Search Results - "Jennings, Nicholas"

GOSH: Task Scheduling Using Deep Surrogate Models in Fog Computing Environments by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Recently, intelligent scheduling approaches using surrogate models have been proposed to efficiently allocate volatile tasks in heterogeneous fog environments…”
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Machine behaviour by Rahwan, Iyad, Cebrian, Manuel, Obradovich, Nick, Bongard, Josh, Bonnefon, Jean-François, Breazeal, Cynthia, Crandall, Jacob W., Christakis, Nicholas A., Couzin, Iain D., Jackson, Matthew O., Jennings, Nicholas R., Kamar, Ece, Kloumann, Isabel M., Larochelle, Hugo, Lazer, David, McElreath, Richard, Mislove, Alan, Parkes, David C., Pentland, Alex ‘Sandy’, Roberts, Margaret E., Shariff, Azim, Tenenbaum, Joshua B., Wellman, Michael

“…Machines powered by artificial intelligence increasingly mediate our social, cultural, economic and political interactions. Understanding the behaviour of…”
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Coalition structure generation: A survey by Rahwan, Talal, Michalak, Tomasz P., Wooldridge, Michael, Jennings, Nicholas R.

“…The coalition structure generation problem is a natural abstraction of one of the most important challenges in multi-agent systems: How can a number of agents…”
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Efficient Buyer Groups With Prediction-of-Use Electricity Tariffs by Robu, Valentin, Vinyals, Meritxell, Rogers, Alex, Jennings, Nicholas R.

“…Current electricity tariffs do not reflect the real costs that a customer incurs to a supplier, as units are charged at the same rate, regardless of the…”
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MCDS: AI Augmented Workflow Scheduling in Mobile Edge Cloud Computing Systems by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Workflow scheduling is a long-studied problem in parallel and distributed computing (PDC), aiming to efficiently utilize compute resources to meet user's…”
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Cystathionine beta-synthase (CBS) contributes to advanced ovarian cancer progression and drug resistance by Bhattacharyya, Sanjib, Saha, Sounik, Giri, Karuna, Lanza, Ian R, Nair, K Sreekumar, Jennings, Nicholas B, Rodriguez-Aguayo, Cristian, Lopez-Berestein, Gabriel, Basal, Eati, Weaver, Amy L, Visscher, Daniel W, Cliby, William, Sood, Anil K, Bhattacharya, Resham, Mukherjee, Priyabrata

“…Epithelial ovarian cancer is the leading cause of gynecologic cancer deaths. Most patients respond initially to platinum-based chemotherapy after surgical…”
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SciNet: Codesign of Resource Management in Cloud Computing Environments by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…The rise of distributed cloud computing technologies has been pivotal for the large-scale adoption of Artificial Intelligence (AI) based applications for high…”
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COSCO: Container Orchestration Using Co-Simulation and Gradient Based Optimization for Fog Computing Environments by Tuli, Shreshth, Poojara, Shivananda R., Srirama, Satish N., Casale, Giuliano, Jennings, Nicholas R.

“…Intelligent task placement and management of tasks in large-scale fog platforms is challenging due to the highly volatile nature of modern workload…”
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A budget-limited mechanism for category-aware crowdsourcing of multiple-choice tasks by Luo, Yuan, Jennings, Nicholas R.

“…Crowdsourcing harnesses human effort to solve computer-hard problems such as photo tagging, entity resolution and sentiment analysis. Such tasks often have…”
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Efficient crowdsourcing of unknown experts using bounded multi-armed bandits by Tran-Thanh, Long, Stein, Sebastian, Rogers, Alex, Jennings, Nicholas R.

“…Increasingly, organisations flexibly outsource work on a temporary basis to a global audience of workers. This so-called crowdsourcing has been applied…”
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The Shapley value for a fair division of group discounts for coordinating cooling loads by Maleki, Sasan, Rahwan, Talal, Ghosh, Siddhartha, Malibari, Areej, Alghazzawi, Daniyal, Rogers, Alex, Beigy, Hamid, Jennings, Nicholas R

“…We consider a demand response program in which a block of apartments receive a discount from their electricity supplier if they ensure that their aggregate…”
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PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Building a fault-tolerant edge system that can quickly react to node overloads or failures is challenging due to the unreliability of edge devices and the…”
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SimTune: bridging the simulator reality gap for resource management in edge-cloud computing by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Industries and services are undergoing an Internet of Things centric transformation globally, giving rise to an explosion of multi-modal data generated each…”
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A hybrid exact algorithm for complete set partitioning by Michalak, Tomasz, Rahwan, Talal, Elkind, Edith, Wooldridge, Michael, Jennings, Nicholas R.

“…In the Complete Set Partitioning problem we are given a finite set of elements where every subset is associated with a value, and the goal is to partition this…”
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Rewarding cooperative virtual power plant formation using scoring rules by Robu, Valentin, Chalkiadakis, Georgios, Kota, Ramachandra, Rogers, Alex, Jennings, Nicholas R.

“…Virtual Power Plants (VPPs) are fast emerging as a viable means of integrating small and distributed energy resources (DERs), like wind and solar, into the…”
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DRAGON: Decentralized Fault Tolerance in Edge Federations by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Edge Federation is a new computing paradigm that seamlessly interconnects the resources of multiple edge service providers. A key challenge in such systems is…”
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CILP: Co-simulation based Imitation Learner for Dynamic Resource Provisioning in Cloud Computing Environments by Tuli, Shreshth, Casale, Giuliano, Jennings, Nicholas R.

“…Intelligent Virtual Machine (VM) provisioning is central to cost and resource efficient computation in cloud computing environments. As bootstrapping VMs is…”
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Trustworthy human-AI partnerships by Ramchurn, Sarvapali D., Stein, Sebastian, Jennings, Nicholas R.

“…In this paper, we foreground some of the key research challenges that arise in the design of trustworthy human-AI partnerships. In particular, we focus on the…”
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Constraints on Axion-like Particles from X-Ray Observations of NGC1275 by Berg, Marcus, Conlon, Joseph P., Day, Francesca, Jennings, Nicholas, Krippendorf, Sven, Powell, Andrew J., Rummel, Markus

“…Axion-like particles (ALPs) can induce localized oscillatory modulations in the spectra of photon sources passing through astrophysical magnetic fields…”
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Iterative voting and acyclic games by Meir, Reshef, Polukarov, Maria, Rosenschein, Jeffrey S., Jennings, Nicholas R.

“…Multi-agent decision problems, in which independent agents have to agree on a joint plan of action or allocation of resources, are central to artificial…”
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