Resource allocation in streaming environments

The results, from trace-based simulation on large production YARN workloads, show that Justice, in resource-constrained settings, outperforms the existing fair-share allocation

• A novel approach to the allocation of computational resources in fully decentralised systems using self-interested agents, based on the retail-inspired posted offer market model. •

However, since cloud computing resources are offered in distinct types of virtual machines (VMs) that share the same resource capacity, it becomes a challenging problem to determine

The resulting problem of optimal assignment of resources to realize the features of a sequence of releases is called Ant Resource Allocation for Software Release Planning,

• Chapter 2 introduces our Measurement-based Optimal Resource Allocation (MBORA) framework that is responsible for dynamic and optimal resource allocation in a centralized manner at

• Allocation: n x m matrix: number of resources of each type currently allocated to each process. • Request : n x m matrix: current request of

Now, we formulate the problem of optimal sensor resources allocation in sensor enabled grid environment as constraint optimization problem, the utility of the sensor

In this section, we formulate the problem of offline resource allocation, to derive the optimal number of video transcoding instances and the nearest cloud site to serve the