activity
20172023
most citedPerformance Analysis of Machine Learning Centered Workload Prediction Models for Cloud

128 citations · 139 across the 20 of their papers we have counts for

collaborators
Showing 2023 · cs.DSShow all

5 papers · 2 filters

cs.DS2023

An Improved Subquadratic Bound for Online Bisection

Marcin Bienkowski, Stefan Schmid

The online bisection problem is a natural dynamic variant of the classic bisection problem, where one has to dynamically maintain a partition of elements into two clusters of c…

cs.DS2023

Polylog-Competitive Algorithms for Dynamic Balanced Graph Partitioning for Ring Demands

Harald Räcke, Stefan Schmid, Ruslan Zabrodin

The performance of many large-scale and data-intensive distributed systems critically depends on the capacity of the interconnecting network. This paper is motivated by the vision…

cs.DS2023

Online Algorithms with Randomly Infused Advice

Yuval Emek, Yuval Gil, Maciej Pacut +1

We introduce a novel method for the rigorous quantitative evaluation of online algorithms that relaxes the "radical worst-case" perspective of classic competitive analysis. In cont…

cs.DS2023★ 1 cited

SeedTree: A Dynamically Optimal and Local Self-Adjusting Tree

Arash Pourdamghani, Chen Avin, Robert Sama +1

We consider the fundamental problem of designing a self-adjusting tree, which efficiently and locally adapts itself towards the demand it serves (namely accesses to the items store…

cs.DS2023

Dynamic Maintenance of Monotone Dynamic Programs and Applications

Monika Henzinger, Stefan Neumann, Harald Räcke +1

Dynamic programming (DP) is one of the fundamental paradigms in algorithm design. However, many DP algorithms have to fill in large DP tables, represented by two-dimensional arrays…