Aktuelle Informationen
Übersicht
Das Seminar Skalierbare Datenbanken richtet sich an Masterstudierende und findet im Wintersemester 2019/20 als Modul im freien Wahlbereich statt.
Eine Anmeldung über STiNE ist obligatorisch:> 4. Freier Wahlbereich
> Weitere Lehrangebote Informatik
> 64-652 Seminar Skalierbare Datenbanken
Datum | Paper / Vortrag |
---|---|
17.10.2019 |
insert_drive_file Organisatorisches
|
24.10.2019 |
insert_drive_file Eventually consistent
(aus dem Informatik-VPN downloadbar) |
07.11.2019 |
insert_drive_file NoSQL database systems: a survey and decision guidance
|
14.11.2019 |
insert_drive_file BASE analysis of NoSQL database
(aus dem Informatik-VPN downloadbar) |
21.11.2019 |
insert_drive_file Survey of Graph Database Models
(aus dem Informatik-VPN downloadbar) |
28.11.2019 |
insert_drive_file Cypher: An Evolving Query Language for Property Graphs
(aus dem Informatik-VPN downloadbar) |
05.12.2019 |
Fortführung Cypher (s. 28.11.)
|
12.12.2019 |
Achtung: In dieser Woche sind es 2 Paper!
insert_drive_file The BigDAWG Polystore System and Architecture insert_drive_file A Demonstration of the BigDAWG Polystore System (aus dem Informatik-VPN downloadbar) |
19.12.2019 |
insert_drive_file The SQL++ Query Language
(aus dem Informatik-VPN downloadbar) |
09.01.2020 |
insert_drive_file SciDB
(aus dem Informatik-VPN downloadbar) |
16.01.2020 |
insert_drive_file Benchmarking Cloud Serving Systems with YCSB
(aus dem Informatik-VPN downloadbar) |
23.01.2020 |
insert_drive_file Polypheny-DB
(aus dem Informatik-VPN downloadbar) video_library Vortrag von der SommerSOC 2019 |
30.01.2020 |
insert_drive_file The Network is Reliable
|
Vorlagen
Seminararbeiten können auf Basis der VSIS-Vorlagen (LaTeX, MS Word, LibreOffice) erstellt werden.Beispiele für Seminararbeiten:
Felix Gessert, 2012,Kritik - Kernel Methods ,
Kritik - Social Networks Spread Rumors ... ,
Kritik - Uncovering the termporal dynamics ...
Inhalt
Die Entwicklung skalierbarer Datenbanksysteme wurde in den letzten Jahren vor allen Dingen dadurch vorangetrieben, dass die traditionellen relationalen Datenbanksysteme nicht in der Lage sind, die Datenmengen zu halten und zu verarbeiten, die zunächst bei großen Internetfirmen (z. B. Google, Amazon, Facebook) durch den drastischen Anstieg an Nutzern und mobilen Endgeräten wie Smartphones aufgekommen sind. Unter dem Schlagwort NoSQL werden mittlerweile unzählige skalierbare Datenbanksysteme zusammengefasst, die sich weitestgehend bestimmte Charakteristika teilen. Beispielsweise sind sie meistens darauf ausgelegt, die Daten verteilt zu halten, um eine horizontale Skalierbarkeit zu ermöglichen.
In diesem Seminar widmen wir uns aktueller Literatur zu skalierbaren Datenbanksystemen und darin verwendeter Technologie. Die Seminartermine finden in Form von Lesezirkeln statt: Jede Woche wird ein englischsprachiger Artikel von allen Teilnehmern gelesen und während des Termins im Plenum diskutiert. Die Auswahl der Artikel richtet sich nach den Interessen der Teilnehmer. Anstatt einen Vortrag zu halten, beteiligt sich jeder Teilnehmer aktiv an den Diskussionen. Über das Semester verteilt fertigt jeder Teilnehmer über 3 Artikel jeweils eine schriftliche Ausfertigung von 3-4 Seiten an.
Scheinkriterien
Anwesenheit
-
arrow_right
Für das Seminar gilt die Anwesenheitspflicht nach Prüfungsordnung. Konkret bedeutet dies, dass ein Student maximal einmal unentschuldigt einem Seminartermin fernbleiben darf. Entschuldigungen sind vor dem Seminartermin an einen Seminarleiter zu richten (bevorzugt per Mail). Im Krankheitsfall ist die Vorlage eines Attestes notwendig.
Aktive Teilnahme
-
arrow_right
Anstatt einen Vortrag zu halten, beteiligt sich jeder Teilnehmer aktiv an den wöchentlichen Diskussionen.
Schriftliche Ausfertigungen
-
arrow_right
Über das Semester verteilt fertigt jeder Teilnehmer über 3 Artikel jeweils eine schriftliche Ausfertigung von 3-4 Seiten an. (für Vorlage/Beispiele s. Vorlagen)
Literatur
Nachfolgend sind einige Artikel aufgelistet, die im Rahmen des Seminars von uns gelesen und diskutiert werden könnten.
Books
-
arrow_right
P. J. Sadalage & M. Fowler,
"NoSQL distilled : a brief guide to the emerging world of polyglot persistence",
(2013) - arrow_right
- arrow_right
-
arrow_right
E. Redmond & J. R. Wilson,
"Seven Databases in Seven Weeks: A Guide to Modern Databases and the NoSQL Movement",
(2012) - arrow_right
-
arrow_right
U. Hoelzle & L. A. Barroso,
"The Datacenter As a Computer: An Introduction to the Design of Warehouse-Scale Machines",
(2009) - arrow_right
- arrow_right
NoSQL Surveys
- arrow_right
- arrow_right
-
arrow_right
S. Sakr,
"Cloud-Hosted Databases: Technologies, Challenges and Opportunities",
Cluster Computing (2013) -
arrow_right
P. Atzeni, C. S. Jensen, G. Orsi, S. Ram, L. Tanca & R. Torlone,
"The Relational Model is Dead, SQL is Dead, and I Don'T Feel So Good Myself",
SIGMOD Rec. 42 64-68 (2013) -
arrow_right
S. Sakr, A. Liu, D. M. Batista & M. Alomari,
"A Survey of Large Scale Data Management Approaches in Cloud
Environments",
IEEE Communications Surveys and Tutorials 13 311-336 (2011) -
arrow_right
A. B. M. Moniruzzaman & S. A. Hossain,
"NoSQL Database: New Era of Databases for Big data Analytics - Classification, Characteristics and Comparison.",
CoRR abs/1307.0191 (2013) - arrow_right
-
arrow_right
C. Curino, E. Jones, R. A. Popa, N. Malviya, E. Wu, S. Madden, H. Balakrishnan & N. Zeldovich,
"Relational Cloud: A Database Service for the Cloud",
(2011) - arrow_right
NoSQL Systems
- arrow_right
-
arrow_right
F. Chang, J. Dean, S. Ghemawat, W. C. Hsieh, D. A. Wallach, M. Burrows, T. Chandra, A. Fikes & R. E. Gruber,
"Bigtable: A Distributed Storage System for Structured Data",
15-15 (2006) - arrow_right
-
arrow_right
G. DeCandia, D. Hastorun, M. Jampani, G. Kakulapati, A. Lakshman, A. Pilchin, S. Sivasubramanian, P. Vosshall & W. Vogels,
"Dynamo: amazon's highly available key-value store",
205-220 (2007) -
arrow_right
P. Hunt, M. Konar, F. P. Junqueira & B. Reed,
"ZooKeeper: wait-free coordination for internet-scale systems",
11-11 (2010) -
arrow_right
B. Calder, J. Wang, A. Ogus, N. Nilakantan, A. Skjolsvold, S. McKelvie, Y. Xu, S. Srivastav, J. Wu, H. Simitci, J. Haridas, C. Uddaraju, H. Khatri, A. Edwards, V. Bedekar, S. Mainali, R. Abbasi, A. Agarwal, M. F. u. Haq, M. I. u. Haq, D. Bhardwaj, S. Dayanand, A. Adusumilli, M. McNett, S. Sankaran, K. Manivannan & L. Rigas,
"Windows Azure Storage: a highly available cloud storage service with strong consistency",
143-157 (2011) -
arrow_right
A. Thomson, T. Diamond, S.-C. Weng, K. Ren, P. Shao & D. J. Abadi,
"Calvin: Fast Distributed Transactions for Partitioned Database Systems",
(2012) -
arrow_right
R. Escriva, B. Wong & E. G. Sirer,
"HyperDex: a distributed, searchable key-value store",
25-36 (2012) -
arrow_right
J. C. Corbett, J. Dean, M. Epstein, A. Fikes, C. Frost, J. J. Furman, S. Ghemawat, A. Gubarev, C. Heiser, P. Hochschild, W. Hsieh, S. Kanthak, E. Kogan, H. Li, A. Lloyd, S. Melnik, D. Mwaura, D. Nagle, S. Quinlan, R. Rao, L. Rolig, Y. Saito, M. Szymaniak, C. Taylor, R. Wang & D. Woodford,
"Spanner: Google's globally-distributed database",
251-264 (2012) -
arrow_right
J. Shute, R. Vingralek, B. Samwel, B. Handy, C. Whipkey, E. Rollins, M. Oancea, K. Littlefield, D. Menestrina, S. Ellner, J. Cieslewicz, I. Rae, T. Stancescu & H. Apte,
"F1: A Distributed SQL Database That Scales",
(2013) -
arrow_right
T. Akidau, A. Balikov, K. Bekiroglu, S. Chernyak, J. Haberman, R. Lax, S. McVeety, D. Mills, P. Nordstrom & S. Whittle,
"MillWheel: Fault-Tolerant Stream Processing at Internet Scale",
734-746 (2013) -
arrow_right
I. Rae, E. Rollins, J. Shute, S. Sodhi & R. Vingralek,
"Online, Asynchronous Schema Change in F1",
(2013) -
arrow_right
F. Gessert & F. Bücklers,
"ORESTES: ein System für horizontal skalierbaren Zugriff auf Cloud-Datenbanken",
(2013)
NoSQL Processing
-
arrow_right
M. Zaharia, M. Chowdhury, M. J. Franklin, S. Shenker & I. Stoica,
"Spark: Cluster Computing with Working Sets",
10-10 (2010) -
arrow_right
M. Zaharia, M. Chowdhury, T. Das, A. Dave, J. Ma, M. McCauley, M. J. Franklin, S. Shenker & I. Stoica,
"Resilient Distributed Datasets: A Fault-tolerant Abstraction for In-memory Cluster Computing",
2-2 (2012)
NoSQL Transactions
-
arrow_right
P. Bailis, A. Fekete, J. M. Hellerstein, A. Ghodsi & I. Stoica,
"Scalable Atomic Visibility with RAMP Transactions",
27-38 (2014)
NoSQL Benchmarking
-
arrow_right
B. F. Cooper, A. Silberstein, E. Tam, R. Ramakrishnan & R. Sears,
"Benchmarking cloud serving systems with YCSB",
143-154 (2010) -
arrow_right
H. Wada, A. Fekete, L. Zhao, K. Lee & A. Liu,
"Data Consistency Properties and the Trade-offs in Commercial Cloud Storage: the Consumers' Perspective",
134-143 (2011) -
arrow_right
S. Patil, M. Polte, K. Ren, W. Tantisiriroj, L. Xiao, J. López, G. Gibson, A. Fuchs & B. Rinaldi,
"YCSB++: benchmarking and performance debugging advanced features in scalable table stores",
9:1-9:14 (2011) -
arrow_right
A. Dey, A. Fekete, R. Nambiar & U. Röhm,
"YCSB+T: Benchmarking Web-scale Transactional Databases",
(2014) - arrow_right
-
arrow_right
P. Bailis, S. Venkataraman, M. J. Franklin, J. M. Hellerstein & I. Stoica,
"Probabilistically bounded staleness for practical partial quorums",
Proc. VLDB Endow. 5 776-787 (2012) -
arrow_right
M. R. Rahman, W. Golab, A. AuYoung, K. Keeton & J. J. Wylie,
"Toward a Principled Framework for Benchmarking Consistency",
8-8 (2012) -
arrow_right
D. Bermbach & Jö. Kuhlenkamp,
"Consistency in Distributed Storage Systems: An Overview of Models, Metrics and Measurement Approaches",
(2013) -
arrow_right
D. Bermbach & S. Tai,
"Benchmarking Eventual Consistency: Lessons Learned from Long-Term Experimental Studies",
(2014) -
arrow_right
D. Bermbach, L. Zhao & S. Sakr,
"Towards Comprehensive Measurement of Consistency Guarantees for Cloud-Hosted Data Storage Services",
8391 32-47 (2014) -
arrow_right
W. Golab, M. R. Rahman, A. A. Young, K. Keeton, J. J. Wylie & I. Gupta,
"Client-centric Benchmarking of Eventual Consistency for Cloud Storage Systems",
28:1-28:2 (2013) -
arrow_right
D. Nelubin & B. Engber,
"NoSQL Failover Characteristics: Aerospike, Cassandra, Couchbase, MongoDB",
(2013) - arrow_right
-
arrow_right
S. Barahmand, S. Ghandeharizadeh & J. Yap,
"A comparison of two physical data designs for interactive social networking actions",
949-958 (2013) - arrow_right
-
arrow_right
S. Barahmand & S. Ghandeharizadeh,
"BG A Benchmark to Evaluate Interactive Social Networking Actions",
(2013) -
arrow_right
S. Barahmand & S. Ghandeharizadeh,
"D-Zipfian: A Decentralized Implementation of Zipfian",
6:1-6:6 (2013) -
arrow_right
S. Barahmand & S. Ghandeharizadeh,
"Expedited Rating of Data Stores Using Agile Data Loading Techniques",
1637-1642 (2013) - arrow_right
-
arrow_right
S. Barahmand, S. Ghandeharizadeh & D. Montauk,
"Extensions of BG for Testing and Benchmarking Alternative Implementations of Feed Following",
(2014) - arrow_right
-
arrow_right
A. Fekete, S. N. Goldrei & J. Pé. Asenjo,
"Quantifying Isolation Anomalies",
Proc. VLDB Endow. 2 467-478 (2009) - arrow_right
-
arrow_right
A. Ghazal, T. Rabl, M. Hu, F. Raab, M. Poess, A. Crolotte & H.-A. Jacobsen,
"BigBench: towards an industry standard benchmark for big data analytics",
1197-1208 (2013) -
arrow_right
C. K. Baru, M. A. Bhandarkar, R. O. Nambiar, M. Poess & T. Rabl,
"Setting the Direction for Big Data Benchmark Standards.",
197-208 (2012) -
arrow_right
A. G. Fior, J. A. Meira, E. C. de Almeida, R. G. Coelho, M. D. D. Fabro & Y. L. Traon,
"Under Pressure Benchmark for DDBMS Availability.",
JIDM 4 266-278 (2013) -
arrow_right
L. Wang, J. Zhan, C. Luo, Y. Zhu, Q. Yang, Y. He, W. Gao, Z. Jia, Y. Shi, S. Zhang, C. Zheng, G. Lu, K. Zhan, X. Li & B. Qiu,
"BigDataBench: a Big Data Benchmark Suite from Internet Services",
(2014) -
arrow_right
Y. Zhu, J. Zhan, C. Weng, R. Nambiar, J. Zhang, X. Chen & L. Wang,
"BigOP: Generating Comprehensive Big Data Workloads as a
Benchmarking Framework",
(2014)
NoSQL Theory
-
arrow_right
P. Bailis, A. Fekete, A. Ghodsi, J. M. Hellerstein & I. Stoica,
"Highly Available Transactions: Virtues and Limitations (Extended Version)",
VLDB 2014 (2014) -
arrow_right
A. S. Tanenbaum & M. v. Steen,
"Distributed Systems: Principles and Paradigms (2Nd Edition)",
(2006) -
arrow_right
P. Bailis, A. Davidson, A. Fekete, A. Ghodsi, J. M. Hellerstein & I. Stoica,
"Highly Available Transactions: Virtues and Limitations.",
PVLDB 7 181-192 (2013) -
arrow_right
S. B. Davidson, H. Garcia-Molina & D. Skeen,
"Consistency in a Partitioned Network: A Survey",
ACM Comput. Surv. 17 341-370 (1985) - arrow_right
-
arrow_right
S. Gilbert & N. Lynch,
"Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services",
SIGACT News 33 51-59 (2002) - arrow_right
-
arrow_right
T. Haerder & A. Reuter,
"Principles of transaction-oriented database recovery",
ACM Comput. Surv. 15 287-317 (1983) -
arrow_right
M. J. Fischer, N. A. Lynch & M. S. Paterson,
"Impossibility of distributed consensus with one faulty process",
J. ACM 32 374-382 (1985) -
arrow_right
M. P. Herlihy & J. M. Wing,
"Linearizability: a correctness condition for concurrent objects",
ACM Trans. Program. Lang. Syst. 12 463-492 (1990) -
arrow_right
J. Gray, P. Helland, P. O'Neil & D. Shasha,
"The dangers of replication and a solution",
SIGMOD Rec. 25 173-182 (1996) -
arrow_right
P. O'Neil, E. Cheng, D. Gawlick & E. O'Neil,
"The Log-structured Merge-tree (LSM-tree)",
Acta Inf. 33 351-385 (1996) -
arrow_right
D. Karger, E. Lehman, T. Leighton, R. Panigrahy, M. Levine & D. Lewin,
"Consistent hashing and random trees: distributed caching protocols for relieving hot spots on the World Wide Web",
654-663 (1997) - arrow_right
- arrow_right
-
arrow_right
P. Bailis & A. Ghodsi,
"Eventual Consistency Today: Limitations, Extensions, and Beyond",
Queue 11 20:20-20:32 (2013) -
arrow_right
P. Bailis, A. Fekete, A. Ghodsi, J. M. Hellerstein & I. Stoica,
"HAT, Not CAP: Towards Highly Available Transactions",
24-24 (2013) -
arrow_right
T. Kraska, G. Pang, M. J. Franklin, S. Madden & A. Fekete,
"MDCC: Multi-data Center Consistency",
113-126 (2013) -
arrow_right
A. Dey, A. Fekete & U. Röhm,
"Scalable Transactions Across Heterogeneous NoSQL Key-value Data Stores",
Proc. VLDB Endow. 6 1434-1439 (2013)
Other
-
arrow_right
N. Bronson, Z. Amsden, G. Cabrera, P. Chakka, P. Dimov, H. Ding, J. Ferris, A. Giardullo, S. Kulkarni, H. Li, M. Marchukov, D. Petrov, L. Puzar, Y. J. Song & V. Venkataramani,
"TAO: Facebooktextquoterights Distributed Data Store for the Social Graph",
49-60 (2013) - arrow_right
- arrow_right
-
arrow_right
D. B. Terry, A. J. Demers, K. Petersen, M. Spreitzer, M. Theimer & B. W. Welch,
"Session Guarantees for Weakly Consistent Replicated Data",
140-149 (1994) - arrow_right
- arrow_right
-
arrow_right
L.-Å. Fredlund & H. Svensson,
"McErlang: a model checker for a distributed functional programming language",
SIGPLAN Not. 42 125-136 (2007) - arrow_right
-
arrow_right
M. Stonebraker, S. Madden, D. J. Abadi, S. Harizopoulos, N. Hachem & P. Helland,
"The end of an architectural era: (it's time for a complete rewrite)",
1150-1160 (2007) - arrow_right
- arrow_right
-
arrow_right
M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. H. Katz, A. Konwinski, G. Lee, D. A. Patterson, A. Rabkin, I. Stoica & M. Zaharia,
"Above the Clouds: A Berkeley View of Cloud Computing",
(2009) - arrow_right
-
arrow_right
S. Das, D. Agrawal & A. El Abbadi,
"ElasTraS: an elastic transactional data store in the cloud",
(2009) -
arrow_right
K. Claessen, M. Palka, N. Smallbone, J. Hughes, H. Svensson, T. Arts & U. Wiger,
"Finding race conditions in Erlang with QuickCheck and PULSE",
SIGPLAN Not. 44 149-160 (2009) -
arrow_right
M. Armbrust, A. Fox, D. Patterson, N. Lanham, H. Oh, B. Trushkowsky & J. Trutna,
"Scads: Scale-independent storage for social computing applications",
Conference on Innovative Data Systems Research (CIDR) (2009) -
arrow_right
M. Armbrust, A. Fox, R. Griffith, A. D. Joseph, R. Katz, A. Konwinski, G. Lee, D. Patterson, A. Rabkin, I. Stoica & M. Zaharia,
"A view of cloud computing",
Commun. ACM 53 50-58 (2010) -
arrow_right
A. Lakshman & P. Malik,
"Cassandra: A Decentralized Structured Storage System",
SIGOPS Oper. Syst. Rev. 44 35-40 (2010) -
arrow_right
S. Melnik, A. Gubarev, J. J. Long, G. Romer, S. Shivakumar, M. Tolton & T. Vassilakis,
"Dremel: Interactive Analysis of Web-Scale Datasets",
330-339 (2010) -
arrow_right
D. Peng & F. Dabek,
"Large-scale Incremental Processing Using Distributed Transactions and Notifications",
(2010) -
arrow_right
C. Wang, J. Wang, X. Lin, W. Wang, H. Wang, H. Li, W. Tian, J. Xu & R. Li,
"MapDupReducer: Detecting Near Duplicates over Massive Datasets",
1119-1122 (2010) -
arrow_right
E. Anderson, X. Li, M. A. Shah, J. Tucek & J. J. Wylie,
"What Consistency Does Your Key-value Store Actually Provide?",
1-16 (2010) -
arrow_right
M. Shapiro, N. Preguica, C. Baquero & M. Zawirski,
"A comprehensive study of Convergent and Commutative Replicated Data Types",
50 (2011) - arrow_right
-
arrow_right
R. A. Popa, C. M. S. Redfield, N. Zeldovich & H. Balakrishnan,
"CryptDB: protecting confidentiality with encrypted query processing",
85-100 (2011) -
arrow_right
W. Lloyd, M. J. Freedman, M. Kaminsky & D. G. Andersen,
"Don't Settle for Eventual: Scalable Causal Consistency for Wide-area Storage with COPS",
401-416 (2011) -
arrow_right
D. Bermbach & S. Tai,
"Eventual Consistency: How Soon is Eventual? An Evaluation of Amazon S3's Consistency Behavior",
1:1-1:6 (2011) -
arrow_right
J. Baker, C. Bond, J. C. Corbett, J. Furman, A. Khorlin, J. Larson, J.-M. Leon, Y. Li, A. Lloyd & V. Yushprakh,
"Megastore: Providing Scalable, Highly Available Storage for Interactive Services",
223-234 (2011) -
arrow_right
B. Hindman, A. Konwinski, M. Zaharia, A. Ghodsi, A. D. Joseph, R. Katz, S. Shenker & I. Stoica,
"Mesos: A Platform for Fine-grained Resource Sharing in the Data Center",
295-308 (2011) - arrow_right
-
arrow_right
A. Gotovos, M. Christakis & K. Sagonas,
"Test-driven development of concurrent programs using concuerror",
51-61 (2011) - arrow_right
- arrow_right
-
arrow_right
D. Abadi,
"Consistency Tradeoffs in Modern Distributed Database System Design: CAP is Only Part of the Story",
Computer 45 37-42 (2012) - arrow_right
-
arrow_right
K.-H. Lee, Y.-J. Lee, H. Choi, Y. D. Chung & B. Moon,
"Parallel Data Processing with MapReduce: A Survey",
SIGMOD Rec. 40 11-20 (2012) -
arrow_right
C. Min, K. Kim, H. Cho, S.-W. Lee & Y. I. Eom,
"SFS: random write considered harmful in solid state drives",
12 (2012) - arrow_right
-
arrow_right
W. Golab, M. R. Rahman, A. A. Young, K. Keeton, J. J. Wylie & I. Gupta,
"Client-centric Benchmarking of Eventual Consistency for Cloud Storage Systems",
28:1-28:2 (2013) - arrow_right
- arrow_right
- arrow_right
-
arrow_right
T. Seidl, S. Fries & B. Boden,
"MR-DSJ: Distance-Based Self-Join for Large-Scale Vector Data Analysis with MapReduce ",
37-56 (2013) -
arrow_right
L. Qiao, K. Surlaker, S. Das, T. Quiggle, B. Schulman, B. Ghosh, A. Curtis, O. Seeliger, Z. Zhang, A. Auradar, C. Beaver, G. Brandt, M. Gandhi, K. Gopalakrishna, W. Ip, S. Jgadish, S. Lu, A. Pachev, A. Ramesh, A. Sebastian, R. Shanbhag, S. Subramaniam, Y. Sun, S. Topiwala, C. Tran, J. Westerman & D. Zhang,
"On Brewing Fresh Espresso: LinkedIn's Distributed Data Serving Platform",
1135-1146 (2013) -
arrow_right
S. Tu, M. F. Kaashoek, S. Madden & N. Zeldovich,
"Processing analytical queries over encrypted data",
Proc. VLDB Endow. 6 289-300 (2013) -
arrow_right
W. Lloyd, M. J. Freedman, M. Kaminsky & D. G. Andersen,
"Stronger Semantics for Low-latency Geo-replicated Storage",
313-328 (2013) - arrow_right
- arrow_right
- arrow_right
NoSQL BigData
- arrow_right