Beyond uniform pricing
Our PSP scheme reduces system costs by up to 35% in high elasticity scenarios by aligning user incentives with ESP objectives. A smarter way to allocate edge resources. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the…
Philip
Tragedy of the commons
Tackling the “tragedy of the commons” in the cloud-edge continuum. Our novel Personalized Spot Pricing (PSP) scheme rewards elastic users based on their individual contribution to system cost reduction. 🌟 Follow us on LinkedIn! 🌟 Check the updates from…
How do you ensure inelastic users don’t benefit from the actions of elastic ones?
Our PSP scheme ensures fair allocation of financial benefits across heterogeneous edge users. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: 🌟 Full…
Inevitable market evolution
Our work proves: under backwardation, demand aggregation = inevitable market evolution. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: https://lnkd.in/d4MB_HhM 🌟 Full paper in: https://zenodo.org/records/15124064
Soft commodities & perishables
Backwardation often occurs in soft commodities & perishables. Businesses must adapt procurement to minimize waste + cost. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website:…
Realistic digital twins are essential for accurate AI training!
Static virtual models can’t capture the complexity of the real world.✨ Our pipeline enhances realism in simulation, bridging the gap between digital and physical domains. By integrating advanced texture modeling, we enable AI systems to better generalize from synthetic to…
Case Study Allert!
Case study: simple numerical experiments confirm the benefits of demand aggregation as predicted by theory. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: https://lnkd.in/d4MB_HhM 🌟 Full…
Procurement aggregators
We show that procurement aggregators are not just beneficial—they are mathematically optimal under backwardation. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: https://lnkd.in/d4MB_HhM 🌟 Full paper…
CLVER has a plan for expected procurement costs!
When demand is uncertain, procuring in futures markets under backwardation reduces expected procurement costs. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: https://lnkd.in/d4MB_HhM 🌟 Full paper…
Newsvendor problem
Our model extends the classic newsvendor problem, tailored for backwardation markets with perishables. 🌟 Follow us on LinkedIn! 🌟 Check the updates from the website: www.cleverproject.eu 🌟 You can read the post on our website: https://lnkd.in/d4MB_HhM 🌟 Full paper in:…