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9th SoCC 2018: Carlsbad, CA, USA
- Proceedings of the ACM Symposium on Cloud Computing, SoCC 2018, Carlsbad, CA, USA, October 11-13, 2018. ACM 2018, ISBN 978-1-4503-6011-1
- Pengtao Xie, Jin Kyu Kim, Qirong Ho, Yaoliang Yu, Eric P. Xing:
Orpheus: Efficient Distributed Machine Learning via System and Algorithm Co-design. 1-13 - Hao Wang, Di Niu, Baochun Li:
Dynamic and Decentralized Global Analytics via Machine Learning. 14-25 - Huangshi Tian, Minchen Yu, Wei Wang:
Continuum: A Platform for Cost-Aware, Low-Latency Continual Learning. 26-40 - Liang Luo, Jacob Nelson, Luis Ceze, Amar Phanishayee, Arvind Krishnamurthy:
Parameter Hub: a Rack-Scale Parameter Server for Distributed Deep Neural Network Training. 41-54 - Zhe Wu, Edward Wijaya, Muhammed Uluyol, Harsha V. Madhyastha:
Bolt-On Global Consistency for the Cloud. 55-67 - Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai:
SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines. 68-81 - Eduardo Alchieri, Fernando Luís Dotti
, Fernando Pedone
Early Scheduling in Parallel State Machine Replication. 82-94 - Ioannis Manousakis, Iñigo Goiri, Ricardo Bianchini, Sandro Rigo, Thu D. Nguyen:
Uncertainty Propagation in Data Processing Systems. 95-106 - Libin Liu
Elasecutor: Elastic Executor Scheduling in Data Analytics Systems. 107-120 - Andrew Chung, Jun Woo Park
Stratus: cost-aware container scheduling in the public cloud. 121-134 - Pamela Delgado
Kairos: Preemptive Data Center Scheduling Without Runtime Estimates. 135-148 - Hao Zhou, Ming Chen, Qian Lin, Yong Wang, Xiaobin She, Sifan Liu, Rui Gu, Beng Chin Ooi, Junfeng Yang:
Overload Control for Scaling WeChat Microservices. 149-161 - Hobin Yoon, Juncheng Yang, Sveinn Fannar Kristjansson, Steinn E. Sigurðarson, Ymir Vigfusson, Ada Gavrilovska:
Mutant: Balancing Storage Cost and Latency in LSM-Tree Data Stores. 162-173 - Chao Zheng, Lukas Rupprecht, Vasily Tarasov, Douglas Thain
Wharf: Sharing Docker Images in a Distributed File System. 174-185 - Virajith Jalaparti, Chris Douglas, Mainak Ghosh, Ashvin Agrawal, Avrilia Floratou, Srikanth Kandula, Ishai Menache, Joseph (Seffi) Naor, Sriram Rao:
Netco: Cache and I/O Management for Analytics over Disaggregated Stores. 186-198 - Dan Williams, Ricardo Koller, Martin Lucina, Nikhil Prakash:
Unikernels as Processes. 199-211 - Priyanka Naik, Akash Kanase, Trishal Patel, Mythili Vutukuru:
libVNF: Building Virtual Network Functions Made Easy. 212-224 - Yanfang Le, Brent E. Stephens, Arjun Singhvi, Aditya Akella, Michael M. Swift:
RoGUE: RDMA over Generic Unconverged Ethernet. 225-236 - Ki-Dong Kang, Mohammad Alian
VIP: Virtual Performance-State for Efficient Power Management of Virtual Machines. 237-248 - Faria Kalim, Le Xu, Sharanya Bathey, Richa Meherwal, Indranil Gupta:
Henge: Intent-driven Multi-Tenant Stream Processing. 249-262 - Lixiang Ao, Liz Izhikevich
Sprocket: A Serverless Video Processing Framework. 263-274 - Youfu Li, Mingda Li, Ling Ding
RIOS: Runtime Integrated Optimizer for Spark. 275-287 - Andreas Kunft
ScootR: Scaling R Dataframes on Dataflow Systems. 288-300 - Feng Sheng, Qiang Cao, Haoran Cai, Jie Yao, Changsheng Xie:
GraPU: Accelerate Streaming Graph Analysis through Preprocessing Buffered Updates. 301-312 - Ting Dai
DScope: Detecting Real-World Data Corruption Hang Bugs in Cloud Server Systems. 313-325 - Pedro Henrique B. Las-Casas, Jonathan Mace, Dorgival O. Guedes, Rodrigo Fonseca:
Weighted Sampling of Execution Traces: Capturing More Needles and Less Hay. 326-332 - Michael J. Whittaker, Cristina Teodoropol, Peter Alvaro
Debugging Distributed Systems with Why-Across-Time Provenance. 333-346 - Qixiao Liu, Zhibin Yu:
The Elasticity and Plasticity in Semi-Containerized Co-locating Cloud Workload: a View from Alibaba Trace. 347-360 - Hyun Wook Baek, Eric Eide, Robert Ricci
I Heard It through the Firewall: Exploiting Cloud Management Services as an Information Leakage Channel. 361-373 - Ian A. Kash, Greg O'Shea, Stavros Volos:
DC-DRF: Adaptive Multi-Resource Sharing at Public Cloud Scale. 374-385 - Kirill Bogdanov, Waleed Reda, Gerald Q. Maguire Jr.
Fast and Accurate Load Balancing for Geo-Distributed Storage Systems. 386-400 - Hyuk-Jin Jeong, Hyeon-Jae Lee, Chang Hyun Shin, Soo-Mook Moon:
IONN: Incremental Offloading of Neural Network Computations from Mobile Devices to Edge Servers. 401-411 - Albert Jonathan, Abhishek Chandra, Jon B. Weissman:
Multi-Query Optimization in Wide-Area Streaming Analytics. 412-425 - Do Le Quoc, Istemi Ekin Akkus, Pramod Bhatotia, Spyros Blanas, Ruichuan Chen, Christof Fetzer, Thorsten Strufe:
ApproxJoin: Approximate Distributed Joins. 426-438 - Renato Marroquín, Ingo Müller
Pay One, Get Hundreds for Free: Reducing Cloud Costs through Shared Query Execution. 439-450 - Supreeth Shastri, David E. Irwin:
Cloud Index Tracking: Enabling Predictable Costs in Cloud Spot Markets. 451-463 - Kefei Wang, Feng Chen:
Cascade Mapping: Optimizing Memory Efficiency for Flash-based Key-value Caching. 464-476 - Fei Mei, Qiang Cao, Hong Jiang, Jingjun Li:
SifrDB: A Unified Solution for Write-Optimized Key-Value Stores in Large Datacenter. 477-489 - Anastasios Papagiannis, Giorgos Saloustros, Pilar González-Férez
An Efficient Memory-Mapped Key-Value Store for Flash Storage. 490-502 - Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng
Scheduling CPU for GPU-based Deep Learning Jobs. 503 - Seyyed Ahmad Javadi, Shalini Bhaskara, Rahul Doshi, Prashanth Soundarapandian, Muhammad Wajahat, Anshul Gandhi:
Application-Agnostic Batch Workload Management in Cloud Environments. 504 - Rankyung Hong, Abhishek Chandra:
Decentralized Distributed Deep Learning in Heterogeneous WAN Environments. 505 - Mehmet Fatih Aktas, Chen Wang
Resource Profile Advisor for Containers in Cognitive Platform. 506 - Taehoon Kim
Secure In-memory Key-Value Storage with SGX. 507 - Kolbeinn Karlsson, Danny Adams, Gloire Rubambiza, Zangyueyang Xian, Robbert van Renesse, Hakim Weatherspoon, Stephen B. Wicker:
Untethered: Deployable Blockchains for IoT Environments. 508 - Kamala Ramasubramanian, Peter Alvaro
Does your fault-tolerant system tolerate faults? 509 - Nathaniel Morris, Indrajeet Saravanan, Pollyanna Cao, Jerry Ding, Christopher Stewart
SLO Computational Sprinting. 510 - Chandranil Chakraborttii
SSD QoS Improvements through Machine Learning. 511 - Kamal Hakimzadeh, Patrick K. Nicholson
Auto-Scaling with Apprenticeship Learning. 512 - Shahram Ghandeharizadeh, Marwan Almaymoni, Haoyu Huang:
Rejig: A Scalable Online Algorithm for Cache Server Configuration Changes. 513 - Shahram Ghandeharizadeh, Yazeed Alabdulkarim
RangeQC: A Framework for Caching Range Predicate Query Results. 514 - Youmin Chen, Jiwu Shu, Youyou Lu:
Scalable and Reliable RDMA. 515 - Vojislav Dukic, Sangeetha Abdu Jyothi
Network Scheduling in the Dark. 516 - Hosein Mohammadi Makrani, Hossein Sayadi, Devang Motwani, Han Wang, Setareh Rafatirad, Houman Homayoun:
Energy-aware and Machine Learning-based Resource Provisioning of In-Memory Analytics on Cloud. 517 - Bruno Medeiros, Marcos A. Simplício Jr.
Multi-tenant Isolation of What?: Building a Secure Tenant Isolation Architecture for Cloud Networks. 518 - Abdul Qadeer, John S. Heidemann
Plumb: Efficient Processing of Multi-User Pipelines. 519 - Junjie Chen, Xiaomin Zhu, Weidong Bao, Zhong Liu, Ling Liu:
WITCAT: A Workload Spike Targeted Cloud Management Solution. 520 - Chen Chen, Qizhen Weng
Fast Distributed Deep Learning via Worker-adaptive Batch Sizing. 521 - A. B. Siddique, Ahmed Eldawy
Experimental Evaluation of Sketching Techniques for Big Spatial Data. 522 - Thaleia Dimitra Doudali, Ada Gavrilovska:
Mnemo: Boosting Memory Cost Efficiency in Hybrid Memory Systems. 523 - Prashanth Thinakaran
The Curious Case of Container Orchestration and Scheduling in GPU-based Datacenters. 524 - Yu Sun, Hui Lu, Abhinav Srivastava, Cong Xu:
ShadeNF: A Platform for Online Network Function Verification. 525 - Damiano Carra, Giovanni Neglia, Pietro Michiardi:
Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach. 526 - Francesco Pace, Dimitrios Milios, Damiano Carra, Daniele Venzano, Pietro Michiardi:
Data-Driven Resource Shaping for Compute Clusters. 527 - Shripad Nadgowda, Canturk Isci:
Drishti: Disaggregated and Interoperable Security Analytics Framework for Cloud. 528 - Haris Volos, Kimberly Keeton
Memory-Oriented Distributed Computing at Rack Scale. 529 - Haiyang Shi, Xiaoyi Lu, Dipti Shankar, Dhabaleswar K. Panda:
High-Performance Multi-Rail Erasure Coding Library over Modern Data Center Architectures: Early Experiences. 530-531 - Prajakta Kalmegh, Shivnath Babu, Sudeepa Roy:
iQCAR: Inter-Query Contention Analyzer. 532 - Subho S. Banerjee
A ML-based Runtime System for Executing Dataflow Graphs on Heterogeneous Processors. 533-534 - Atsushi Koshiba, Ying Yan, Zhongxin Guo, Mitaro Namiki, Lidong Zhou:
TEE-KV: Secure Immutable Key-Value Store for Trusted Execution Environments. 535
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