Search Results - "Saleh Bataineh, Ahmed"

Deep and reinforcement learning for automated task scheduling in large‐scale cloud computing systems by Rjoub, Gaith, Bentahar, Jamal, Abdel Wahab, Omar, Saleh Bataineh, Ahmed

“…Summary Cloud computing is undeniably becoming the main computing and storage platform for today's major workloads. From Internet of things and Industry 4.0…”
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Cloud Computing as a Platform for Monetizing Data Services: A Two-Sided Game Business Model by Bataineh, Ahmed Saleh, Bentahar, Jamal, Mizouni, Rabeb, Abdel Wahab, Omar, Rjoub, Gaith, Barachi, May El

“…We argue in this paper that the role of the cloud should be reshaped from being a passive virtual market to become an active platform for monetizing data. The…”
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Trust-Augmented Deep Reinforcement Learning for Federated Learning Client Selection by Rjoub, Gaith, Wahab, Omar Abdel, Bentahar, Jamal, Cohen, Robin, Bataineh, Ahmed Saleh

“…In the context of distributed machine learning, the concept of federated learning (FL) has emerged as a solution to the privacy concerns that users have about…”
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Toward monetizing personal data: A two-sided market analysis by Bataineh, Ahmed Saleh, Mizouni, Rabeb, Bentahar, Jamal, El Barachi, May

“…With the increasing popularity of social mobile applications and mobile crowd sensing, holders of smart devices are generating a huge amount of personal data…”
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Cloud computing as a platform for monetizing data services: A two-sided game business model by Bataineh, Ahmed Saleh, Bentahar, Jamal, Mizouni, Rabeb, Wahab, Omar Abdel, Rjoub, Gaith, Barachi, May El

“…IEEE Transactions on Network and Service Management (2021) With the unprecedented reliance on cloud computing as the backbone for storing today's big data, we…”
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Generative Adversarial Networks for Robust Anomaly Detection in Noisy IoT Environments by Abusitta, Adel, Halabi, Talal, Bataineh, Ahmed Saleh, Zulkernine, Mohammad

“…The Internet of Things (IoT) enables us to collect and process vast amounts of data in real time. However, the security of IoT devices and networks is highly…”
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Specifying and verifying contract-driven service compositions using commitments and model checking by Bataineh, Ahmed Saleh, Bentahar, Jamal, El Menshawy, Mohamed, Dssouli, Rachida

“…•A novel approach is provided to specify and verify service compositions contracts.•BPEL is extended to represent specifications and mark the points to be…”
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Cloud as platform for monetizing complementary data for AI-driven services: A two-sided cooperative game by Bataineh, Ahmed Saleh, Bentahar, Jamal, Wahab, Omar Abdel, Mizouni, Rabeb, Rjoub, Gaith

“…In this paper, we design a strategic game that aims to deliver complementary data services among multiple data providers over a cloud intermediary platform…”
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