Spotting Aggressive Clandestine BotNets


 
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The Lounge What is on Your Mind? Spotting Aggressive Clandestine BotNets
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Old 04-09-2017
Spotting Aggressive Clandestine BotNets

Spotting Aggressive Clandestine BotNets

"Yesterday was making a typical “evening run” in cyberspace and noticed a strange pattern, zoomed in, and found a aggressive clandestine “indexing” botnet operating out of a dedicated hosting provider’s datacenter. The feature image in this post shows a screen capture of this visual. I’m finding spotting clandestine botnets easier than before I designed and coded this cyberspace SA visualization tool."

Cyberspace engineers, read the full post here...

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zlaqr3.f(3)							      LAPACK							       zlaqr3.f(3)

NAME
zlaqr3.f - SYNOPSIS
Functions/Subroutines subroutine zlaqr3 (WANTT, WANTZ, N, KTOP, KBOT, NW, H, LDH, ILOZ, IHIZ, Z, LDZ, NS, ND, SH, V, LDV, NH, T, LDT, NV, WV, LDWV, WORK, LWORK) ZLAQR3 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation). Function/Subroutine Documentation subroutine zlaqr3 (logicalWANTT, logicalWANTZ, integerN, integerKTOP, integerKBOT, integerNW, complex*16, dimension( ldh, * )H, integerLDH, integerILOZ, integerIHIZ, complex*16, dimension( ldz, * )Z, integerLDZ, integerNS, integerND, complex*16, dimension( * )SH, complex*16, dimension( ldv, * )V, integerLDV, integerNH, complex*16, dimension( ldt, * )T, integerLDT, integerNV, complex*16, dimension( ldwv, * )WV, integerLDWV, complex*16, dimension( * )WORK, integerLWORK) ZLAQR3 performs the unitary similarity transformation of a Hessenberg matrix to detect and deflate fully converged eigenvalues from a trailing principal submatrix (aggressive early deflation). Purpose: Aggressive early deflation: ZLAQR3 accepts as input an upper Hessenberg matrix H and performs an unitary similarity transformation designed to detect and deflate fully converged eigenvalues from a trailing principal submatrix. On output H has been over- written by a new Hessenberg matrix that is a perturbation of an unitary similarity transformation of H. It is to be hoped that the final version of H has many zero subdiagonal entries. Parameters: WANTT WANTT is LOGICAL If .TRUE., then the Hessenberg matrix H is fully updated so that the triangular Schur factor may be computed (in cooperation with the calling subroutine). If .FALSE., then only enough of H is updated to preserve the eigenvalues. WANTZ WANTZ is LOGICAL If .TRUE., then the unitary matrix Z is updated so so that the unitary Schur factor may be computed (in cooperation with the calling subroutine). If .FALSE., then Z is not referenced. N N is INTEGER The order of the matrix H and (if WANTZ is .TRUE.) the order of the unitary matrix Z. KTOP KTOP is INTEGER It is assumed that either KTOP = 1 or H(KTOP,KTOP-1)=0. KBOT and KTOP together determine an isolated block along the diagonal of the Hessenberg matrix. KBOT KBOT is INTEGER It is assumed without a check that either KBOT = N or H(KBOT+1,KBOT)=0. KBOT and KTOP together determine an isolated block along the diagonal of the Hessenberg matrix. NW NW is INTEGER Deflation window size. 1 .LE. NW .LE. (KBOT-KTOP+1). H H is COMPLEX*16 array, dimension (LDH,N) On input the initial N-by-N section of H stores the Hessenberg matrix undergoing aggressive early deflation. On output H has been transformed by a unitary similarity transformation, perturbed, and the returned to Hessenberg form that (it is to be hoped) has some zero subdiagonal entries. LDH LDH is integer Leading dimension of H just as declared in the calling subroutine. N .LE. LDH ILOZ ILOZ is INTEGER IHIZ IHIZ is INTEGER Specify the rows of Z to which transformations must be applied if WANTZ is .TRUE.. 1 .LE. ILOZ .LE. IHIZ .LE. N. Z Z is COMPLEX*16 array, dimension (LDZ,N) IF WANTZ is .TRUE., then on output, the unitary similarity transformation mentioned above has been accumulated into Z(ILOZ:IHIZ,ILO:IHI) from the right. If WANTZ is .FALSE., then Z is unreferenced. LDZ LDZ is integer The leading dimension of Z just as declared in the calling subroutine. 1 .LE. LDZ. NS NS is integer The number of unconverged (ie approximate) eigenvalues returned in SR and SI that may be used as shifts by the calling subroutine. ND ND is integer The number of converged eigenvalues uncovered by this subroutine. SH SH is COMPLEX*16 array, dimension KBOT On output, approximate eigenvalues that may be used for shifts are stored in SH(KBOT-ND-NS+1) through SR(KBOT-ND). Converged eigenvalues are stored in SH(KBOT-ND+1) through SH(KBOT). V V is COMPLEX*16 array, dimension (LDV,NW) An NW-by-NW work array. LDV LDV is integer scalar The leading dimension of V just as declared in the calling subroutine. NW .LE. LDV NH NH is integer scalar The number of columns of T. NH.GE.NW. T T is COMPLEX*16 array, dimension (LDT,NW) LDT LDT is integer The leading dimension of T just as declared in the calling subroutine. NW .LE. LDT NV NV is integer The number of rows of work array WV available for workspace. NV.GE.NW. WV WV is COMPLEX*16 array, dimension (LDWV,NW) LDWV LDWV is integer The leading dimension of W just as declared in the calling subroutine. NW .LE. LDV WORK WORK is COMPLEX*16 array, dimension LWORK. On exit, WORK(1) is set to an estimate of the optimal value of LWORK for the given values of N, NW, KTOP and KBOT. LWORK LWORK is integer The dimension of the work array WORK. LWORK = 2*NW suffices, but greater efficiency may result from larger values of LWORK. If LWORK = -1, then a workspace query is assumed; ZLAQR3 only estimates the optimal workspace size for the given values of N, NW, KTOP and KBOT. The estimate is returned in WORK(1). No error message related to LWORK is issued by XERBLA. Neither H nor Z are accessed. Author: Univ. of Tennessee Univ. of California Berkeley Univ. of Colorado Denver NAG Ltd. Date: September 2012 Contributors: Karen Braman and Ralph Byers, Department of Mathematics, University of Kansas, USA Definition at line 266 of file zlaqr3.f. Author Generated automatically by Doxygen for LAPACK from the source code. Version 3.4.2 Tue Sep 25 2012 zlaqr3.f(3)