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Explore the challenges of reliability in large storage systems due to a vast number of interconnected components and human errors. Discover the importance of robust network topology in ensuring system stability and performance under failure scenarios. Delve into various network topologies like Butterfly networks, Mesh, and Hypercube, analyzing their tradeoffs in terms of cost, robustness, and performance. Learn from simulated results the impact of failures on I/O path connectivity and network neighborhoods, highlighting the superior robustness of Hypercube structures. Gain insights on how a well-chosen topology can significantly influence the reliability and performance of storage systems.
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Impact of Failure on Interconnection Networks for Large Storage Systems Qin Xin, Ethan L. Miller, Thomas J. E. Schwarz*, Darrell D. E. Long Storage Systems Research Center University of California, Santa Cruz *Department of Computer Engineering Santa Clara University
Problems • Reliability is a real concern for large storage systems • A large number of components • Complex interconnections • Human errors • Robust network interconnection is desired • Failures of switches, routers, and network links are common • Organization of nodes and links is crucial • Scale makes things complicated: petabyte storage system --10,000s disks, 100s routers,100,000s links • Robust network topology • Tolerant multi-points of failures without noticeable performance degradation MSST'05
Contributions • Examine various network topologies • Butterfly networks • Mesh structure • Hypercube • Tradeoffs among them: cost, robustness, performance. • Estimate the impacts of link and node failures by simulation • I/O path connectivity • Number of hops in varied degraded modes • Failure impact to its neighborhood MSST'05
Network Topology for Storage Systems • Butterfly networks • Reasonable cost • Poor robustness • Mesh • Brick-structured, good robustness • Relatively long path • Hypercube • Superior robustness • Complex, costly MSST'05
A case study: Failure Scenarios MSST'05
Simulated Results: Connectivity • I/O path connectivity • Measured in “nines”: -log10(1-P), P: m/n, m: # of good requests, n: # of total requests. (3 nines = 99.9%) • Poor connectively when the connection nodes are lost. • Hypercube and mesh are more robust in connectivity than butterfly networks. MSST'05
Simulation Results: Neighborhood butterfly mesh hypercube • Failure impact on network neighborhood • Neighbors suffer in presence of failures. • Hypercube outperforms butterfly & mesh structure in avg. I/O load. MSST'05
Summary • A well-chosen topology can provide robust interconnection. • Neighbors around failures suffer much more than average. • Hypercube structure provides better interconnection in degraded modes than butterfly and mesh structure. MSST'05
Questions? • For further information, please visit: • http://ssrc.cse.ucsc.edu/ • http://www.cs.ucsc.edu/~qxin/ • Thanks to SSRC faculty, students, affiliates, and alumni • Thanks to our sponsors • Lawrence Livermore National Laboratory, Los Alamos National Laboratory, Sandia National Laboratory • Engenio Information Technologies, HP Lab, Hitachi Global Storage Technologies, IBM Research, Intel, LSI Logic, Microsoft Research, Network Appliance, and Veritas • NSF, USENIX MSST'05
Big Picture: A Petabyte-Scale Storage System • Potential for data loss • Thousands of disks • Petabytes of data MSST'05