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ORCID6th SoCC 2015: Kohala Coast, Hawaii, USA
- Shahram Ghandeharizadeh, Sumita Barahmand, Magdalena Balazinska, Michael J. Freedman:
Proceedings of the Sixth ACM Symposium on Cloud Computing, SoCC 2015, Kohala Coast, Hawaii, USA, August 27-29, 2015. ACM 2015, ISBN 978-1-4503-3651-2
Keynote
- Samuel Madden:
Interactive data analytics: the new frontier. 1
Testing
- Jian Huang, Xuechen Zhang, Karsten Schwan:
Understanding issue correlations: a case study of the Hadoop system. 2-15 - Kirill Bogdanov, Miguel Peón-Quirós, Gerald Q. Maguire Jr.
, Dejan Kostic:
The nearest replica can be farther than you think. 16-29 - Richard Li, Dallin Abendroth, Xing Lin, Yuankai Guo, Hyun Wook Baek, Eric Eide, Robert Ricci, Jacobus E. van der Merwe:
Potassium: penetration testing as a service. 30-42
New architectures
- Tayler H. Hetherington, Mike O'Connor, Tor M. Aamodt:
MemcachedGPU: scaling-up scale-out key-value stores. 43-57 - Sergey Grizan, David Chu, Alec Wolman, Roger Wattenhofer:
dJay: enabling high-density multi-tenancy for cloud gaming servers with dynamic cost-benefit GPU load balancing. 58-70 - Quanlu Zhang, Yafei Dai, Lintao Zhang:
DSwitch: a dual mode direct and network attached disk. 71-83 - David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat:
FastLane: making short flows shorter with agile drop notification. 84-96
Scheduling and performance modeling
- Christina Delimitrou, Daniel Sánchez, Christos Kozyrakis:
Tarcil: reconciling scheduling speed and quality in large shared clusters. 97-110 - Chien-Chun Hung, Leana Golubchik, Minlan Yu:
Scheduling jobs across geo-distributed datacenters. 111-124 - Hui Lu, Brendan Saltaformaggio, Ramana Rao Kompella, Dongyan Xu:
vFair: latency-aware fair storage scheduling via per-IO cost-based differentiation. 125-138 - Emilio Coppa, Irene Finocchi:
On data skewness, stragglers, and MapReduce progress indicators. 139-152 - Feilong Liu, Spyros Blanas:
Forecasting the cost of processing multi-join queries via hashing for main-memory databases. 153-166
Keynote
- Eric A. Brewer:
Kubernetes and the path to cloud native. 167
Short papers
- Azza Abouzied, Jay Chen:
Harnessing data loss with forgetful data structures. 168-173 - Ioan A. Stefanovici, Eno Thereska, Greg O'Shea, Bianca Schroeder, Hitesh Ballani, Thomas Karagiannis, Antony I. T. Rowstron, Tom Talpey:
Software-defined caching: managing caches in multi-tenant data centers. 174-181 - Ding Li, James Mickens, Suman Nath, Lenin Ravindranath:
Domino: understanding wide-area, asynchronous event causality in web applications. 182-188 - Willis Lang, Frank Bertsch, David J. DeWitt, Nigel Ellis:
Microsoft azure SQL database telemetry. 189-194
High availability and replication
- Mayank Pundir, Luke M. Leslie, Indranil Gupta, Roy H. Campbell:
Zorro: zero-cost reactive failure recovery in distributed graph processing. 195-208 - Jaemyung Kim, Kenneth Salem, Khuzaima Daudjee, Ashraf Aboulnaga, Xin Pan:
Database high availability using SHADOW systems. 209-221 - Lianghong Xu, Andrew Pavlo, Sudipta Sengupta, Jin Li, Gregory R. Ganger:
Reducing replication bandwidth for distributed document databases. 222-235 - Lin Xiao, Kai Ren, Qing Zheng, Garth A. Gibson:
ShardFS vs. IndexFS: replication vs. caching strategies for distributed metadata management in cloud storage systems. 236-249
Elasticity and migration
- Sadeka Islam, Srikumar Venugopal, Anna Liu:
Evaluating the impact of fine-scale burstiness on cloud elasticity. 250-261 - Bailu Ding, Lucja Kot, Alan J. Demers, Johannes Gehrke:
Centiman: elastic, high performance optimistic concurrency control by watermarking. 262-275 - Thomas Heinze, Lars Roediger, Andreas Meister, Yuanzhen Ji, Zbigniew Jerzak, Christof Fetzer:
Online parameter optimization for elastic data stream processing. 276-287 - Senthil Nathan, Umesh Bellur, Purushottam Kulkarni:
Towards a comprehensive performance model of virtual machine live migration. 288-301
Cost and performance trade-offs
- Michael Conley, Amin Vahdat, George Porter:
Achieving cost-efficient, data-intensive computing in the cloud. 302-314 - Hiranya Jayathilaka, Chandra Krintz, Rich Wolski:
Response time service level agreements for cloud-hosted web applications. 315-328 - Supreeth Subramanya, Tian Guo, Prateek Sharma, David E. Irwin, Prashant J. Shenoy:
SpotOn: a batch computing service for the spot market. 329-341 - George Prekas, Mia Primorac, Adam Belay, Christos Kozyrakis, Edouard Bugnion:
Energy proportionality and workload consolidation for latency-critical applications. 342-355 - Ioannis Manousakis, Iñigo Goiri, Sriram Sankar, Thu D. Nguyen, Ricardo Bianchini:
CoolProvision: underprovisioning datacenter cooling. 356-367
Complex analytics
- Evan Randall Sparks, Ameet Talwalkar, Daniel Haas, Michael J. Franklin, Michael I. Jordan, Tim Kraska:
Automating model search for large scale machine learning. 368-380 - Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing:
Managed communication and consistency for fast data-parallel iterative analytics. 381-394 - Henggang Cui, Kimberly Keeton, Indrajit Roy, Krishnamurthy Viswanathan, Gregory R. Ganger:
Using data transformations for low-latency time series analysis. 395-407 - Ming Wu, Fan Yang, Jilong Xue, Wencong Xiao, Youshan Miao, Lan Wei, Haoxiang Lin, Yafei Dai, Lidong Zhou:
GraM: scaling graph computation to the trillions. 408-421 - Vinayak R. Borkar, Yingyi Bu, E. Preston Carman Jr., Nicola Onose, Till Westmann, Pouria Pirzadeh, Michael J. Carey, Vassilis J. Tsotras:
Algebricks: a data model-agnostic compiler backend for big data languages. 422-433
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