NV-Fogstore : Device-aware hybrid caching in fog computing environments Article Swipe
Khushal Sethi
,
Manan Suri
·
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2010.10562
YOU?
·
· 2020
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2010.10562
Edge caching via the placement of distributed storages throughout the network is a promising solution to reduce latency and network costs of content delivery. With the advent of the upcoming 5G future, billions of F-RAN (Fog-Radio Access Network) nodes will created and used for for the purpose of Edge Caching. Hence, the total amount of memory deployed at the edge is expected to increase 100 times. Currently, used DRAM-based caches in CDN (Content Delivery Networks) are extremely power-hungry and costly. Our purpose is to reduce the cost of ownership and recurring costs (of power consumption) in an F-RAN node while maintaining Quality of Service. For our purpose, we propose NV-FogStore, a scalable hybrid key-value storage architecture for the utilization of Non-Volatile Memories (such as RRAM, MRAM, Intel Optane) in Edge Cache. We further describe in detail a novel, hierarchical, write-damage, size and frequency aware content caching policy H-GREEDY for our architecture. We show that our policy can be tuned as per performance objectives, to lower the power, energy consumption and total cost over an only DRAM-based system for only a relatively smaller trade-off in the average access latency.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2010.10562
- https://arxiv.org/pdf/2010.10562
- OA Status
- green
- References
- 27
- Related Works
- 20
- OpenAlex ID
- https://openalex.org/W3094275807
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W3094275807Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2010.10562Digital Object Identifier
- Title
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NV-Fogstore : Device-aware hybrid caching in fog computing environmentsWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2020Year of publication
- Publication date
-
2020-10-20Full publication date if available
- Authors
-
Khushal Sethi, Manan SuriList of authors in order
- Landing page
-
https://arxiv.org/abs/2010.10562Publisher landing page
- PDF URL
-
https://arxiv.org/pdf/2010.10562Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
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https://arxiv.org/pdf/2010.10562Direct OA link when available
- Concepts
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Computer science, Total cost of ownership, Scalability, Computer network, Dram, Edge device, Cache, Enhanced Data Rates for GSM Evolution, Latency (audio), Edge computing, Radio access network, Cloud computing, Operating system, Base station, Telecommunications, Computer hardware, Mobile stationTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
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27Number of works referenced by this work
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20Other works algorithmically related by OpenAlex
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| abstract_inverted_index.and | 18, 41, 78, 89, 141, 169 |
| abstract_inverted_index.are | 75 |
| abstract_inverted_index.can | 156 |
| abstract_inverted_index.for | 43, 44, 116, 148, 177 |
| abstract_inverted_index.our | 105, 149, 154 |
| abstract_inverted_index.per | 160 |
| abstract_inverted_index.the | 3, 9, 25, 28, 45, 51, 58, 85, 117, 165, 184 |
| abstract_inverted_index.via | 2 |
| abstract_inverted_index.Edge | 0, 48, 129 |
| abstract_inverted_index.With | 24 |
| abstract_inverted_index.cost | 86, 171 |
| abstract_inverted_index.edge | 59 |
| abstract_inverted_index.node | 98 |
| abstract_inverted_index.only | 174, 178 |
| abstract_inverted_index.over | 172 |
| abstract_inverted_index.show | 152 |
| abstract_inverted_index.size | 140 |
| abstract_inverted_index.that | 153 |
| abstract_inverted_index.used | 42, 67 |
| abstract_inverted_index.will | 39 |
| abstract_inverted_index.(such | 122 |
| abstract_inverted_index.F-RAN | 34, 97 |
| abstract_inverted_index.Intel | 126 |
| abstract_inverted_index.MRAM, | 125 |
| abstract_inverted_index.RRAM, | 124 |
| abstract_inverted_index.aware | 143 |
| abstract_inverted_index.costs | 20, 91 |
| abstract_inverted_index.lower | 164 |
| abstract_inverted_index.nodes | 38 |
| abstract_inverted_index.power | 93 |
| abstract_inverted_index.total | 52, 170 |
| abstract_inverted_index.tuned | 158 |
| abstract_inverted_index.while | 99 |
| abstract_inverted_index.Access | 36 |
| abstract_inverted_index.Cache. | 130 |
| abstract_inverted_index.Hence, | 50 |
| abstract_inverted_index.access | 186 |
| abstract_inverted_index.advent | 26 |
| abstract_inverted_index.amount | 53 |
| abstract_inverted_index.caches | 69 |
| abstract_inverted_index.detail | 135 |
| abstract_inverted_index.energy | 167 |
| abstract_inverted_index.hybrid | 112 |
| abstract_inverted_index.memory | 55 |
| abstract_inverted_index.novel, | 137 |
| abstract_inverted_index.policy | 146, 155 |
| abstract_inverted_index.power, | 166 |
| abstract_inverted_index.reduce | 16, 84 |
| abstract_inverted_index.system | 176 |
| abstract_inverted_index.times. | 65 |
| abstract_inverted_index.Optane) | 127 |
| abstract_inverted_index.Quality | 101 |
| abstract_inverted_index.average | 185 |
| abstract_inverted_index.caching | 1, 145 |
| abstract_inverted_index.content | 22, 144 |
| abstract_inverted_index.costly. | 79 |
| abstract_inverted_index.created | 40 |
| abstract_inverted_index.further | 132 |
| abstract_inverted_index.future, | 31 |
| abstract_inverted_index.latency | 17 |
| abstract_inverted_index.network | 10, 19 |
| abstract_inverted_index.propose | 108 |
| abstract_inverted_index.purpose | 46, 81 |
| abstract_inverted_index.smaller | 181 |
| abstract_inverted_index.storage | 114 |
| abstract_inverted_index.(Content | 72 |
| abstract_inverted_index.Caching. | 49 |
| abstract_inverted_index.Delivery | 73 |
| abstract_inverted_index.H-GREEDY | 147 |
| abstract_inverted_index.Memories | 121 |
| abstract_inverted_index.Network) | 37 |
| abstract_inverted_index.Service. | 103 |
| abstract_inverted_index.billions | 32 |
| abstract_inverted_index.deployed | 56 |
| abstract_inverted_index.describe | 133 |
| abstract_inverted_index.expected | 61 |
| abstract_inverted_index.increase | 63 |
| abstract_inverted_index.latency. | 187 |
| abstract_inverted_index.purpose, | 106 |
| abstract_inverted_index.scalable | 111 |
| abstract_inverted_index.solution | 14 |
| abstract_inverted_index.storages | 7 |
| abstract_inverted_index.upcoming | 29 |
| abstract_inverted_index.Networks) | 74 |
| abstract_inverted_index.delivery. | 23 |
| abstract_inverted_index.extremely | 76 |
| abstract_inverted_index.frequency | 142 |
| abstract_inverted_index.key-value | 113 |
| abstract_inverted_index.ownership | 88 |
| abstract_inverted_index.placement | 4 |
| abstract_inverted_index.promising | 13 |
| abstract_inverted_index.recurring | 90 |
| abstract_inverted_index.trade-off | 182 |
| abstract_inverted_index.(Fog-Radio | 35 |
| abstract_inverted_index.Currently, | 66 |
| abstract_inverted_index.DRAM-based | 68, 175 |
| abstract_inverted_index.relatively | 180 |
| abstract_inverted_index.throughout | 8 |
| abstract_inverted_index.consumption | 168 |
| abstract_inverted_index.distributed | 6 |
| abstract_inverted_index.maintaining | 100 |
| abstract_inverted_index.objectives, | 162 |
| abstract_inverted_index.performance | 161 |
| abstract_inverted_index.utilization | 118 |
| abstract_inverted_index.NV-FogStore, | 109 |
| abstract_inverted_index.Non-Volatile | 120 |
| abstract_inverted_index.architecture | 115 |
| abstract_inverted_index.consumption) | 94 |
| abstract_inverted_index.power-hungry | 77 |
| abstract_inverted_index.architecture. | 150 |
| abstract_inverted_index.hierarchical, | 138 |
| abstract_inverted_index.write-damage, | 139 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 2 |
| sustainable_development_goals[0].id | https://metadata.un.org/sdg/7 |
| sustainable_development_goals[0].score | 0.8999999761581421 |
| sustainable_development_goals[0].display_name | Affordable and clean energy |
| citation_normalized_percentile |