Meshcheryakov Laboratory of Information Technologies
Joint Laboratory Seminar
Date and Time: Wednesday, 26 August 2026, at 15:00
Venue: room 310, Meshcheryakov Laboratory of Information Technologies, online on MTS Link
Information about the seminar on Indico
Seminar topic: “Presentation topic: Development of methods and technologies of cloud resources provisioning for composite applications in the “workflow-as-a-service” paradigm”
Speaker: Artem Bulkhak (NRU MPEI)
Abstract:
This work addresses the problem of joint dynamic scheduling of independent, heterogeneous workflows and cloud resource management, aiming to minimize usage costs while meeting the deadlines of users of a “Workflow-as-a-Service” platform. A heuristic method is proposed for decomposing the initial optimization problem; it involves the preliminary construction of task execution time intervals, the dynamic batching of ready tasks, and their real-time assignment to virtual machines. Simulation results for the proposed solution demonstrate a reduction in cloud infrastructure usage costs compared to similar algorithms and confirm the applicability of the proposed approach to online scheduling.
(Based on PhD thesis.)