Proposed Research Topics Spring 2003 Abed E. Lawabni & Prof. Ahmed H. Tewfik { lawabni, tewfik ece.umn.edu
Road Map Radio Resource Management Scheme for WLAN. Dynamic Frequency Allocation. Wireless Link Aggregation (Routing-Flow Optimization). Load Balancing Algorithms. Data Replication Vs. Erasure codes.
Radio Resource Management Scheme for WLAN Efficient and Robust Data Paths Providing an efficient data path between the client and the remote storage device to achieve: Low latency. High throughput. Supporting different applications.
Radio Resource Management Scheme for WLAN IP Network within a Region OSD Switching Hub IEEE AP Gigabit Backbone Where it should be associated ? What type of traffic is going to be requested? Multimedia Object Text Object Web Object
Radio Resource Management Scheme for WLAN (continue) Analytical Modeling. { traffic type, distance effect, PER, # of competing stations, etc.} An Empirical (Measurement-based) Simulation.
Data Replication When a decision to replicate is made, where is the replicated object located? Main Challenge is that future demand is an unknown. Formulating the object replication & positioning problem as a Stochastic network resource allocation problem. Different terms in the cost Function: Cross-correlation between observed demand for the objects and that of other objects with a known demand load & location history. Delay in accessing the object based on multi-queue models. Allowing various priorities to be assigned to objects.
Data Replication Selecting the best replica from a set of replicas. Network distance (hop counts, round-trip time, bandwidth) Device load in delivering the best object to the client. Different object types may also require different performance metrics: Multimedia objects vs. text objects. Erasure-resilient system Vs. Replication system. Quantitative Comparison: Time to failure. Storage & Bandwidth requirements. Replication strategies for compound objects such as MPEG-21 objects.
Thanks Prof. Ahmed H. Tewfik EE/CSci Building, Room # 6–177 Abed E. Lawabni EE/CSci Building, Room # 6–120