systems require deterministic buffer dimensioning for certification reasons. As in such systems, static design is often ...
- research-articleApril 2016
Technical Note—Approximation Algorithms for Perishable Inventory Systems with Setup Costs
We develop the first approximation algorithm for periodic-review perishable inventory systems with setup costs. The ordering lead time is zero. The model allows for correlated demand processes that generalize the well-known approaches to model dynamic ...
- research-articleMay 2015
Accurate and Efficient Estimation of Logic Circuits Reliability Bounds
IEEE Transactions on Computers (ITCO), Volume 64, Issue 5Pages 1217–1229https://doi.org/10.1109/TC.2014.2315633As the sizes of CMOS devices rapidly scale deep into the nanometer range, the manufacture of nanocircuits will become extremely complex and will inevitably introduce more defects, including more transient faults that appear during operation. For this ...