Michael Mitzenmacher

Michael Mitzenmacher
Michael Mitzenmacher

Michael Mitzenmacher (September 2009)
Residence USA
Nationality American
Fields Algorithms
Institutions Harvard University
Alma mater University of California, Berkeley
Doctoral advisor Alistair Sinclair

Michael D. Mitzenmacher is an American computer scientist working in algorithms. He is professor of computer science in the School of Engineering and Applied Sciences at Harvard University and area dean of computer science since July 2010.

Contents

Education

Michael Mitzenmacher received his Ph.D. in computer science at the University of California, Berkeley in 1996 under the supervision of Alistair Sinclair. He joined Harvard University in 1999.[1]

Research

Mitzenmacher’s research covers the design an analysis of randomised algorithms and processes. With Eli Upfal he is the author of a textbook Mitzenmacher & Upfal (2005) on randomized algorithms and probabilistic techniques in computer science. His Ph.D. thesis was on the analysis of simple randomised load balancing schemes. He is a leading expert in hash function applications such as Bloom filters,[2] cuckoo hashing,[3] and locality sensitive hashing. His work on min-wise independence gives a fast way to estimate similarity of electronic documents, and is used in internet search engines.[4]

Mitzenmacher has also worked on erasure codes and error-correcting codes. His joint paper Luby et al. (2001) on low-density parity-check codes received the 2002 IEEE Information Theory Society Best Paper Award. His joint paper (Byers et al. (1998)) on fountain codes received the 2009 ACM SIGCOMM Test of Time Paper Award.[5]

Mitzenmacher has written over 100 conference and journal publications. He has served on dozens of programme committees in computer science, information theory, and networks, and chaired the programme committee of the Symposium on Theory of Computing in 2009. He belongs to the editorial board of SIAM Journal on Computing, Internet Mathematics, and Journal of Interconnection Networks.

References

Notable publications

  • Byers, John; Luby, Michael; Mitzenmacher, Michael; Rege, Ashutosh (1999), "A Digital Fountain Approach to Reliable Distribution of Bulk Data", Proc. of ACM SIGCOMM 1998 
  • Broder, Andrei; Mitzenmacher, Michael (2005), "Network Applications of Bloom Filters: A Survey", Internet Mathematics 1 (4): 485–509, http://www.eecs.harvard.edu/~michaelm/postscripts/im2005b.pdf 
  • Luby, Michael; Mitzenmacher, Michael; Shokrollahi, Amin; Spielman, Daniel (2001), "Improved Low-Density Parity Check Codes Using Irregular Graphs", IEEE Transactions on Information Theory 47 (2): 585–598 
  • Mitzenmacher, Michael, "Some Open Questions Related to Cuckoo Hashing", Algorithms - ESA 2009, 17th Annual European Symposium, Copenhagen, Denmark, September 7–9, 2009., pp. 1–10 
  • Mitzenmacher, Michael; Upfal, Eli (2005), Probability and Computing: Randomized Algorithms and Probabilistic Analysis, Cambridge University Press 

External links


Wikimedia Foundation. 2010.

Игры ⚽ Поможем написать курсовую

Look at other dictionaries:

  • Cuckoo hashing — example. The arrows show the alternative location of each key. A new item would be inserted in the location of A by moving A to its alternative location, currently occupied by B, and moving B to its alternative location which is currently vacant …   Wikipedia

  • Randomized algorithm — Part of a series on Probabilistic data structures Bloom filter · Skip list …   Wikipedia

  • Zufallspfad — Ein Zufallspfad ist ein Pfad in einem Netzwerk oder Graphen mit zufälligem Verlauf. Dabei wird von einem zufälligen Knoten begonnen und in jedem Schritt eine zufällige Kante zur Fortsetzung des Pfades ausgewählt. Die Analyse von Zufallspfaden… …   Deutsch Wikipedia

  • Martingale (betting system) — For the generalised mathematical concept, see martingale (probability theory). Originally, martingale referred to a class of betting strategies popular in 18th century France. The simplest of these strategies was designed for a game in which the… …   Wikipedia

  • Loi de Bernoulli — Pour les articles homonymes, voir Théorème de Bernoulli. Bernoulli Paramètres (nombre réel) Support …   Wikipédia en Français

  • Bloom filter — The Bloom filter, conceived by Burton H. Bloom in 1970, is a space efficient probabilistic data structure that is used to test whether an element is a member of a set. False positives are possible, but false negatives are not. Elements can be… …   Wikipedia

  • Maximum cut — A maximum cut. For a graph, a maximum cut is a cut whose size is at least the size of any other cut. The problem of finding a maximum cut in a graph is known as the max cut problem. The problem can be stated simply as follows. One wants a subset… …   Wikipedia

  • MinHash — In computer science, MinHash (or the min wise independent permutations locality sensitive hashing scheme) is a technique for quickly estimating how similar two sets are. The scheme was invented by Andrei Broder (1997),[1] and initially used… …   Wikipedia

  • Monika Henzinger — (* 17. April 1966 in Weiden in der Oberpfalz) ist eine deutsche Informatikerin, leitete die Forschungsabteilung von Google, unterrichtete an der Cornell University und der Eidgenössischen Technischen Hochschule Lausanne und ist gegenwärtig… …   Deutsch Wikipedia

Share the article and excerpts

Direct link
Do a right-click on the link above
and select “Copy Link”