Adit Ranadive

PhD Student in Computer Science

Advisors: Prof. Karsten Schwan, Dr. Ada Gavrilovska

adit262 at cc dot gatech dot edu

Resume

Past Research

ResourceExchange: Use micro-economics principles to provide latency guarantees to VMs sharing VMM-bypass devices.

FaReS: Focus on providing performance fairness to VMs sharing VMM-bypass devices like InfiniBand.

IBMon: Use techniques like Memory Introspection to infer InfiniBand device usage of VMs.

Current Research

Distributed Resource Exchange:Explore how hardware QoS techniques can be used to provide stricter performance guarantees to VMs. Use communication patterns of VMs to provide better scheduling and resource allocation techniques.

Nectere: A benchmark comprising of image processing and financial workloads which uses CPUs/GPUs for processing as well as Ethernet/InfiniBand for communication. The goal of Nectere is to understand how systems that have heterogenity in processing as well as networking capabilities can perform on such future datacenter workloads. Nectere, internally is comprised of different components that can be combined to test different and varying application usage patterns. For example, we use the InfiniBand/Ethernet communication components and the Image Pipelining component to find the improvement in performance when using IB for such applications. The benchmark is still in early development stage and needs proper documentation. Current Source.

Papers Published

• Vishakha Gupta, Adit Ranadive, Ada Gavrilovska, Karsten Schwan, Benchmarking Next Generation Hardware Platforms: An Experimental Approach, 3rd Workshop on SoCs, Heterogeneous Architectures and Workloads (SHAW-3), New Orleans, Louisiana, February 2012, [pdf]


• Adit Ranadive, Ada Gavrilovska, Karsten Schwan, ResourceExchange: Latency-Aware Scheduling in Virtualized Environments with High Performance Fabrics, Proceedings of IEEE Cluster 2011 Conference, Austin, Texas, September 2011, [pdf]


• Adit Ranadive, Ada Gavrilovska, Karsten Schwan, FaReS: Fair Resource Scheduling for VMM-Bypass InfiniBand Devices, Proceedings of the 10th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), Melbourne, Australia, May 2010, [pdf]


• Adit Ranadive, Ada Gavrilovska, Karsten Schwan, IBMon: Monitoring VMM-Bypass Capable InfiniBand Devices using Memory Introspection, Proceedings of the 3rd Workshop on System-level Virtualization for High Performance Computing (HPCVirt), in conjunction with EuroSys 2009, Nuremberg, Germany, March 2009, [pdf]


• Mukil Kesavan, Adit Ranadive, Ada Gavrilovska, Karsten Schwan, Active CoordinaTion (ACT) - Toward Effectively Managing Virtualized Multicore Clouds, Proceedings of the IEEE Cluster 2008, Tsukuba, Japan, September 2008, [pdf]


• Adit Ranadive, Mukil Kesavan, Ada Gavrilovska, Karsten Schwan, Performance Implications of Virtualizing Multicore Cluster Machines, 2nd Workshop on System-level Virtualization for High Performance Computing (HPCVirt) , in conjunction with EuroSys 2008, Glasgow, Scotland, March 2008, [pdf]


• Ada Gavrilovska, Sanjay Kumar, Himanshu Raj, Karsten Schwan, Vishakha Gupta, Ripal Nathuji, Radhika Niranjan, Adit Ranadive, Purav Saraiya, High-Performance Hypervisor Architectures: Virtualization in HPC Systems, 1st Workshop on System-level Virtualization for High Performance Computing (HPCVirt) , in conjunction with EuroSys 2007, Lisbon, Portugal, March 2007, [pdf]

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